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@inproceedings{Shepperd1996,
address = {Washington, DC, USA},
author = {Shepperd, Martin and Schofield, Chris and Kitchenham, Barbara},
booktitle = {ICSE '96: Proceedings of the 18th international conference on Software engineering},
file = {:home/ekrem/Documents/Mendeley Desktop/Shepperd, Schofield, Kitchenham - 1996 - ICSE '96 Proceedings of the 18th international conference on Software engineering.pdf:pdf},
isbn = {0-8186-7246-3},
pages = {170--178},
publisher = {IEEE Computer Society},
title = {{Effort estimation using analogy}},
year = {1996}
}
@ARTICLE{Kittler1998,
  author = {Josef Kittler and Ieee Computer Society and Mohamad Hatef and Robert
	P. W. Duin and Jiri Matas},
  title = {On combining classifiers},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year = {1998},
  volume = {20},
  pages = {226--239}
}
@BOOK{Breiman1984,
  title = {Classification and Regression Trees},
  publisher = {Wadsworth and Brooks},
  year = {1984},
  author = {L. Breiman and J. Friedman and R. Olshen and C. Stone},
  address = {Monterey, CA},
  owner = {ekrem},
  timestamp = {2010.08.07}
}
@BOOK{Hastie2003,
  title = {The Elements of Statistical Learning},
  publisher = {Springer},
  year = {2003},
  month = {July},
  posted-at = {2007-02-13 15:09:19},
  priority = {2}
}
@inproceedings{Dietterich2000,
  author = {Dietterich, Thomas G.},
  title = {Ensemble Methods in Machine Learning},
  year = {2000},
  pages = {1--15},
  address = {London, UK},
  booktitle = {MCS '00: Proceedings of the First International Workshop on Multiple
	Classifier Systems},
  isbn = {3-540-67704-6},
  publisher = {Springer-Verlag}
}
@INPROCEEDINGS{Ghosh2002,
  author = {Ghosh, Joydeep},
  title = {Multiclassifier Systems: Back to the Future},
  booktitle = {MCS '02: Proceedings of the Third International Workshop on Multiple
	Classifier Systems},
  year = {2002},
  pages = {1--15},
  address = {London, UK},
  publisher = {Springer-Verlag},
  isbn = {3-540-43818-1}
}
@article{Mendes2005,
author = {Mendes, Emilia and Lokan, C. and Harrison, R. and Triggs, C.},
doi = {10.1109/METRICS.2005.4},
file = {:home/ekrem/Documents/Mendeley Desktop/Mendes et al. - 2005 - 11th IEEE International Software Metrics Symposium (METRICS'05).pdf:pdf},
isbn = {0-7695-2371-4},
journal = {11th IEEE International Software Metrics Symposium (METRICS'05)},
keywords = {company estimation models,cross-,effort estimation,model,regression-based estimation models,replication,software projects,within-company estimation},
pages = {36--36},
publisher = {Ieee},
title = {{A Replicated Comparison of Cross-Company and Within-Company Effort Estimation Models Using the ISBSG Database}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=1509314},
year = {2005}
}
@article{Menzies2007b,
author = {Menzies, Tim and Greenwald, Jeremy and Frank, Art},
file = {:home/ekrem/Documents/Mendeley Desktop/Menzies, Greenwald, Frank - 2007 - IEEE Transactions on Software Engineering.pdf:pdf},
journal = {IEEE Transactions on Software Engineering},
number = {11},
pages = {1--12},
title = {{Data Mining Static Code Attributes to Learn Defect Predictors}},
volume = {32},
year = {2007}
}
@article{Wilkinson1999,
author = {Wilkinson, Leland},
doi = {10.2307/2686111},
file = {:home/ekrem/Documents/Mendeley Desktop/Wilkinson - 1999 - The American Statistician.pdf:pdf},
issn = {00031305},
journal = {The American Statistician},
month = aug,
number = {3},
pages = {276},
title = {{Dot Plots}},
url = {http://www.jstor.org/stable/2686111?origin=crossref},
volume = {53},
year = {1999}
}
@article{Mendes2003,
author = {Mendes, Emilia and Watson, I. and Triggs, C. and Mosley, N. and Counsell, S.},
file = {:home/ekrem/Documents/Mendeley Desktop/Mendes et al. - 2003 - Empirical Software Engineering.pdf:pdf},
issn = {1382-3256},
journal = {Empirical Software Engineering},
keywords = {case-based,effort prediction models,multiple regression models,prediction accuracy,reasoning techniques,web hypermedia applications},
number = {2},
pages = {163--196},
publisher = {Springer},
title = {{A comparative study of cost estimation models for web hypermedia applications}},
url = {http://www.springerlink.com/index/J322342V568V429U.pdf},
volume = {8},
year = {2003}
}
@article{Pillai1997,
author = {Pillai, K. and {Sukumaran Nair}, V.S.},
doi = {10.1109/32.624305},
file = {:home/ekrem/Documents/Mendeley Desktop/Pillai, Sukumaran Nair - 1997 - IEEE Transactions on Software Engineering.pdf:pdf},
issn = {00985589},
journal = {IEEE Transactions on Software Engineering},
number = {8},
pages = {485--497},
title = {{A model for software development effort and cost estimation}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=624305},
volume = {23},
year = {1997}
}
@article{Dannenberg,
author = {Dannenberg, Roger B and Thom, Belinda and Watson, David},
journal = {Computer},
title = {{A Machine Learning Approach to Musical Style Recognition}}
}
@inproceedings{Abrahamsson2007c,
author = {Abrahamsson, Pekka and Moser, Raimund and Pedrycz, Witold and Sillitti, Alberto and Succi, Giancarlo},
booktitle = {Empirical Software Engineering and Measurement, 2007. ESEM 2007. First International Symposium on},
doi = {10.1109/ESEM.2007.16},
file = {:home/ekrem/Documents/Mendeley Desktop/Abrahamsson et al. - 2007 - Empirical Software Engineering and Measurement, 2007. ESEM 2007. First International Symposium on.pdf:pdf},
isbn = {978-0-7695-2886-1},
issn = {1938-6451},
month = sep,
pages = {344--353},
publisher = {IEEE},
title = {{Effort prediction in iterative software development processes–Incremental versus global prediction models}},
url = {http://ieeexplore.ieee.org/xpls/abs\_all.jsp?arnumber=4343762},
year = {2007}
}
@inproceedings{Kadoda2000,
author = {Kadoda, Gada and Cartwright, Michelle and Shepperd, Martin},
booktitle = {UK CBR Workshop, Cambridge, UK},
file = {:home/ekrem/Documents/Mendeley Desktop/Kadoda, Cartwright, Shepperd - 2000 - UK CBR Workshop, Cambridge, UK(2).pdf:pdf},
keywords = {case based reasoning,cost estimation,effort prediction,software project},
pages = {1--10},
publisher = {Citeseer},
title = {{On configuring a case-based reasoning software project prediction system}},
url = {http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.27.6926\&rep=rep1\&type=pdf},
year = {2000}
}
@article{angelis00,
address = {Hingham, MA, USA},
author = {Angelis, L and Stamelos, I},
file = {:home/ekrem/Documents/Mendeley Desktop//Angelis, Stamelos - 2000 - Empirical software engineering.pdf:pdf},
issn = {1382-3256},
journal = {Empirical Softw. Engg.},
number = {1},
pages = {35--68},
publisher = {Kluwer Academic Publishers},
title = {{A Simulation Tool for Efficient Analogy Based Cost Estimation}},
volume = {5},
year = {2000}
}
@book{Hastie2008,
author = {Hastie, Trevor and Tibshirani, Robert and Friedman, Jerome},
edition = {2},
publisher = {Springer},
title = {{The elements of statistical learning}},
year = {2008}
}
@article{Faloutsos,
author = {Faloutsos, Christos},
journal = {Science},
pages = {697--708},
title = {{Streaming Pattern Discovery in Multiple Time-Series}}
}
@inproceedings{Kadoda2000a,
author = {Kadoda, Gada and Cartwright, Michelle and Shepperd, Martin},
booktitle = {UK CBR Workshop, Cambridge, UK},
file = {:home/ekrem/Documents/Mendeley Desktop/Kadoda, Cartwright, Shepperd - 2000 - UK CBR Workshop, Cambridge, UK.pdf:pdf},
keywords = {case based reasoning,cost estimation,effort prediction,software project},
pages = {1--10},
publisher = {Citeseer},
title = {{On configuring a case-based reasoning software project prediction system}},
url = {http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.27.6926\&rep=rep1\&type=pdf},
year = {2000}
}
@inproceedings{Kocaguneli2010,
author = {Kocaguneli, Ekrem and Gay, G. and Menzies, Tim and Yang, Y. and Keung, Jacky W.},
booktitle = {ASE'10},
file = {:home/ekrem/Documents/Mendeley Desktop/Kocaguneli et al. - 2010 - ASE'10.pdf:pdf},
keywords = {cross,data mining,effort estimation,within},
pages = {321--324},
title = {{When to use data from other projects for effort estimation}},
url = {http://portal.acm.org/citation.cfm?id=1859061},
year = {2010}
}
@article{Alpaydin1998,
author = {Alpaydin, E},
file = {:home/ekrem/Documents/Mendeley Desktop/Alpaydin - 1998 - Proceedings of Engineering of Intelligent Systems.pdf:pdf},
journal = {Proceedings of Engineering of Intelligent Systems},
title = {{Techniques for combining multiple learners}},
url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.52.9325},
volume = {2},
year = {1998}
}
@inproceedings{me02h,
annote = {Available from
$\backslash$url\{http://menzies.us/pdf/02trust.pdf\}},
author = {Menzies, Tim and Owen, D and Cukic, B},
booktitle = {Formal Aspects of Agent-Based Systems},
file = {:home/ekrem/Documents/Mendeley Desktop//Menzies, Owen, Cukic - 2002 - Formal Aspects of Agent-Based Systems.pdf:pdf},
title = {{You seem friendly, but can I trust you?}},
year = {2002}
}
@article{Shatnawi2008,
author = {Shatnawi, R and Li, W},
doi = {10.1016/j.jss.2007.12.794},
issn = {01641212},
journal = {Journal of Systems and Software},
keywords = {class error proneness,design evolution,empirical study,error-severity categories,object-oriented metrics,open source software},
number = {11},
pages = {1868--1882},
title = {{The effectiveness of software metrics in identifying error-prone classes in post-release software evolution process}},
url = {http://linkinghub.elsevier.com/retrieve/pii/S0164121208000095},
volume = {81},
year = {2008}
}
@article{Ordonez2003,
author = {Ordonez, Carlos},
journal = {Data Mining and Knowledge Discovery},
title = {{Clustering Binary Data Streams with K-means}},
year = {2003}
}
@article{Babu2001,
author = {Babu, T.R. and Murty, M.N.},
journal = {Pattern Recognition},
number = {2},
pages = {523--525},
publisher = {Elsevier Ltd},
title = {{Comparison of genetic algorithm based prototype selection schemes}},
url = {http://scholar.google.com/scholar?hl=en\&btnG=Search\&q=intitle:Comparison+of+genetic+algorithm+based+prototype+selection+schemes\#0},
volume = {34},
year = {2001}
}
@article{Fenton1999,
author = {Fenton, Norman E and Neil, Martin},
file = {:home/ekrem/Documents/Mendeley Desktop/Fenton, Neil - 1999 - Journal of Systems and Software.pdf:pdf},
journal = {Journal of Systems and Software},
title = {{Software metrics: successes, failures and new directions}},
volume = {47},
year = {1999}
}
@article{Turhan2007,
author = {Turhan, Burak and Kutlubay, Onur and Bener, Ayse},
doi = {10.1109/ESEM.2007.57},
file = {:home/ekrem/Documents/Mendeley Desktop/Turhan, Kutlubay, Bener - 2007 - First International Symposium on Empirical Software Engineering and Measurement (ESEM 2007).pdf:pdf},
isbn = {978-0-7695-2886-1},
journal = {First International Symposium on Empirical Software Engineering and Measurement (ESEM 2007)},
month = sep,
pages = {497--497},
publisher = {Ieee},
title = {{Evaluation of Feature Extraction Methods on Software Cost Estimation}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=4343793},
volume = {290},
year = {2007}
}
@article{Rodriguez2010,
abstract = {In the machine learning field, the performance of a classifier is usually measured in terms of prediction error. In most real-world problems, the error cannot be exactly calculated and it must be estimated. Therefore, it is important to choose an appropriate estimator of the error. This paper analyzes the statistical properties, bias and variance, of the kappa-fold cross-validation classification error estimator (kappa-cv). Our main contribution is a novel theoretical decomposition of the variance of the kappa-cv considering its sources of variance: sensitivity to changes in the training set and sensitivity to changes in the folds. The paper also compares the bias and variance of the estimator for different values of kappa. The experimental study has been performed in artificial domains because they allow the exact computation of the implied quantities and we can rigorously specify the conditions of experimentation. The experimentation has been performed for two classifiers (naive Bayes and nearest neighbor), different numbers of folds, sample sizes, and training sets coming from assorted probability distributions. We conclude by including some practical recommendation on the use of kappa-fold cross validation.},
author = {Rodr\'{\i}guez, Juan Diego and P\'{e}rez, Aritz and Lozano, Jose Antonio},
doi = {10.1109/TPAMI.2009.187},
file = {:home/ekrem/Documents/Mendeley Desktop/Rodr\'{\i}guez, P\'{e}rez, Lozano - 2010 - IEEE transactions on pattern analysis and machine intelligence.pdf:pdf},
issn = {1939-3539},
journal = {IEEE transactions on pattern analysis and machine intelligence},
month = mar,
number = {3},
pages = {569--75},
pmid = {20075479},
title = {{Sensitivity analysis of kappa-fold cross validation in prediction error estimation.}},
url = {http://www.ncbi.nlm.nih.gov/pubmed/20075479},
volume = {32},
year = {2010}
}
@article{Pendharkar2005,
author = {Pendharkar, P.C. and Subramanian, G.H. and Rodger, J.a.},
doi = {10.1109/TSE.2005.75},
file = {:home/ekrem/Documents/Mendeley Desktop//Pendharkar, Subramanian, Rodger - 2005 - IEEE Transactions on Software Engineering.pdf:pdf},
issn = {0098-5589},
journal = {IEEE Transactions on Software Engineering},
month = jul,
number = {7},
pages = {615--624},
title = {{A probabilistic model for predicting software development effort}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=1492375},
volume = {31},
year = {2005}
}
@article{Pott,
author = {Pott, Fiona},
file = {:home/ekrem/Documents/Mendeley Desktop/Pott - Unknown - America.pdf:pdf},
journal = {America},
title = {{ISBSG Member Organisations}}
}
@article{Cd2007,
author = {Cd, Data and Descriptions, Field and Repository, Isbsg},
file = {:home/ekrem/Documents/Mendeley Desktop/Cd, Descriptions, Repository - 2007 - Group.pdf:pdf},
journal = {Group},
number = {January},
title = {{What you can find in the ISBSG Repository – January 2007}},
year = {2007}
}
@article{Boehm2003,
author = {Biffl, S and Boehm, Barry and Erdogmus, H},
file = {:home/ekrem/Documents/Mendeley Desktop/Biffl, Boehm, Erdogmus - 2006 - Software Engineering Notes.pdf:pdf},
journal = {Software Engineering Notes},
keywords = {and practices,architecting,engi-,engineering agenda below accepts,erally treated as individual,extensions to baseline software,requirements,risk,software economics,software life cycle,software management,software met- neering principles,the challenge of integrating,the value-based software,value},
number = {2},
pages = {1--12},
title = {{Value-based software engineering}},
url = {http://books.google.com/books?hl=en\&lr=\&id=CAlM6nNPcsgC\&oi=fnd\&pg=PR5\&dq=Value-Based+Software+Engineering\&ots=R\_RJhT9\_LB\&sig=TyzxCo-i2\_NQgihg07v0scGOKdY},
volume = {28},
year = {2006}
}
@article{Minowa2005,
author = {Minowa, Yasushi},
doi = {10.1007/s10310-004-0134-7},
file = {:home/ekrem/Documents/Mendeley Desktop/Minowa - 2005 - Journal of Forest Research.pdf:pdf},
journal = {Journal of Forest Research},
month = jun,
number = {3},
pages = {221--231},
title = {{Classification rules discovery from selected trees for thinning with the C4.5 machine learning system}},
volume = {10},
year = {2005}
}
@article{Release,
author = {Release, Your Isbsg Repository Data},
file = {:home/ekrem/Documents/Mendeley Desktop/Release - Unknown - Quality.pdf:pdf},
journal = {Quality},
pages = {1--11},
title = {{Repository Data Release 10 - Field Descriptions}}
}
@article{Taff1991,
author = {Taff, L.M. and Borchering, J.W. and Hudgins, W.R.},
doi = {10.1109/32.83918},
issn = {00985589},
journal = {IEEE Transactions on Software Engineering},
number = {8},
pages = {839--849},
title = {{Estimeetings: development estimates and a front-end process for a large project}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=83918},
volume = {17},
year = {1991}
}
@article{Leblond2010a,
abstract = {This study examined the sterol compositions of 102 dinoflagellates using clustering and cluster validation techniques, as a means of determining the relatedness of the organisms. In addition, dinoflagellate sterol-based relationships were compared statistically to 18S rDNA-based phylogenetic relationships using the Mantel test. Our results indicated that the examined dinoflagellates formed six clusters based on sterol composition and that several, but not all, dinoflagellate genera, which formed discrete clusters in the 18S rDNA-based phylogeny, shared similar sterol compositions. This and other correspondences suggest that the sterol compositions of dinoflagellates are explained, to a certain extent, by the evolutionary history of this lineage.},
author = {Leblond, Jeffrey D and Lasiter, Andrew D and Li, Cen and Logares, Ramiro and Rengefors, Karin and Evens, Terence J},
file = {:home/ekrem/Documents/Mendeley Desktop/Leblond et al. - 2010 - International journal of data mining and bioinformatics(6).pdf:pdf},
issn = {1748-5673},
journal = {International journal of data mining and bioinformatics},
month = jan,
number = {4},
pages = {431--51},
pmid = {20815141},
title = {{A data mining approach to dinoflagellate clustering according to sterol composition: correlations with evolutionary history.}},
url = {http://www.ncbi.nlm.nih.gov/pubmed/20824303},
volume = {4},
year = {2010}
}
@article{JohannesFurnkranz2005,
author = {F\"{u}rnkranz, Johannes and Flach, Peter A.},
doi = {10.1007/s10994-005-5011-x},
file = {:home/ekrem/Documents/Mendeley Desktop/F\"{u}rnkranz, Flach - 2005 - Machine Learning.pdf:pdf},
issn = {0885-6125},
journal = {Machine Learning},
month = jan,
number = {1},
pages = {39--77},
title = {{ROC and Rule Learning Towards a Better Understanding of Covering Algorithms}},
url = {http://www.springerlink.com/index/10.1007/s10994-005-5011-x},
volume = {58},
year = {2005}
}
@article{Li2009,
author = {Li, Y and Xie, M and Goh, T},
doi = {10.1016/j.jss.2008.06.001},
issn = {01641212},
journal = {Journal of Systems and Software},
keywords = {analogy based estimation,software cost estimation},
number = {2},
pages = {241--252},
title = {{A study of project selection and feature weighting for analogy based software cost estimation}},
url = {http://linkinghub.elsevier.com/retrieve/pii/S0164121208001325},
volume = {82},
year = {2009}
}
@article{Lipowezky1998,
author = {Lipowezky, U.},
journal = {Pattern Recognition Letters},
keywords = {global optimization,optimal prototype subset,single hypercube,test sample set},
number = {10},
pages = {907--918},
publisher = {Elsevier},
title = {{Selection of the optimal prototype subset for 1-NN classification}},
url = {http://linkinghub.elsevier.com/retrieve/pii/S0167865598000750},
volume = {19},
year = {1998}
}
@article{Jeffery2001,
author = {Jeffery, R. and Ruhe, M. and Wieczorek, I.},
doi = {10.1109/METRIC.2001.915512},
isbn = {0-7695-1043-4},
journal = {Proceedings Seventh International Software Metrics Symposium},
pages = {16--27},
publisher = {IEEE Comput. Soc},
title = {{Using public domain metrics to estimate software development effort}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=915512},
year = {2001}
}
@article{Kitchenham2007,
address = {Piscataway, NJ, USA},
annote = {Member-Kitchenham, Barbara A.},
author = {Kitchenham, Barbara and Mendes, Emilia and Travassos, Guilherme H},
doi = {http://dx.doi.org/10.1109/TSE.2007.1001},
file = {:home/ekrem/Documents/Mendeley Desktop//Kitchenham, Mendes, Travassos - 2007 - IEEE Trans. Softw. Eng.pdf:pdf},
issn = {0098-5589},
journal = {IEEE Trans. Softw. Eng.},
number = {5},
pages = {316--329},
publisher = {IEEE Press},
title = {{Cross versus Within-Company Cost Estimation Studies: A Systematic Review}},
volume = {33},
year = {2007}
}
@article{Devanbu2008,
author = {Devanbu, Premkumar and Murphy, Brendan and Nagappan, Nachiappan and Zimmermann, Thomas and Dallmeier, Valentin},
file = {:home/ekrem/Documents/Mendeley Desktop/Devanbu et al. - 2008 - ISSTA.pdf:pdf},
journal = {ISSTA},
pages = {307--308},
title = {{DEFECTS 2008 – International Workshop on Defects in Large Software Systems}},
year = {2008}
}
@article{Fenton,
annote = {\c{c}ok işime yaramaz.. yine bayes net vs..},
author = {Fenton, Norman and Nell, Martin},
journal = {Engineering},
pages = {357--370},
title = {{Software Metrics: Roadmap}}
}
@article{Eriksson2004a,
author = {Eriksson, Peter},
file = {:home/ekrem/Documents/Mendeley Desktop/Eriksson - 2004 - Workbench.pdf:pdf},
journal = {Workbench},
pages = {1--10},
title = {{Metrics Tools}},
year = {2004}
}
@article{angelis00,
address = {Hingham, MA, USA},
author = {Angelis, L and Stamelos, I},
file = {:home/ekrem/Documents/Mendeley Desktop//Angelis, Stamelos - 2000 - Empirical software engineering.pdf:pdf},
issn = {1382-3256},
journal = {Empirical Softw. Engg.},
number = {1},
pages = {35--68},
publisher = {Kluwer Academic Publishers},
title = {{A Simulation Tool for Efficient Analogy Based Cost Estimation}},
volume = {5},
year = {2000}
}
@article{Marquez2008,
author = {Marquez, David and Neil, Martin and Fenton, Norman and Mary, Queen},
file = {:home/ekrem/Documents/Mendeley Desktop/Marquez et al. - 2008 - Science.pdf:pdf},
journal = {Science},
pages = {609--614},
title = {{Solving Dynamic Fault Trees using a New Hybrid Bayesian Network Inference Algorithm}},
year = {2008}
}
@article{Zimmermann2008,
author = {Zimmermann, Thomas and Nagappan, Nachiappan},
file = {:home/ekrem/Documents/Mendeley Desktop/Zimmermann, Nagappan - 2008 - ICSE.pdf:pdf},
journal = {ICSE},
pages = {531--540},
title = {{Predicting Defects using Network Analysis on Dependency Graphs}},
year = {2008}
}
@article{Pendleton2010,
abstract = {A review of Dr. Cushing's surgical cases at Johns Hopkins Hospital revealed new information about his early operative experience with acromegaly. Although in 1912 Cushing published selective case studies regarding this work, a review of all his operations for acromegaly during his early years has never been reported. We uncovered 37 patients who Cushing treated with surgical intervention directed at the pituitary gland. Of these, nine patients who presented with symptoms of acromegaly, and one with symptoms of gigantism were selected for further review. Two patients underwent transfrontal 'omega incision' approaches, and the remaining eight underwent transsphenoidal approaches. Of the 10 patients, 6 were male. The mean age was 38.0 years. The mean hospital stay was 39.4 days. There was one inpatient death during primary interventions (10\%) and three patients were deceased at the time of last follow-up (33\%). The mean time to death, calculated from the date of the primary surgical intervention, and including inpatient and outpatient deaths, was 11.3 months. The mean time to last follow-up, calculated from the day of discharge, was 59.3 months. At the time of last follow-up, two patients reported resolution of headache; four patients reported continued visual deficits, and two patients reported ongoing changes in mental status. This review analyzes the outcomes for 10 patients who underwent surgical intervention for acromegaly or gigantism, and offers an explanation for Cushing's transition from the transfrontal "omega incision" to the transsphenoidal approach while practicing at the Johns Hopkins Hospital.},
author = {Pendleton, Courtney and Adams, Hadie and Salvatori, Roberto and Wand, Gary and Qui\~{n}ones-Hinojosa, Alfredo},
doi = {10.1007/s11102-010-0258-z},
file = {:home/ekrem/Documents/Mendeley Desktop/Pendleton et al. - 2010 - Pituitary.pdf:pdf},
issn = {1573-7403},
journal = {Pituitary},
keywords = {data sharing,replication},
month = sep,
pages = {23--27},
pmid = {20821269},
title = {{On the shoulders of giants: Harvey Cushing's experience with acromegaly and gigantism at the Johns Hopkins Hospital, 1896-1912.}},
url = {http://www.ncbi.nlm.nih.gov/pubmed/20879389},
year = {2010}
}
@article{Aletaha2003,
author = {Aletaha, Daniel and Smolen, Josef S},
file = {:home/ekrem/Documents/Mendeley Desktop/Aletaha, Smolen - 2003 - Current rheumatology reports.pdf:pdf},
issn = {1523-3774},
journal = {Current rheumatology reports},
keywords = {Antineoplastic Agents,Antineoplastic Agents: therapeutic use,Antirheumatic Agents,Antirheumatic Agents: therapeutic use,Arthritis, Rheumatoid,Arthritis, Rheumatoid: diagnosis,Arthritis, Rheumatoid: drug therapy,Cohort Studies,Dose-Response Relationship, Drug,Drug Administration Schedule,Female,Forecasting,Humans,Immunosuppressive Agents,Immunosuppressive Agents: therapeutic use,Long-Term Care,Male,Prognosis,Range of Motion, Articular,Range of Motion, Articular: drug effects,Range of Motion, Articular: physiology,Recovery of Function,Reproducibility of Results,Risk Assessment,Severity of Illness Index,Treatment Outcome},
month = dec,
number = {6},
pages = {409--12},
pmid = {14609484},
title = {{Threats to validity of observational studies on disease-modifying antirheumatic drug therapies for rheumatoid arthritis: new aspects after the fall of the pyramid and the rise of new therapeutics.}},
url = {http://www.ncbi.nlm.nih.gov/pubmed/20162342},
volume = {5},
year = {2003}
}
@article{Leblond2010c,
abstract = {This study examined the sterol compositions of 102 dinoflagellates using clustering and cluster validation techniques, as a means of determining the relatedness of the organisms. In addition, dinoflagellate sterol-based relationships were compared statistically to 18S rDNA-based phylogenetic relationships using the Mantel test. Our results indicated that the examined dinoflagellates formed six clusters based on sterol composition and that several, but not all, dinoflagellate genera, which formed discrete clusters in the 18S rDNA-based phylogeny, shared similar sterol compositions. This and other correspondences suggest that the sterol compositions of dinoflagellates are explained, to a certain extent, by the evolutionary history of this lineage.},
author = {Leblond, Jeffrey D and Lasiter, Andrew D and Li, Cen and Logares, Ramiro and Rengefors, Karin and Evens, Terence J},
file = {:home/ekrem/Documents/Mendeley Desktop/Leblond et al. - 2010 - International journal of data mining and bioinformatics(7).pdf:pdf},
issn = {1748-5673},
journal = {International journal of data mining and bioinformatics},
month = jan,
number = {4},
pages = {431--51},
pmid = {20815141},
title = {{A data mining approach to dinoflagellate clustering according to sterol composition: correlations with evolutionary history.}},
url = {http://www.ncbi.nlm.nih.gov/pubmed/20824303},
volume = {4},
year = {2010}
}
@article{Acknowledgment,
author = {Acknowledgment, Isbsg Sponsor},
file = {:home/ekrem/Documents/Mendeley Desktop/Acknowledgment - Unknown - Unknown.pdf:pdf},
title = {{ISBSG Sponsor Acknowledgment}}
}
@inproceedings{1475424,
address = {Washington, DC, USA},
author = {Jiang, Yue and Cukic, Bojan and Menzies, Tim},
booktitle = {ISSRE '08: Proceedings of the 2008 19th International Symposium on Software Reliability Engineering},
file = {:home/ekrem/Documents/Mendeley Desktop/Jiang, Cukic, Menzies - 2008 - ISSRE '08 Proceedings of the 2008 19th International Symposium on Software Reliability Engineering.pdf:pdf},
isbn = {978-0-7695-3405-3},
pages = {197--206},
title = {{Cost Curve Evaluation of Fault Prediction Models}},
year = {2008}
}
@article{1263515,
address = {Piscataway, NJ, USA},
author = {Agrawal, Manish and Chari, Kaushal},
doi = {http://dx.doi.org/10.1109/TSE.2007.29},
file = {:home/ekrem/Documents/Mendeley Desktop/Agrawal, Chari - 2007 - IEEE Trans. Softw. Eng.pdf:pdf},
issn = {0098-5589},
journal = {IEEE Trans. Softw. Eng.},
pages = {145--156},
title = {{Software Effort, Quality, and Cycle Time: A Study of CMM Level 5 Projects}},
volume = {33},
year = {2007}
}
@inproceedings{Briand1999,
address = {New York, NY, USA},
author = {Briand, Lionel C and {El Emam}, Khaled and Surmann, Dagmar and Wieczorek, Isabella and Maxwell, Katrina D},
booktitle = {ICSE '99: Proceedings of the 21st international conference on Software engineering},
doi = {http://doi.acm.org/10.1145/302405.302647},
file = {:home/ekrem/Documents/Mendeley Desktop/Briand et al. - 1999 - ICSE '99 Proceedings of the 21st international conference on Software engineering.pdf:pdf},
isbn = {1-58113-074-0},
pages = {313--322},
publisher = {ACM},
title = {{An assessment and comparison of common software cost estimation modeling techniques}},
year = {1999}
}
@article{Jorgensen2004,
author = {Jorgensen, Magne},
doi = {10.1016/S0164-1212(02)00156-5},
issn = {01641212},
journal = {Journal of Systems and Software},
keywords = {e ort estimation,expert judgment,project planning,software development},
month = feb,
number = {1-2},
pages = {37--60},
title = {{A review of studies on expert estimation of software development effort}},
volume = {70},
year = {2004}
}
@article{Jorgensen2009,
author = {Jorgensen, Magne and Gruschke, T.M.},
file = {:home/ekrem/Documents/Mendeley Desktop/Jorgensen, Gruschke - 2009 - Software Engineering, IEEE Transactions on.pdf:pdf},
issn = {0098-5589},
journal = {Software Engineering, IEEE Transactions on},
number = {3},
pages = {368--383},
publisher = {IEEE},
title = {{The impact of lessons-learned sessions on effort estimation and uncertainty assessments}},
url = {http://ieeexplore.ieee.org/xpls/abs\_all.jsp?arnumber=4752843},
volume = {35},
year = {2009}
}
@article{1194897,
address = {Cambridge, MA, USA},
annote = {They exploit drichlet process learning for deciding on the number of clusters... 

        
I may use drichlet to decide on K value!??},
author = {III, Hal Daum\'{e} and Marcu, Daniel},
issn = {1533-7928},
journal = {J. Mach. Learn. Res.},
pages = {1551--1577},
title = {{A Bayesian Model for Supervised Clustering with the Dirichlet Process Prior}},
volume = {6},
year = {2005}
}
@misc{TheMendeleySupportTeam2011,
abstract = {A quick introduction to Mendeley. Learn how Mendeley creates your personal digital library, how to organize and annotate documents, how to collaborate and share with colleagues, and how to generate citations and bibliographies.},
address = {London},
author = {{The Mendeley Support Team}},
booktitle = {Mendeley Desktop},
file = {:home/ekrem/Documents/Mendeley Desktop//The Mendeley Support Team - 2011 - Mendeley Desktop.pdf:pdf},
keywords = {Mendeley,how-to,user manual},
pages = {1--16},
publisher = {Mendeley Ltd.},
title = {{Getting Started with Mendeley}},
url = {http://www.mendeley.com},
year = {2011}
}
@inproceedings{1321676,
address = {New York, NY, USA},
author = {Menzies, Tim and Elrawas, Oussama and Hihn, Jairus and Feather, Martin and Madachy, Ray and Boehm, Barry},
booktitle = {ASE '07: Proceedings of the twenty-second IEEE/ACM international conference on Automated software engineering},
doi = {http://doi.acm.org/10.1145/1321631.1321676},
isbn = {978-1-59593-882-4},
pages = {303--312},
title = {{The business case for automated software engineering}},
year = {2007}
}
@article{Member1997,
author = {Member, Senior},
file = {:home/ekrem/Documents/Mendeley Desktop/Member - 1997 - IEEE Transactions on Software Engineering.pdf:pdf},
journal = {IEEE Transactions on Software Engineering},
number = {3},
pages = {1996--1997},
title = {{Comments on “Towards a Framework for Software Measurement Validation”}},
volume = {23},
year = {1997}
}
@article{Fenton2000,
author = {Fenton, N.E. and Ohlsson, N.},
doi = {10.1109/32.879815},
file = {:home/ekrem/Documents/Mendeley Desktop/Fenton, Ohlsson - 2000 - IEEE Transactions on Software Engineering.pdf:pdf},
issn = {00985589},
journal = {IEEE Transactions on Software Engineering},
keywords = {empirical studies,software faults and failures,software metrics},
number = {8},
pages = {797--814},
title = {{Quantitative analysis of faults and failures in a complex software system}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=879815},
volume = {26},
year = {2000}
}
@article{Menzies2006b,
author = {Menzies, Tim and Hu, Ying},
doi = {10.1007/s10462-007-9055-0},
file = {:home/ekrem/Documents/Mendeley Desktop/Menzies, Hu - 2006 - Artificial Intelligence Review.pdf:pdf},
journal = {Artificial Intelligence Review},
keywords = {contrast set learning,tar2,treatment learning},
month = may,
number = {3},
pages = {211--229},
title = {{Just enough learning (of association rules): the TAR2 “Treatment” learner}},
volume = {25},
year = {2006}
}
@article{Menzies2005b,
author = {Menzies, Tim and Port, Dan and Chen, Zhihao and Hihn, Jairus},
doi = {10.1145/1082983.1083170},
issn = {01635948},
journal = {ACM SIGSOFT Software Engineering Notes},
keywords = {cocomo,cost estimation,delta estimation,m5,stability},
month = jul,
number = {4},
pages = {1},
title = {{Simple software cost analysis}},
url = {http://portal.acm.org/citation.cfm?doid=1082983.1083170},
volume = {30},
year = {2005}
}
@article{Menzies2010,
author = {Menzies, Tim and Milton, Zach and Turhan, Burak and Cukic, Bojan and Jiang, Yue and Bener, Ayşe},
doi = {10.1007/s10515-010-0069-5},
file = {:home/ekrem/Documents/Mendeley Desktop/Menzies et al. - 2010 - Automated Software Engineering.pdf:pdf},
issn = {0928-8910},
journal = {Automated Software Engineering},
month = may,
number = {4},
pages = {375--407},
title = {{Defect prediction from static code features: current results, limitations, new approaches}},
url = {http://www.springerlink.com/index/10.1007/s10515-010-0069-5},
volume = {17},
year = {2010}
}
@article{Cohn1994,
author = {Cohn, David and Atlas, Les and Ladner, Richard},
doi = {10.1007/BF00993277},
file = {:home/ekrem/Documents/Mendeley Desktop/Cohn, Atlas, Ladner - 1994 - Machine Learning.pdf:pdf},
issn = {0885-6125},
journal = {Machine Learning},
keywords = {1,active learning,and the network is,chosen at random,generalization,introduction,most neural network generalization,neural networks,pling,problems are studied only,queries,random sampling vs,sam-,simply a passive,the training examples are,version space,with respect to random},
month = may,
number = {2},
pages = {201--221},
title = {{Improving generalization with active learning}},
url = {http://www.springerlink.com/index/10.1007/BF00993277},
volume = {15},
year = {1994}
}
@article{Menzies2006,
author = {Menzies, Tim and Chen, Zhihao and Hihn, Jairus and Lum, Karen},
issn = {0098-5589},
journal = {IEEE Transactions on Software Engineering},
number = {11},
pages = {883--895},
publisher = {Published by the IEEE Computer Society},
title = {{Selecting best practices for effort estimation}},
url = {http://www.computer.org/portal/web/csdl/doi/10.1109/TSE.2006.114},
volume = {32},
year = {2006}
}
@book{seni10,
annote = {p21: ...ensemble methods succeed by reducing bias, reducing variance, or finding a good trade-off between the two.

        
p23: in practice, squared-bias can't be computed, but its a useful theoretical concept.

        

      },
author = {Seni, Giovanni and Elder, John},
isbn = {1608452840, 9781608452842},
publisher = {Morgan and Claypool Publishers},
title = {{Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions}},
year = {2010}
}
@article{Software2006,
author = {Menzies, Tim and Hihn, J},
file = {:home/ekrem/Documents/Mendeley Desktop/Menzies, Hihn - 2006 - IEEE SOFTWARE.pdf:pdf},
journal = {IEEE SOFTWARE},
pages = {23--25},
title = {evidence-based cost estimation for better-quality software},
url = {http://www.computer.org/portal/web/csdl/doi/10.1109/MS.2006.99},
year = {2006}
}
@article{Kirsopp2002,
author = {Kirsopp, C. and Shepperd, M.},
doi = {10.1049/ip-sen},
journal = {IEE Proc.},
number = {5},
title = {{Making inferences with small numbers of training sets}},
volume = {149},
year = {2002}
}
@article{Lundberg,
annote = {I used this paper as a guide while writing the Prest paper.},
author = {Lundberg, Jonas},
file = {:home/ekrem/Documents/Mendeley Desktop/Lundberg - Unknown - Systems Engineering.pdf:pdf},
journal = {Systems Engineering},
keywords = {prest metric tools},
pages = {131--141},
title = {{Comparing Software Metrics Tools}}
}
@article{Finnie1997,
author = {Finnie, G R and Wittig, G E},
journal = {Performance Evaluation},
number = {97},
pages = {281--289},
title = {{A Comparison of Software Effort Estimation Techniques: Using Function Points with Neural Networks, Case-Based Reasoning and Regression Models}},
volume = {1212},
year = {1997}
}
@article{Kemerer1987,
author = {Kemerer, C F},
file = {:home/ekrem/Documents/Mendeley Desktop//Kemerer - 1987 - Communications of the ACM.pdf:pdf},
journal = {Communications of the ACM},
month = may,
number = {5},
pages = {416--429},
title = {{An Empirical Validation of Software Cost Estimation Models}},
volume = {30},
year = {1987}
}
@article{Stensrud2002,
author = {Stensrud, E. and Foss, T. and Kitchenham, B. and Myrtveit, I.},
doi = {10.1109/METRIC.2002.1011320},
file = {:home/ekrem/Documents/Mendeley Desktop/Stensrud et al. - 2002 - Proceedings Eighth IEEE Symposium on Software Metrics.pdf:pdf},
isbn = {0-7695-1339-5},
journal = {Proceedings Eighth IEEE Symposium on Software Metrics},
pages = {3--12},
publisher = {IEEE Comput. Soc},
title = {{An empirical validation of the relationship between the magnitude of relative error and project size}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=1011320},
year = {2002}
}
@inproceedings{1139124,
address = {New York, NY, USA},
author = {Yiftachel, Peleg and Peled, Dan and Hadar, Irit and Goldwasser, Dan},
booktitle = {EDSER '06: Proceedings of the 2006 international workshop on Economics driven software engineering research},
doi = {http://doi.acm.org/10.1145/1139113.1139124},
file = {:home/ekrem/Documents/Mendeley Desktop/Yiftachel et al. - 2006 - EDSER '06 Proceedings of the 2006 international workshop on Economics driven software engineering research.pdf:pdf},
isbn = {1-59593-396-4},
pages = {43--48},
title = {{Resource allocation among development phases: an economic approach}},
year = {2006}
}
@article{Kirsopp2003,
author = {Kirsopp, C. and Shepperd, M. and House, R.L.},
journal = {Research and development in intelligent systems XIX: proceedings of ES2002, the twenty-second SGAI International Conference on Knowledge Based Systems and Applied Artificial Intelligence},
pages = {61},
publisher = {Springer-Verlag New York Inc},
title = {{Case and feature subset selection in case-based software project effort prediction}},
url = {http://scholar.google.com/scholar?hl=en\&btnG=Search\&q=intitle:Case+and+Feature+Subset+Selection+in+Case-+Based+Software+Project+Effort+Prediction\#0},
year = {2003}
}
@book{557000,
address = {Upper Saddle River, NJ, USA},
author = {Boehm, Barry W and Clark and Horowitz and Brown and Reifer and Chulani and Madachy, Ray and Steece, Bert},
isbn = {0130266922},
title = {{Software Cost Estimation with Cocomo II with Cdrom}},
year = {2000}
}
@article{Twala2006,
address = {New York, New York, USA},
author = {Twala, Bhekisipho and Cartwright, Michelle and Shepperd, Martin},
doi = {10.1145/1134285.1134449},
file = {:home/ekrem/Documents/Mendeley Desktop/Twala, Cartwright, Shepperd - 2006 - Proceeding of the 28th international conference on Software engineering - ICSE '06.pdf:pdf},
isbn = {1595933751},
journal = {Proceeding of the 28th international conference on Software engineering - ICSE '06},
keywords = {decision trees,ensemble,machine learning,software prediction},
pages = {909},
publisher = {ACM Press},
title = {{Ensemble of missing data techniques to improve software prediction accuracy}},
url = {http://portal.acm.org/citation.cfm?doid=1134285.1134449},
year = {2006}
}
@article{Manzano2007,
author = {Manzano, Calvo and Feliu, San},
doi = {10.1109/CERMA.2007.92},
keywords = {defects,effort,estimation,process improvement,productivity,size estimation,tspi},
pages = {706--711},
title = {{Impact of TSPi on Software Projects}},
year = {2007}
}
@article{Menzies2008,
author = {Menzies, Tim and Elrawas, Oussama and Boehm, Barry and Madachy, Raymond and Hihn, Jairus and Baker, Daniel and Lum, Karen},
file = {:home/ekrem/Documents/Mendeley Desktop//Menzies et al. - 2008 - ICSP.pdf:pdf},
journal = {ICSP},
pages = {210--221},
title = {{Accurate Estimates without Calibration?}},
year = {2008}
}
@article{Menzies2003,
author = {Menzies, Tim and Gunnalan, Rajesh and Appukutty, Kalaivani and Srinivasan, Amarnath and Hu, Ying},
file = {:home/ekrem/Documents/Mendeley Desktop/Menzies et al. - 2003 - Computer Engineering.pdf:pdf},
journal = {Computer Engineering},
number = {1},
pages = {1--19},
title = {{Learning Tiny Theories}},
year = {2003}
}
@article{Premraj2007,
author = {Premraj, Rahul and Zimmermann, Thomas},
journal = {ESEM},
title = {{Building Software Cost Estimation Models using Homogenous Data}},
year = {2007}
}
@article{Pinzger2007,
author = {Pinzger, Martin and Nagappan, Nachiappan and Murphy, Brendan},
file = {:home/ekrem/Documents/Mendeley Desktop/Pinzger, Nagappan, Murphy - 2007 - Network.pdf:pdf},
journal = {Network},
keywords = {contribution network,failure prediction,network centrality measures,social network analysis},
pages = {2--12},
title = {{Can Developer-Module Networks Predict Failures?}},
year = {2007}
}
@inproceedings{Kitchenham2002,
annote = {finnish dataset description and stuff..},
author = {Kitchenham, Barbara and Kansala, K.},
booktitle = {Software Metrics Symposium, 1993. Proceedings., First International},
file = {:home/ekrem/Documents/Mendeley Desktop/Kitchenham, Kansala - 2002 - Software Metrics Symposium, 1993. Proceedings., First International.pdf:pdf},
isbn = {0818637404},
issn = {1521-3765},
keywords = {dataset description,finnish},
mendeley-tags = {dataset description,finnish},
month = jan,
pages = {11--14},
pmid = {21207617},
publisher = {IEEE},
title = {{Inter-item correlations among function points}},
url = {http://ieeexplore.ieee.org/xpls/abs\_all.jsp?arnumber=263805},
year = {2002}
}
@article{Heemstra1992,
author = {Heemstra, FJ},
journal = {Information and Software Technology},
keywords = {cost models,effort estimation,project estimation},
pages = {1--14},
title = {{Software cost estimation}},
url = {http://scholar.google.com/scholar?hl=en\&btnG=Search\&q=intitle:Software+Cost+Estimation\#4},
year = {1992}
}
@article{Bakr2009,
author = {Bakır, Ayşe and Turhan, Burak and Bener, Ayşe B.},
doi = {10.1007/s11219-009-9081-z},
file = {:home/ekrem/Documents/Mendeley Desktop/Bakır, Turhan, Bener - 2009 - Software Quality Journal.pdf:pdf},
issn = {0963-9314},
journal = {Software Quality Journal},
keywords = {application domain \'{a} cost,embedded software \'{a} machine,estimation \'{a} data homogeneity,learning,\'{a}},
month = jul,
number = {1},
pages = {57--80},
title = {{A new perspective on data homogeneity in software cost estimation: a study in the embedded systems domain}},
url = {http://www.springerlink.com/index/10.1007/s11219-009-9081-z},
volume = {18},
year = {2009}
}
@inproceedings{me01f,
annote = {Available from
$\backslash$url\{http://menzies.us/pdf/01reusere.pdf\}},
author = {Menzies, Tim and Hu, Y},
booktitle = {First International Workshop on Model-based Requirements Engineering},
file = {:home/ekrem/Documents/Mendeley Desktop/Menzies, Hu - 2001 - First International Workshop on Model-based Requirements Engineering.pdf:pdf},
title = {{Reusing models for requirements engineering}},
year = {2001}
}
@article{lessmann09,
author = {Lessmann, S and Baesens, B and Mues, C and Pietsch, S},
file = {:home/ekrem/Documents/Mendeley Desktop/Lessmann et al. - 2008 - IEEE Transactions on Software Engineering.pdf:pdf},
journal = {IEEE Transactions on Software Engineering},
title = {{Benchmarking classification models for software defect prediction: A proposed framework and novel findings}},
year = {2008}
}
@article{Wohlinb1997,
author = {Wohlinb, Claes},
journal = {Information and Software Technology},
keywords = {effort estimation,experimentation,personal software process},
pages = {755--762},
title = {{A subjective effort estimation experiment}},
volume = {39},
year = {1997}
}
@article{Chan2001,
abstract = {We propose a new model for active contours to detect objects in a given image, based on techniques of curve evolution, Mumford-Shah (1989) functional for segmentation and level sets. Our model can detect objects whose boundaries are not necessarily defined by the gradient. We minimize an energy which can be seen as a particular case of the minimal partition problem. In the level set formulation, the problem becomes a "mean-curvature flow"-like evolving the active contour, which will stop on the desired boundary. However, the stopping term does not depend on the gradient of the image, as in the classical active contour models, but is instead related to a particular segmentation of the image. We give a numerical algorithm using finite differences. Finally, we present various experimental results and in particular some examples for which the classical snakes methods based on the gradient are not applicable. Also, the initial curve can be anywhere in the image, and interior contours are automatically detected.},
author = {Chan, T F and Vese, L a},
doi = {10.1109/83.902291},
file = {:home/ekrem/Documents/Mendeley Desktop/Chan, Vese - 2001 - IEEE transactions on image processing a publication of the IEEE Signal Processing Society.pdf:pdf},
issn = {1057-7149},
journal = {IEEE transactions on image processing : a publication of the IEEE Signal Processing Society},
month = jan,
number = {2},
pages = {266--77},
pmid = {18249617},
title = {{Active contours without edges.}},
url = {http://www.ncbi.nlm.nih.gov/pubmed/18249617},
volume = {10},
year = {2001}
}
@article{Wales1999,
author = {Wales, South},
file = {:home/ekrem/Documents/Mendeley Desktop/Wales - 1999 - Empirical Software Engineering.pdf:pdf},
journal = {Empirical Software Engineering},
keywords = {analogy-based estimation,software cost estimation,software size},
pages = {135--158},
title = {{An Empirical Study of Analogy-based Software Effort Estimation}},
volume = {158},
year = {1999}
}
@misc{me01d,
annote = {Available from
$\backslash$url\{http://menzies.us/pdf/01ml4re.pdf\}},
author = {Menzies, Tim and Kiper, J D},
file = {:home/ekrem/Documents/Mendeley Desktop//Menzies, Kiper - 2001 - Unknown.pdf:pdf},
title = {{Machine Learning for Requirements Engineering}},
year = {2001}
}
@article{Menzies2009,
author = {Menzies, Tim},
journal = {Learning},
title = {{Next Generation “Treatment Learning”}},
year = {2009}
}
@article{Braga2004,
abstract = {MOTIVATION: Microarray classification typically possesses two striking attributes: (1) classifier design and error estimation are based on remarkably small samples and (2) cross-validation error estimation is employed in the majority of the papers. Thus, it is necessary to have a quantifiable understanding of the behavior of cross-validation in the context of very small samples. RESULTS: An extensive simulation study has been performed comparing cross-validation, resubstitution and bootstrap estimation for three popular classification rules-linear discriminant analysis, 3-nearest-neighbor and decision trees (CART)-using both synthetic and real breast-cancer patient data. Comparison is via the distribution of differences between the estimated and true errors. Various statistics for the deviation distribution have been computed: mean (for estimator bias), variance (for estimator precision), root-mean square error (for composition of bias and variance) and quartile ranges, including outlier behavior. In general, while cross-validation error estimation is much less biased than resubstitution, it displays excessive variance, which makes individual estimates unreliable for small samples. Bootstrap methods provide improved performance relative to variance, but at a high computational cost and often with increased bias (albeit, much less than with resubstitution).},
author = {Braga-Neto, Ulisses M and Dougherty, Edward R},
doi = {10.1093/bioinformatics/btg419},
file = {:home/ekrem/Documents/Mendeley Desktop/Braga-Neto, Dougherty - 2004 - Bioinformatics (Oxford, England).pdf:pdf},
issn = {1367-4803},
journal = {Bioinformatics (Oxford, England)},
keywords = {Algorithms,Automated,Benchmarking,Benchmarking: methods,Breast Neoplasms,Breast Neoplasms: diagnosis,Breast Neoplasms: genetics,Computer Simulation,Gene Expression Profiling,Gene Expression Profiling: methods,Genetic,Genetic Predisposition to Disease,Genetic Predisposition to Disease: genetics,Genetic Testing,Genetic Testing: methods,Humans,Models,Oligonucleotide Array Sequence Analysis,Oligonucleotide Array Sequence Analysis: methods,Pattern Recognition,Reproducibility of Results,Sample Size,Sensitivity and Specificity,Statistical},
month = feb,
number = {3},
pages = {374--80},
pmid = {14960464},
title = {{Is cross-validation valid for small-sample microarray classification?}},
url = {http://www.ncbi.nlm.nih.gov/pubmed/14960464},
volume = {20},
year = {2004}
}
@article{Turhan2009,
author = {Turhan, B. and Menzies, Tim and Bener, A.B. and {Di Stefano}, J.},
file = {:home/ekrem/Documents/Mendeley Desktop//Turhan et al. - 2009 - Empirical Software Engineering.pdf:pdf},
issn = {1382-3256},
journal = {Empirical Software Engineering},
number = {5},
pages = {540--578},
publisher = {Springer},
title = {{On the relative value of cross-company and within-company data for defect prediction}},
url = {http://www.springerlink.com/index/46U3115855511337.pdf},
volume = {14},
year = {2009}
}
@article{Sun2004,
author = {Sun, Z},
doi = {10.1016/j.patcog.2004.03.013},
file = {:home/ekrem/Documents/Mendeley Desktop/Sun - 2004 - Pattern Recognition.pdf:pdf},
issn = {00313203},
journal = {Pattern Recognition},
keywords = {face detection,feature subset selection,genetic algorithms,support vector machines,vehicle detection},
month = nov,
number = {11},
pages = {2165--2176},
title = {{Object detection using feature subset selection}},
url = {http://linkinghub.elsevier.com/retrieve/pii/S0031320304001359},
volume = {37},
year = {2004}
}
@article{Keung2008a,
address = {Piscataway, NJ, USA},
author = {Keung, Jacky W. and Kitchenham, Barbara and Jeffery, David Ross},
doi = {http://dx.doi.org/10.1109/TSE.2008.34},
file = {:home/ekrem/Documents/Mendeley Desktop/Keung, Kitchenham, Jeffery - 2008 - IEEE Trans. Softw. Eng.pdf:pdf},
issn = {0098-5589},
journal = {IEEE Trans. Softw. Eng.},
number = {4},
pages = {471--484},
publisher = {IEEE Press},
title = {{Analogy-X: Providing Statistical Inference to Analogy-Based Software Cost Estimation}},
volume = {34},
year = {2008}
}
@misc{TheMendeleySupportTeam2011,
abstract = {A quick introduction to Mendeley. Learn how Mendeley creates your personal digital library, how to organize and annotate documents, how to collaborate and share with colleagues, and how to generate citations and bibliographies.},
address = {London},
author = {{The Mendeley Support Team}},
booktitle = {Mendeley Desktop},
file = {:home/ekrem/Documents/Mendeley Desktop//The Mendeley Support Team - 2011 - Mendeley Desktop.pdf:pdf},
keywords = {Mendeley,how-to,user manual},
pages = {1--16},
publisher = {Mendeley Ltd.},
title = {{Getting Started with Mendeley}},
url = {http://www.mendeley.com},
year = {2011}
}
@article{Li2009,
author = {Li, Y and Xie, M and Goh, T},
doi = {10.1016/j.jss.2008.06.001},
file = {:home/ekrem/Documents/Mendeley Desktop/Li, Xie, Goh - 2009 - Journal of Systems and Software.pdf:pdf},
issn = {01641212},
journal = {Journal of Systems and Software},
keywords = {analogy based estimation,software cost estimation},
month = feb,
number = {2},
pages = {241--252},
title = {{A study of project selection and feature weighting for analogy based software cost estimation}},
url = {http://linkinghub.elsevier.com/retrieve/pii/S0164121208001325},
volume = {82},
year = {2009}
}
@article{Browman1999,
author = {Browman, Howard I.},
file = {:home/ekrem/Documents/Mendeley Desktop//Browman - 1999 - Mar. Ecol. Prog. Ser.pdf:pdf},
issn = {0885-6125},
journal = {Mar. Ecol. Prog. Ser.},
pages = {301--309},
publisher = {Springer},
title = {{Negative results}},
url = {http://www.springerlink.com/index/N7K33668Q00G5105.pdf},
volume = {191},
year = {1999}
}
@article{angelis00,
address = {Hingham, MA, USA},
author = {Angelis, L and Stamelos, I},
file = {:home/ekrem/Documents/Mendeley Desktop//Angelis, Stamelos - 2000 - Empirical software engineering.pdf:pdf},
issn = {1382-3256},
journal = {Empirical Softw. Engg.},
number = {1},
pages = {35--68},
publisher = {Kluwer Academic Publishers},
title = {{A Simulation Tool for Efficient Analogy Based Cost Estimation}},
volume = {5},
year = {2000}
}
@article{Mullin2000,
author = {Mullin, Matthew and Sukthankar, R},
file = {:home/ekrem/Documents/Mendeley Desktop/Mullin, Sukthankar - 2000 - Proceedings of International Conference on.pdf:pdf},
journal = {Proceedings of International Conference on},
title = {{Complete cross-validation for nearest neighbor classifiers}},
url = {http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.43.2587\&rep=rep1\&type=pdf},
year = {2000}
}
@article{Chulani1999,
author = {Chulani, Sunita and Boehm, Barry and Steece, Bert},
file = {:home/ekrem/Documents/Mendeley Desktop/Chulani, Boehm, Steece - 1999 - IEEE Transaction on Software Engineerining.pdf:pdf},
journal = {IEEE Trans. Softw. Eng.},
number = {4},
pages = {573--583},
title = {{Bayesian Analysis of Empirical Software Engineering Cost Models}},
volume = {25},
year = {1999}
}
@article{1496100,
address = {New York, NY, USA},
author = {Vaquero, Luis M and Rodero-Merino, Luis and Caceres, Juan and Lindner, Maik},
doi = {http://doi.acm.org/10.1145/1496091.1496100},
issn = {0146-4833},
journal = {SIGCOMM Comput. Commun. Rev.},
pages = {50--55},
title = {{A break in the clouds: towards a cloud definition}},
volume = {39},
year = {2009}
}
@article{Menzies2002,
author = {Menzies, Tim and Stefano, Justin S Di},
file = {:home/ekrem/Documents/Mendeley Desktop/Menzies, Stefano - 2002 - IEEE Transactions on Software Engineering.pdf:pdf},
journal = {IEEE Transactions on Software Engineering},
keywords = {machine learning,reuse},
pages = {6--9},
title = {{More Success and Failure Factors in Software Reuse}},
volume = {XX},
year = {2002}
}
@inproceedings{Kocaguneli2009a,
address = {Boston},
author = {Kocaguneli, Ekrem and Tosun, Ayse and Bener, Ayse and Caglayan, Bora and Turhan, Burak},
booktitle = {SEKE09},
file = {:home/ekrem/Documents/Mendeley Desktop/Kocaguneli et al. - 2009 - SEKE09.pdf:pdf},
title = {{Prest: An Intelligent Software Metrics Extraction, Analysis and Defect Prediction Tool}},
year = {2009}
}
@article{Schumann2009,
author = {Schumann, Johann and Gundy-burlet, Karen and P, Corina and Menzies, Tim and Barrett, Anthony and Ames, Nasa and Cs, Lane},
journal = {Jet Propulsion},
title = {{Software V\&V Support by Parametric Analysis of Large Software Simulation Systems.}},
year = {2009}
}
@inproceedings{Menzies2005,
address = {New York, NY, USA},
author = {Menzies, Tim and Port, Dan and Chen, Zhihao and Hihn, Jairus},
booktitle = {PROMISE '05},
doi = {http://doi.acm.org/10.1145/1083165.1083170},
file = {:home/ekrem/Documents/Mendeley Desktop/Menzies et al. - 2005 - PROMISE '05 Proceedings of the 2005 workshop on Predictor models in software engineering.pdf:pdf},
isbn = {-159593-125-2},
pages = {1--6},
publisher = {ACM},
title = {{Simple software cost analysis: safe or unsafe?}},
year = {2005}
}
@article{Stewart2002,
annote = {bu paper'ı challenge etmiştik yiğit'le yazdığımız paper'da},
author = {Stewart, B.},
file = {:home/ekrem/Documents/Mendeley Desktop/Stewart - 2002 - Journal of Software Maintenance and Evolution Research and Practice.pdf:pdf},
journal = {Journal of Software Maintenance and Evolution: Research and Practice},
keywords = {bayesian networks,machine learning,model trees,neural networks,software effort estimation},
month = may,
number = {3},
pages = {161--179},
title = {{Predicting project delivery rates using the Naive–Bayes classifier}},
volume = {14},
year = {2002}
}
@article{Menzies2006d,
author = {Menzies, Tim and Hu, Y.},
file = {:home/ekrem/Documents/Mendeley Desktop/Menzies, Hu - 2006 - Artificial Intelligence Review(2).pdf:pdf},
issn = {0269-2821},
journal = {Artificial Intelligence Review},
keywords = {association rules,contrast sets,ml-lite,treatment learning},
number = {3},
pages = {211--229},
publisher = {Springer},
title = {{Just enough learning (of association rules): the TAR2 “Treatment” learner}},
url = {http://www.springerlink.com/index/1174372T015345PX.pdf},
volume = {25},
year = {2006}
}
@article{Stone1977a,
author = {Stone, M.},
doi = {10.1093/biomet/64.1.29},
file = {:home/ekrem/Documents/Mendeley Desktop/Stone - 1977 - Biometrika.pdf:pdf},
issn = {0006-3444},
journal = {Biometrika},
number = {1},
pages = {29--35},
title = {{Asymptotics for and against cross-validation}},
url = {http://biomet.oxfordjournals.org/cgi/doi/10.1093/biomet/64.1.29},
volume = {64},
year = {1977}
}
@inproceedings{1145584,
address = {New York, NY, USA},
annote = {company expertise on this project
customer understanding of requirements gibi iki değişken var bu paperda, biz de bunları tutabiliriz..

        
bu paper'dan edindiğim bir diğer fikir de şu: projedeki oynama y\"{u}zdesini predict edebilir analistler.. bu sayede sapmanın y\"{u}zde ka\c{c}la sınırlı kalacağını tahmin etmiş oluruz.. \"{o}rneğin talepkar m\"{u}şterilerde sapmanın ya da sıkışmanın y\"{u}ksek olacağını bilmek işe yarayabilir..},
author = {Costagliola, Gennaro and {Di Martino}, Sergio and Ferrucci, Filomena and Gravino, Carmine and Tortora, Genoveffa and Vitiello, Giuliana},
booktitle = {ICWE '06: Proceedings of the 6th international conference on Web engineering},
doi = {http://doi.acm.org/10.1145/1145581.1145584},
isbn = {1-59593-352-2},
pages = {9--16},
title = {{Effort estimation modeling techniques: a case study for web applications}},
year = {2006}
}
@article{Sapena2008,
author = {Sapena, Emili and Turmo, Jordi},
pages = {428--439},
title = {{A Graph Partitioning Approach to Entity Disambiguation Using Uncertain Information}},
year = {2008}
}
@article{Studer1998,
author = {Studer, R},
doi = {10.1016/S0169-023X(97)00056-6},
file = {:home/ekrem/Documents/Mendeley Desktop/Studer - 1998 - Data \& Knowledge Engineering.pdf:pdf},
issn = {0169023X},
journal = {Data \& Knowledge Engineering},
keywords = {information integration,knowledge acquisition,knowledge engineering,ontology,problem-solving method},
month = mar,
number = {1-2},
pages = {161--197},
title = {{Knowledge engineering: Principles and methods}},
url = {http://linkinghub.elsevier.com/retrieve/pii/S0169023X97000566},
volume = {25},
year = {1998}
}
@article{Jiang2008,
author = {Jiang, Yue and Cukic, Bojan and Menzies, Tim and Bartlow, Nick},
file = {:home/ekrem/Documents/Mendeley Desktop/Jiang et al. - 2008 - Unknown.pdf:pdf},
keywords = {code metrics,design metrics,fault-proneness prediction,machine},
pages = {11--18},
title = {{Comparing Design and Code Metrics for Software Quality Prediction}},
year = {2008}
}
@misc{Mendeley2009,
address = {London},
annote = {Double click on the entry on the left to view the PDF.},
author = {Mendeley},
booktitle = {Mendeley Desktop},
file = {:home/ekrem/Documents/Mendeley Desktop//Mendeley - 2009 - Mendeley Desktop.pdf:pdf},
keywords = {Mendeley},
publisher = {Mendeley Ltd.},
title = {{Getting Started with Mendeley}},
url = {http://www.mendeley.com},
year = {2009}
}
@article{Jalali2007,
author = {Jalali, Omid and Menzies, Tim and Baker, Dan},
journal = {Jet Propulsion},
pages = {1--9},
title = {{Column Pruning Beats Strati cation in Effort Estimation}},
year = {2007}
}
@misc{Breiman1984,
annote = {cart algorithm},
author = {Breiman, L and Friedman, J H and Olshen, R A and Stone, C J},
institution = {Wadsworth International, Monterey, CA},
title = {{Classification and Regression Trees}},
year = {1984}
}
@article{Fenton1994,
author = {Fenton, Norman},
file = {:home/ekrem/Documents/Mendeley Desktop/Fenton - 1994 - IEEE Transactions on Software Engineering.pdf:pdf},
journal = {IEEE Transactions on Software Engineering},
number = {3},
title = {{Software Measurement: A Necessary Scientific Basis}},
volume = {20},
year = {1994}
}
@book{303873,
address = {Boston, MA, USA},
author = {Kruchten, Philippe},
isbn = {0-201-60459-0},
title = {{The Rational Unified Process: an introduction}},
year = {1999}
}
@article{Kitchenham2002a,
author = {Kitchenham, B.a. and Pfleeger, S.L. and Pickard, L.M. and Jones, P.W. and Hoaglin, D.C. and {El Emam}, K. and Rosenberg, J.},
doi = {10.1109/TSE.2002.1027796},
file = {:home/ekrem/Documents/Mendeley Desktop/Kitchenham et al. - 2002 - IEEE Transactions on Software Engineering.pdf:pdf},
issn = {0098-5589},
journal = {IEEE Transactions on Software Engineering},
month = aug,
number = {8},
pages = {721--734},
title = {{Preliminary guidelines for empirical research in software engineering}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=1027796},
volume = {28},
year = {2002}
}
@inproceedings{1453148,
address = {New York, NY, USA},
author = {Kultur, Yigit and Turhan, Burak and Bener, Ayse Basar},
booktitle = {SIGSOFT '08/FSE-16: Proceedings of the 16th ACM SIGSOFT International Symposium on Foundations of software engineering},
file = {:home/ekrem/Documents/Mendeley Desktop/Kultur, Turhan, Bener - 2008 - SIGSOFT '08FSE-16 Proceedings of the 16th ACM SIGSOFT International Symposium on Foundations of software engineering.pdf:pdf},
isbn = {978-1-59593-995-1},
pages = {330--338},
title = {{ENNA: software effort estimation using ensemble of neural networks with associative memory}},
year = {2008}
}
@article{Decisions2008,
author = {Decisions, Requirements},
file = {:home/ekrem/Documents/Mendeley Desktop/Decisions - 2008 - Jet Propulsion.pdf:pdf},
journal = {Jet Propulsion},
number = {April},
pages = {3--10},
title = {{software quality requirements A Broad, Quantitative Model for Making Early Requirements Decisions}},
year = {2008}
}
@inproceedings{Kocaguneli2010a,
author = {Kocaguneli, Ekrem and Tosun, Ayse and Bener, Ayse},
booktitle = {Software Engineering and Advanced Applications (SEAA), 2010 36th EUROMICRO Conference on},
file = {:home/ekrem/Documents/Mendeley Desktop/Kocaguneli, Tosun, Bener - Unknown - Software Engineering and Advanced Applications (SEAA), 2010 36th EUROMICRO Conference on.pdf:pdf},
issn = {1089-6503},
pages = {323--326},
publisher = {IEEE},
title = {{AI-Based Models for Software Effort Estimation}},
url = {http://ieeexplore.ieee.org/xpls/abs\_all.jsp?arnumber=5598114}
}
@inproceedings{319657,
address = {Los Alamitos, CA, USA},
author = {Miyazaki, Yukio and Mori, Kuniaki},
booktitle = {ICSE '85: Proceedings of the 8th international conference on Software engineering},
isbn = {0-8186-0620-7},
pages = {292--299},
title = {{COCOMO evaluation and tailoring}},
year = {1985}
}
@article{Jorgensen2009a,
author = {Jorgensen, M. and Gruschke, T.M.},
doi = {10.1109/TSE.2009.2},
file = {:home/ekrem/Documents/Mendeley Desktop/Jorgensen, Gruschke - 2009 - IEEE Transactions on Software Engineering.pdf:pdf},
issn = {0098-5589},
journal = {IEEE Transactions on Software Engineering},
month = may,
number = {3},
pages = {368--383},
title = {{The Impact of Lessons-Learned Sessions on Effort Estimation and Uncertainty Assessments}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=4752843},
volume = {35},
year = {2009}
}
@article{Boehm2000,
author = {Boehm, Barry and Abts, Chris and Chulani, Sunita},
journal = {Annals of Software Engineering},
pages = {177--205},
title = {{Software development cost estimation approaches – A survey}},
volume = {10},
year = {2000}
}
@article{Menzies2007,
author = {Menzies, Tim and Dekhtyar, Alex and Distefano, Justin},
file = {:home/ekrem/Documents/Mendeley Desktop/Menzies, Dekhtyar, Distefano - 2007 - IEEE Transactions on.pdf:pdf},
journal = {IEEE Transactions on},
number = {1},
pages = {11--14},
title = {{Problems with Precision}},
url = {http://ieeexplore.ieee.org/xpls/abs\_all.jsp?arnumber=4288197},
volume = {6},
year = {2007}
}
@article{Checker,
author = {Checker, The Isbsg Early Estimate and Release, Isbsg Repository Data C D and Checker, Isbsg Early Estimate},
file = {:home/ekrem/Documents/Mendeley Desktop/Checker, Release, Checker - Unknown - Unknown.pdf:pdf},
pages = {1--5},
title = {{ISBSG Early Estimate Checker V5.0 - User Guide}}
}
@misc{Kocaguneli2011a,
author = {Kocaguneli, Ekrem and Menzies, Tim},
title = {{The Effects of Test Set Selection on Effort Estimation (in preperation)}},
year = {2011}
}
@article{Compendium,
author = {Compendium, The Software Metrics},
file = {:home/ekrem/Documents/Mendeley Desktop/Compendium - Unknown - Unknown.pdf:pdf},
pages = {1--2},
title = {{ISBSG – The Software Metrics Compendium 1 of 2}}
}
@article{Harman2010,
author = {Harman, Mark},
doi = {10.1109/TSE.2009.71},
file = {:home/ekrem/Documents/Mendeley Desktop/Harman - 2010 - IEEE Transactions on Software Engineering.pdf:pdf},
journal = {IEEE Transactions on Software Engineering},
month = mar,
number = {2},
pages = {226--247},
title = {{A Theoretical and Empirical Study of Search-Based Testing: Local, Global, and Hybrid Search}},
volume = {36},
year = {2010}
}
@article{Mendes2008,
author = {Mendes, Emilia and Mosley, Nile},
doi = {10.1109/TSE.2008.64},
file = {:home/ekrem/Documents/Mendeley Desktop/Mendes, Mosley - 2008 - IEEE Transactions on Software Engineering.pdf:pdf},
issn = {0098-5589},
journal = {IEEE Transactions on Software Engineering},
month = nov,
number = {6},
pages = {723--737},
title = {{Bayesian Network Models for Web Effort Prediction: A Comparative Study}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=4589218},
volume = {34},
year = {2008}
}
@article{Menzies1997,
author = {Menzies, Tim},
doi = {10.1002/(SICI)1097-024X(199712)27:12<1457::AID-SPE140>3.3.CO;2-0},
file = {:home/ekrem/Documents/Mendeley Desktop/Menzies - 1997 - Software Practice and Experience.pdf:pdf},
issn = {00380644},
journal = {Software: Practice and Experience},
keywords = {knowledge-level modelling,oo patterns expert systems},
month = dec,
number = {12},
pages = {1457--1478},
title = {{Object‐oriented patterns: lessons from expert systems}},
url = {http://doi.wiley.com/10.1002/(SICI)1097-024X(199712)27:12<1457::AID-SPE140>3.3.CO;2-0},
volume = {27},
year = {1997}
}
@inproceedings{MacDonell2010,
address = {Bolzano-Bozen, Italy},
author = {MacDonell, SG and Shepperd, Martin},
booktitle = {Empirical Software Engineering and Measurement},
file = {:home/ekrem/Documents/Mendeley Desktop/MacDonell, Shepperd - 2010 - Empirical Software Engineering and Measurement.pdf:pdf},
keywords = {effort prediction,empirical analysis,phase data,ries,software project management,time se-},
pages = {1--4},
publisher = {ACM},
title = {{Data accumulation and software effort prediction}},
url = {http://portal.acm.org/citation.cfm?id=1852828},
year = {2010}
}
@inproceedings{Kocaguneli,
author = {Kocaguneli, Ekrem and Kultur, Y. and Bener, A.B.},
booktitle = {ISSRE '09},
file = {:home/ekrem/Documents/Mendeley Desktop/Kocaguneli, Kultur, Bener - 2009 - ISSRE '09.pdf:pdf},
title = {{Combining Multiple Learners Induced on Multiple Datasets for Software Effort Prediction}},
url = {http://www.issre2009.org/papers/issre2009\_245.pdf},
year = {2009}
}
@article{Leblond2010e,
abstract = {This study examined the sterol compositions of 102 dinoflagellates using clustering and cluster validation techniques, as a means of determining the relatedness of the organisms. In addition, dinoflagellate sterol-based relationships were compared statistically to 18S rDNA-based phylogenetic relationships using the Mantel test. Our results indicated that the examined dinoflagellates formed six clusters based on sterol composition and that several, but not all, dinoflagellate genera, which formed discrete clusters in the 18S rDNA-based phylogeny, shared similar sterol compositions. This and other correspondences suggest that the sterol compositions of dinoflagellates are explained, to a certain extent, by the evolutionary history of this lineage.},
author = {Leblond, Jeffrey D and Lasiter, Andrew D and Li, Cen and Logares, Ramiro and Rengefors, Karin and Evens, Terence J},
file = {:home/ekrem/Documents/Mendeley Desktop/Leblond et al. - 2010 - International journal of data mining and bioinformatics(4).pdf:pdf},
issn = {1748-5673},
journal = {International journal of data mining and bioinformatics},
month = jan,
number = {4},
pages = {431--51},
pmid = {20815141},
title = {{A data mining approach to dinoflagellate clustering according to sterol composition: correlations with evolutionary history.}},
url = {http://www.ncbi.nlm.nih.gov/pubmed/20824303},
volume = {4},
year = {2010}
}
@article{Keung2008,
author = {Keung, Jacky W.},
doi = {10.1109/APSEC.2008.43},
file = {:home/ekrem/Documents/Mendeley Desktop/Keung - 2008 - 2008 15th Asia-Pacific Software Engineering Conference.pdf:pdf},
isbn = {978-0-7695-3446-6},
journal = {2008 15th Asia-Pacific Software Engineering Conference},
keywords = {analogy,k-nn,mmre,software cost estimation,software metrics and measurement},
pages = {495--502},
publisher = {Ieee},
title = {{Theoretical Maximum Prediction Accuracy for Analogy-Based Software Cost Estimation}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=4724583},
year = {2008}
}
@article{Briand2001,
author = {Briand, L.C. and Wust, J.},
doi = {10.1109/32.965338},
file = {:home/ekrem/Documents/Mendeley Desktop/Briand, Wust - 2001 - IEEE Transactions on Software Engineering.pdf:pdf},
issn = {00985589},
journal = {IEEE Transactions on Software Engineering},
number = {11},
pages = {963--986},
title = {{Modeling development effort in object-oriented systems using design properties}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=965338},
volume = {27},
year = {2001}
}
@article{Shepperd1997,
annote = {Available from $\backslash$url\{http://www.utdallas.edu/\~{}rbanker/SE\_XII.pdf\}},
author = {Shepperd, M and Schofield, C},
journal = {IEEE Transactions on Software Engineering},
month = nov,
number = {12},
title = {{Estimating Software Project Effort Using Analogies}},
volume = {23},
year = {1997}
}
@inproceedings{me02f,
annote = {Available from
$\backslash$url\{http://menzies.us/pdf/02truisms.pdf\}},
author = {Menzies, Tim and Raffo, David and Setamanit, Siri-on and Hu, Ying and Tootoonian, Sina},
booktitle = {Proceedings of IEEE ASE 2002},
file = {:home/ekrem/Documents/Mendeley Desktop//Menzies et al. - 2002 - Proceedings of IEEE ASE 2002.pdf:pdf},
title = {{Model-based Tests of Truisms}},
year = {2002}
}
@inproceedings{me10c,
author = {Kocaguneli, Ekrem and Gay, Gregory and Menzies, Tim and Yang, Ye and Keung, Jacky W},
booktitle = {IEEE ASE'10},
file = {:home/ekrem/Documents/Mendeley Desktop/Kocaguneli et al. - 2010 - IEEE ASE'10.pdf:pdf},
title = {{When to Use Data from Other Projects for Effort Estimation}},
year = {2010}
}
@article{Angelis2000,
author = {Angelis, L and Stamelos, I},
file = {:home/ekrem/Documents/Mendeley Desktop//Angelis, Stamelos - 2000 - Empirical software engineering.pdf:pdf},
journal = {Empirical software engineering},
pages = {5pp35--68},
title = {{A simulation tool for efficient analogy based cost estimation}},
url = {http://www.springerlink.com/index/u2p46618n6357818.pdf},
volume = {vol},
year = {2000}
}
@inproceedings{Heijstek2007,
author = {Heijstek, Werner and Chaudron, Michel R V},
booktitle = {2nd Workshop on Model Size Metrics},
file = {:home/ekrem/Documents/Mendeley Desktop/Heijstek, Chaudron - 2007 - 2nd Workshop on Model Size Metrics.pdf:pdf},
title = {{Effort Distribution in Model-Based Development}},
year = {2007}
}
@inproceedings{Domingos2000,
author = {Domingos, Pedro},
booktitle = {MACHINE LEARNING-INTERNATIONAL WORKSHOP THEN CONFERENCE-},
file = {:home/ekrem/Documents/Mendeley Desktop/Domingos - 2000 - MACHINE LEARNING-INTERNATIONAL WORKSHOP THEN CONFERENCE-.pdf:pdf},
pages = {231--238},
publisher = {Citeseer},
title = {{A unified bias-variance decomposition and its applications}},
url = {http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.7.1084\&amp;rep=rep1\&amp;type=pdf},
year = {2000}
}
@article{Luthi2007,
author = {Luthi, J.-C.},
doi = {10.1093/intqhc/mzm017},
file = {:home/ekrem/Documents/Mendeley Desktop/Luthi - 2007 - International Journal for Quality in Health Care.pdf:pdf},
journal = {International Journal for Quality in Health Care},
month = jun,
number = {4},
pages = {225--231},
title = {{Administrative data outperformed single-day chart review for comorbidity measure}},
volume = {19},
year = {2007}
}
@article{Fenton2007,
author = {Fenton, N and Neil, M and Marsh, W and Hearty, P and Marquez, D and Krause, P and Mishra, R},
doi = {10.1016/j.infsof.2006.09.001},
file = {:home/ekrem/Documents/Mendeley Desktop/Fenton et al. - 2007 - Information and Software Technology.pdf:pdf},
journal = {Information and Software Technology},
keywords = {causal models,decision support,dynamic bayesian networks,software defects},
month = jan,
number = {1},
pages = {32--43},
title = {{No title.}},
volume = {49},
year = {2007}
}
@article{Pasareanu2008,
address = {New York, New York, USA},
author = {Pǎsǎreanu, Corina S. and Mehlitz, Peter C. and Bushnell, David H. and Gundy-Burlet, Karen and Lowry, Michael and Person, Suzette and Pape, Mark},
doi = {10.1145/1390630.1390635},
file = {:home/ekrem/Documents/Mendeley Desktop/Pǎsǎreanu et al. - 2008 - Proceedings of the 2008 international symposium on Software testing and analysis - ISSTA '08.pdf:pdf},
isbn = {9781605580500},
journal = {Proceedings of the 2008 international symposium on Software testing and analysis - ISSTA '08},
keywords = {software model checking,symbolic execution,unit test-},
pages = {15},
publisher = {ACM Press},
title = {{Combining unit-level symbolic execution and system-level concrete execution for testing nasa software}},
url = {http://portal.acm.org/citation.cfm?doid=1390630.1390635},
year = {2008}
}
@article{Kitchenham2009a,
author = {Kitchenham, Barbara and Pearlbrereton, O and Budgen, D and Turner, M and Bailey, J and Linkman, S},
doi = {10.1016/j.infsof.2008.09.009},
file = {:home/ekrem/Documents/Mendeley Desktop/Kitchenham et al. - 2009 - Information and Software Technology.pdf:pdf},
issn = {09505849},
journal = {Information and Software Technology},
keywords = {evidence-based software engineering,systematic literature review},
month = jan,
number = {1},
pages = {7--15},
title = {{Systematic literature reviews in software engineering – A systematic literature review}},
url = {http://linkinghub.elsevier.com/retrieve/pii/S0950584908001390},
volume = {51},
year = {2009}
}
@article{Huang2002,
author = {Huang, YS and Chiang, CC and Shieh, JW and Grimson, E.},
journal = {Pattern Recognition},
keywords = {classi\"{y}cation oriented error function,competitive learning,neural,prototype construction,prototype optimization},
number = {6},
pages = {1237--1245},
publisher = {Elsevier},
title = {{Prototype optimization for nearest-neighbor classification}},
url = {http://linkinghub.elsevier.com/retrieve/pii/S0031320301001248},
volume = {35},
year = {2002}
}
@article{angelis00,
address = {Hingham, MA, USA},
author = {Angelis, L and Stamelos, I},
file = {:home/ekrem/Documents/Mendeley Desktop//Angelis, Stamelos - 2000 - Empirical software engineering.pdf:pdf},
issn = {1382-3256},
journal = {Empirical Softw. Engg.},
number = {1},
pages = {35--68},
publisher = {Kluwer Academic Publishers},
title = {{A Simulation Tool for Efficient Analogy Based Cost Estimation}},
volume = {5},
year = {2000}
}
@article{Leblond2010,
abstract = {This study examined the sterol compositions of 102 dinoflagellates using clustering and cluster validation techniques, as a means of determining the relatedness of the organisms. In addition, dinoflagellate sterol-based relationships were compared statistically to 18S rDNA-based phylogenetic relationships using the Mantel test. Our results indicated that the examined dinoflagellates formed six clusters based on sterol composition and that several, but not all, dinoflagellate genera, which formed discrete clusters in the 18S rDNA-based phylogeny, shared similar sterol compositions. This and other correspondences suggest that the sterol compositions of dinoflagellates are explained, to a certain extent, by the evolutionary history of this lineage.},
author = {Leblond, Jeffrey D and Lasiter, Andrew D and Li, Cen and Logares, Ramiro and Rengefors, Karin and Evens, Terence J},
file = {:home/ekrem/Documents/Mendeley Desktop/Leblond et al. - 2010 - International journal of data mining and bioinformatics(3).pdf:pdf},
issn = {1748-5673},
journal = {International journal of data mining and bioinformatics},
month = jan,
number = {4},
pages = {431--51},
pmid = {20815141},
title = {{A data mining approach to dinoflagellate clustering according to sterol composition: correlations with evolutionary history.}},
url = {http://www.ncbi.nlm.nih.gov/pubmed/20824303},
volume = {4},
year = {2010}
}
@article{Cuadrado-Gallego2006,
author = {Cuadrado-Gallego, Juan J. and Fern\'{a}ndez-Sanz, Luis and Sicilia, Miguel-\'{A}ngel},
doi = {10.1007/s11219-006-0039-0},
issn = {0963-9314},
journal = {Software Quality Journal},
keywords = {cocomo ii,cost drivers,empirical adjustment,parametric estimation models,software projects},
number = {4},
pages = {339--357},
title = {{Enhancing input value selection in parametric software cost estimation models through second level cost drivers}},
volume = {14},
year = {2006}
}
@article{Menzies2006,
abstract = {Effort estimation often requires generalizing from a small number of historical projects. Generalization from such limited experience is an inherently underconstrained problem. Hence, the learned effort models can exhibit large deviations that prevent standard statistical methods (e.g., t-tests) from distinguishing the performance of alternative effort-estimation methods. The COSEEKMO effort-modeling workbench applies a set of heuristic rejection rules to comparatively assess results from alternative models. Using these rules, and despite the presence of large deviations, COSEEKMO can rank alternative methods for generating effort models. Based on our experiments with COSEEKMO, we advise a new view on supposed "best practices" in model-based effort estimation: 1) Each such practice should be viewed as a candidate technique which may or may not be useful in a particular domain, and 2) tools like COSEEKMO should be used to help analysts explore and select the best method for a particular domain},
author = {Menzies, Tim and Chen, Zhihao and Hihn, Jairus and Lum, Karen},
file = {:home/ekrem/Documents/Mendeley Desktop/Menzies et al. - 2006 - IEEE Transaction on Software Engineering.pdf:pdf},
issn = {0098-5589},
journal = {IEEE Transaction on Software Engineering},
keywords = {data mining,effort estimation method,heuristic rejection rule,project management,software cost estimation,standard statistical method,statistical analysisCOSEEKMO toolkit},
number = {11},
pages = {883--895},
title = {{Selecting Best Practices for Effort Estimation}},
volume = {32},
year = {2006}
}
@article{Gomaa2000,
author = {Gomaa, H. and Menasce, D.a.},
doi = {10.1109/32.881718},
file = {:home/ekrem/Documents/Mendeley Desktop/Gomaa, Menasce - 2000 - IEEE Transactions on Software Engineering.pdf:pdf},
issn = {00985589},
journal = {IEEE Transactions on Software Engineering},
number = {11},
pages = {1066--1085},
title = {{A method for design and performance modeling of client/server systems}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=881718},
volume = {26},
year = {2000}
}
@article{Chang1974,
author = {Chang, Chin-liang},
file = {:home/ekrem/Documents/Mendeley Desktop/Chang - 1974 - IEEE Transactions on Computer.pdf:pdf},
journal = {IEEE Transactions on Computer},
number = {11},
title = {{Finding Prototypes for Nearest Classifiers}},
volume = {C},
year = {1974}
}
@article{Dasgupta2005,
author = {Dasgupta, Sanjoy},
file = {:home/ekrem/Documents/Mendeley Desktop/Dasgupta - 2005 - in Neural Information Processing Systems 17.pdf:pdf},
journal = {in Neural Information Processing Systems 17:},
number = {x},
title = {{Analysis of a greedy active learning strategy}},
url = {http://books.google.com/books?hl=en\&amp;lr=\&amp;id=etp-l5VrbHsC\&amp;oi=fnd\&amp;pg=PA337\&amp;dq=Analysis+of+a+greedy+active+learning+strategy\&amp;ots=\_J6C5HxGBI\&amp;sig=2oGAcWkGNbmnXf-WBblPJSDP61Y},
volume = {1},
year = {2005}
}
@inproceedings{Menzies,
author = {Menzies, Tim and Williams, Steve and El-Rawas, O. and Boehm, Barry and Hihn, Jairus},
booktitle = {Software Engineering, 2009. ICSE 2009. IEEE 31st International Conference on},
file = {:home/ekrem/Documents/Mendeley Desktop/Menzies et al. - 2009 - Software Engineering, 2009. ICSE 2009. IEEE 31st International Conference on.pdf:pdf},
issn = {0270-5257},
pages = {540--550},
publisher = {IEEE},
title = {{How to avoid drastic software process change (using stochastic stability)}},
url = {http://ieeexplore.ieee.org/xpls/abs\_all.jsp?arnumber=5070552},
year = {2009}
}
@article{Practices2003,
author = {Practices, Computing},
file = {:home/ekrem/Documents/Mendeley Desktop/Practices - 2003 - October.pdf:pdf},
journal = {October},
title = {{Data Mining for Very Busy People}},
volume = {10},
year = {2003}
}
@article{Shepperd2005,
author = {Shepperd, M. and Mair, C.},
doi = {10.1109/METRICS.2005.51},
isbn = {0-7695-2371-4},
journal = {11th IEEE International Software Metrics Symposium (METRICS'05)},
keywords = {effort prediction,empirical evaluation,feature subset selection,grey rela-,grey system theory,software project estimation,tional analysis},
number = {Metrics},
pages = {35--35},
publisher = {Ieee},
title = {{Using Grey Relational Analysis to Predict Software Effort with Small Data Sets}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=1509313},
year = {2005}
}
@article{Salisbury2003,
author = {Salisbury, N.},
doi = {10.1215/00141801-50-2-247},
file = {:home/ekrem/Documents/Mendeley Desktop/Salisbury - 2003 - Ethnohistory.pdf:pdf},
journal = {Ethnohistory},
month = apr,
number = {2},
pages = {247--259},
title = {{Embracing Ambiguity: Native Peoples and Christianity in Seventeenth-Century North America}},
volume = {50},
year = {2003}
}
@article{Wohlinb1997a,
author = {Wohlinb, Claes},
journal = {Information and Software Technology},
keywords = {effort estimation,experimentation,personal software process},
pages = {755--762},
title = {{A subjective effort estimation experiment}},
volume = {39},
year = {1997}
}
@article{Briand1992,
author = {Briand, Lionel C},
file = {:home/ekrem/Documents/Mendeley Desktop/Briand - 1992 - IEEE Transactions on Software Engineering.pdf:pdf},
journal = {IEEE Transactions on Software Engineering},
number = {11},
pages = {931--942},
title = {{A Pattern Recognition Approach for Software Engineering Data Analysis}},
volume = {18},
year = {1992}
}
@article{Nagappan2005,
author = {Nagappan, Nachiappan and Ball, Thomas},
file = {:home/ekrem/Documents/Mendeley Desktop/Nagappan, Ball - 2005 - ICSE.pdf:pdf},
journal = {ICSE},
keywords = {defect density,fault-,static analysis tools,statistical methods},
pages = {580--586},
title = {{Static Analysis Tools as Early Indicators of Pre-Release Defect Density}},
year = {2005}
}
@misc{TheMendeleySupportTeam2010,
abstract = {A quick introduction to Mendeley. Learn how Mendeley creates your personal digital library, how to organize and annotate documents, how to collaborate and share with colleagues, and how to generate citations and bibliographies.},
address = {London},
author = {{The Mendeley Support Team}},
booktitle = {Mendeley Desktop},
file = {:home/ekrem/Documents/Mendeley Desktop/The Mendeley Support Team - 2010 - Mendeley Desktop.pdf:pdf},
keywords = {Mendeley,how-to,user manual},
pages = {1--14},
publisher = {Mendeley Ltd.},
title = {{Getting Started with Mendeley}},
url = {http://www.mendeley.com},
year = {2010}
}
@article{Kaczmarek2004,
author = {Kaczmarek, J},
doi = {10.1016/j.infsof.2003.11.001},
issn = {09505849},
journal = {Information and Software Technology},
keywords = {java,object oriented,software size estimation},
month = jul,
number = {9},
pages = {589--601},
title = {{Size and effort estimation for applications written in Java}},
url = {http://linkinghub.elsevier.com/retrieve/pii/S0950584903002180},
volume = {46},
year = {2004}
}
@article{Isaksson2008,
author = {Isaksson, a and Wallman, M and Goransson, H and Gustafsson, M},
doi = {10.1016/j.patrec.2008.06.018},
file = {:home/ekrem/Documents/Mendeley Desktop/Isaksson et al. - 2008 - Pattern Recognition Letters.pdf:pdf},
issn = {01678655},
journal = {Pattern Recognition Letters},
keywords = {performance estimation,supervised classification},
month = oct,
number = {14},
pages = {1960--1965},
title = {{Cross-validation and bootstrapping are unreliable in small sample classification}},
url = {http://linkinghub.elsevier.com/retrieve/pii/S0167865508002158},
volume = {29},
year = {2008}
}
@article{Kitchenham1995a,
author = {Kitchenham, Barbara and Pickard, L. and Pfleeger, S.L.},
doi = {10.1109/52.391832},
file = {:home/ekrem/Documents/Mendeley Desktop/Kitchenham, Pickard, Pfleeger - 1995 - IEEE Software.pdf:pdf},
issn = {07407459},
journal = {IEEE Software},
month = jul,
number = {4},
pages = {52--62},
title = {{Case studies for method and tool evaluation}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=391832},
volume = {12},
year = {1995}
}
@article{Jones2005,
annote = {Suggestion: Compnay specific data beats cross company and possibly more data!},
author = {Jones, Capers and Research, Software Productivity},
journal = {Office},
number = {April},
pages = {8--12},
title = {{Software Cost Estimating Methods for Large Projects ©}},
year = {2005}
}
@article{Kohavi1995a,
author = {Kohavi, R},
file = {:home/ekrem/Documents/Mendeley Desktop/Kohavi - 1995 - International joint Conference on artificial intelligence.pdf:pdf},
journal = {International joint Conference on artificial intelligence},
title = {{A study of cross-validation and bootstrap for accuracy estimation and model selection}},
url = {http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.48.529\&amp;rep=rep1\&amp;type=pdf},
year = {1995}
}
@article{Shen,
author = {Shen, Wen-hsiang and Hsueh, Nien-lin and Chu, Peng-hua},
journal = {Design},
keywords = {personal software process,process improvement,quality management},
pages = {1--7},
title = {{An Experience Report of Applying the Personal Software Process Methodology}}
}
@inproceedings{Kultur,
address = {Ankara, Turkey},
author = {Bener, Ayse and Kultur, Yigit and Kocaguneli, Ekrem},
booktitle = {ISCIS09},
file = {:home/ekrem/Documents/Mendeley Desktop/Bener, Kultur, Kocaguneli - 2009 - ISCIS09.pdf:pdf},
keywords = {-software cost estimation,application domains,phase distribution},
title = {{Domain Specific Phase by Phase Effort Estimation in Software Projects}},
year = {2009}
}
@article{Stone1977,
author = {Stone, M.},
file = {:home/ekrem/Documents/Mendeley Desktop/Stone - 1977 - Biometrika(2).pdf:pdf},
journal = {Biometrika},
number = {1},
pages = {29--35},
title = {{Asymptotics for and against cross-validation}},
url = {http://www.jstor.org/stable/2335766},
volume = {64},
year = {1977}
}
@article{Lu2006,
author = {Lu, Jingli and Yang, Ying and Webb, G},
journal = {Advanced Data Mining and Applications},
pages = {223--238},
publisher = {Springer},
title = {{Incremental Discretization for Naive-Bayes Classifier}},
url = {http://www.springerlink.com/index/e3471527150p1n66.pdf},
volume = {4093},
year = {2006}
}
@article{Chiang2007,
author = {Chiang, I},
doi = {10.1016/j.eswa.2006.05.033},
issn = {09574174},
journal = {Expert Systems with Applications},
keywords = {association rules,document clustering,hierarchical clustering,simplicial complex},
month = jul,
number = {1},
pages = {256--262},
title = {{Discover the semantic topology in high-dimensional data}},
volume = {33},
year = {2007}
}
@article{Mendes2004,
author = {Mendes, Emilia and Kitchenham, Barbara},
doi = {10.1109/METRIC.2004.1357920},
file = {:home/ekrem/Documents/Mendeley Desktop/Mendes, Kitchenham - 2004 - 10th International Symposium on Software Metrics, 2004. Proceedings.pdf:pdf},
isbn = {0-7695-2129-0},
journal = {10th International Symposium on Software Metrics, 2004. Proceedings.},
keywords = {case-based reasoning,company estimation models,cross-,effort estimation,model,regression-based estimation models,replication,study,web projects,within-company estimation},
pages = {348--357},
publisher = {Ieee},
title = {{Further comparison of cross-company and within-company effort estimation models for web applications}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=1357920},
year = {2004}
}
@article{Grimstad2006,
author = {Grimstad, S and Jorgensen, Magne and MOLOKKENOSTVOLD, K},
doi = {10.1016/j.infsof.2005.04.004},
file = {:home/ekrem/Documents/Mendeley Desktop/Grimstad, Jorgensen, MOLOKKENOSTVOLD - 2006 - Information and Software Technology.pdf:pdf},
issn = {09505849},
journal = {Information and Software Technology},
keywords = {software effort estimation,software estimation guidelines,structured review,terminology},
month = apr,
number = {4},
pages = {302--310},
title = {{Software effort estimation terminology: The tower of Babel}},
volume = {48},
year = {2006}
}
@article{Chiang2002,
author = {Chiang, Eliza and Menzies, Tim},
doi = {10.1002/spip.161},
file = {:home/ekrem/Documents/Mendeley Desktop/Chiang, Menzies - 2002 - Software Process Improvement and Practice.pdf:pdf},
journal = {Software Process: Improvement and Practice},
keywords = {modeling methodology,monte,requirement engineering,software process models,software quality assurance},
month = sep,
number = {3-4},
pages = {141--159},
title = {{No title.}},
volume = {7},
year = {2002}
}
@article{Smola2004,
author = {Smola, Alex J and Olkopf, Bernhard S C H},
journal = {Statistics and Computing},
keywords = {machine learning,regression estimation,support vector machines},
pages = {199--222},
title = {{A tutorial on support vector regression ∗ ¨}},
year = {2004}
}
@inproceedings{Marcus2010,
author = {Marcus, Andrian and Menzies, Tim},
booktitle = {Proceedings of the FSE/SDP workshop on Future of software engineering research},
file = {:home/ekrem/Documents/Mendeley Desktop/Marcus, Menzies - 2010 - Proceedings of the FSESDP workshop on Future of software engineering research.pdf:pdf},
pages = {229--232},
publisher = {ACM},
title = {{Software is data too}},
url = {http://portal.acm.org/citation.cfm?id=1882410},
year = {2010}
}
@article{Menzies2006,
author = {Menzies, Tim and Chen, Zhihao and Hihn, Jairus and Lum, Karen},
doi = {10.1109/TSE.2006.114},
journal = {IEEE Transactions on Software Engineering},
keywords = {data mining,effort estimation method,heuristic rejection rule,project management,software cost estimation,standard statistical method,statistical analysisCOSEEKMO toolkit},
number = {11},
pages = {883--895},
title = {{Selecting Best Practices for Effort Estimation}},
volume = {32},
year = {2006}
}
@article{Zhao2004a,
author = {Zhao, Huimin and Ram, Sudha},
file = {:home/ekrem/Documents/Mendeley Desktop/Zhao, Ram - 2004 - IEEE Transactions on Knowledge and Data Engineering.pdf:pdf},
issn = {1041-4347},
journal = {IEEE Transactions on Knowledge and Data Engineering},
number = {6},
pages = {727--739},
publisher = {Published by the IEEE Computer Society},
title = {{Constrained cascade generalization of decision trees}},
url = {http://www.computer.org/portal/web/csdl/doi/10.1109/TKDE.2004.3},
volume = {16},
year = {2004}
}
@article{Compton1995,
author = {Compton, P and Preston, P and Kang, B},
file = {:home/ekrem/Documents/Mendeley Desktop/Compton, Preston, Kang - 1995 - Knowledge Acquisition for Knowledge.pdf:pdf},
journal = {Knowledge Acquisition for Knowledge},
title = {{The use of simulated experts in evaluating knowledge acquisition}},
url = {http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.32.277\&amp;rep=rep1\&amp;type=pdf},
year = {1995}
}
@article{Studies1995,
author = {Studies, Case},
file = {:home/ekrem/Documents/Mendeley Desktop/Studies - 1995 - Ieee Software.pdf:pdf},
journal = {Ieee Software},
title = {{Method Tool}},
year = {1995}
}
@article{Kitchenham1995,
author = {Kitchenham, Barbara and Pfleeger, Shari Lawrence},
file = {:home/ekrem/Documents/Mendeley Desktop/Kitchenham, Pfleeger - 1995 - IEEE Transactions on Software Engineering.pdf:pdf},
journal = {IEEE Transactions on Software Engineering},
number = {12},
title = {{Towards a Framework for Software Measurement Validation}},
volume = {21},
year = {1995}
}
@article{Demsar2006,
author = {Dem\v{s}ar, J},
file = {:home/ekrem/Documents/Mendeley Desktop/Dem\v{s}ar - 2006 - The Journal of Machine Learning Research.pdf:pdf},
journal = {The Journal of Machine Learning Research},
keywords = {comparative studies,friedman test,multiple comparisons tests,statistical methods,wilcoxon signed ranks test},
pages = {1--30},
title = {{Statistical comparisons of classifiers over multiple data sets}},
url = {http://portal.acm.org/citation.cfm?id=1248547.1248548},
volume = {7},
year = {2006}
}
@article{Repository,
author = {Repository, The Isbsg},
file = {:home/ekrem/Documents/Mendeley Desktop/Repository - Unknown - Unknown.pdf:pdf},
pages = {1--10},
title = {{Guidelines for use of the ISBSG data}}
}
@article{Abrahamsson2002,
author = {Abrahamsson, P. and Kautz, K.},
doi = {10.1109/EURMIC.2002.1046223},
isbn = {0-7695-1787-0},
journal = {Proceedings. 28th Euromicro Conference},
pages = {367--374},
publisher = {IEEE Comput. Soc},
title = {{The personal software process: experiences from Denmark}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=1046223},
year = {2002}
}
@article{Ali1995,
author = {Ali, KM and Pazzani, MJ},
file = {:home/ekrem/Documents/Mendeley Desktop/Ali, Pazzani - 1995 - Department of Information and Computer Science.pdf:pdf},
journal = {Department of Information and Computer Science},
keywords = {1 studies involving the,cations by combining,classi cation error,combining classi ers,decision trees,models from one set,much work in learning,multiple models,multiple models for the,of,of training examples,purpose of reducing,recent years have seen,this ensemble makes classi,typically learn a set,use of multiple models},
title = {{On the link between error correlation and error reduction in decision tree ensembles}},
url = {http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.51.1594\&amp;rep=rep1\&amp;type=pdf},
year = {1995}
}
@article{Zhao2004,
author = {Zhao, H.},
doi = {10.1109/TKDE.2004.3},
file = {:home/ekrem/Documents/Mendeley Desktop/Zhao - 2004 - IEEE Transactions on Knowledge and Data Engineering.pdf:pdf},
journal = {IEEE Transactions on Knowledge and Data Engineering},
month = jun,
number = {1},
pages = {1175--739},
title = {{Constrained cascade generalization of decision trees}},
volume = {2},
year = {2004}
}
@article{Mittas2010,
author = {Mittas, Nikolaos and Angelis, Lefteris},
doi = {10.1007/s10664-010-9128-6},
file = {:home/ekrem/Documents/Mendeley Desktop/Mittas, Angelis - 2010 - Empirical Software Engineering.pdf:pdf},
issn = {1382-3256},
journal = {Empirical Software Engineering},
keywords = {estimation by analogy,regression analysis,semi-parametric model,software cost estimation},
month = may,
number = {5},
pages = {523--555},
title = {{LSEbA: least squares regression and estimation by analogy in a semi-parametric model for software cost estimation}},
url = {http://www.springerlink.com/index/10.1007/s10664-010-9128-6},
volume = {15},
year = {2010}
}
@article{Shepperd2002,
author = {Shepperd, Martin and Kadoda, Gada},
file = {:home/ekrem/Documents/Mendeley Desktop/Shepperd, Kadoda - 2002 - Software Engineering, IEEE Transactions on.pdf:pdf},
issn = {0098-5589},
journal = {Software Engineering, IEEE Transactions on},
number = {11},
pages = {1014--1022},
publisher = {IEEE},
title = {{Comparing Software Prediction Techniques Using Simulation}},
url = {http://ieeexplore.ieee.org/xpls/abs\_all.jsp?arnumber=965341},
volume = {27},
year = {2002}
}
@article{Tool,
author = {Tool, Estimation and Report, Project Benchmark},
file = {:home/ekrem/Documents/Mendeley Desktop/Tool, Report - Unknown - Unknown.pdf:pdf},
pages = {2--3},
title = {{ISBSG Data CD Release 10 - Instructions for Licensees 1. 2. 3.}}
}
@inproceedings{1414016,
address = {New York, NY, USA},
annote = {for related work:
6,10,11,12,18},
author = {Yang, Ye and He, Mei and Li, Mingshu and Wang, Qing and Boehm, Barry},
booktitle = {ESEM '08: Proceedings of the Second ACM-IEEE international symposium on Empirical software engineering and measurement},
doi = {http://doi.acm.org/10.1145/1414004.1414016},
file = {:home/ekrem/Documents/Mendeley Desktop/Yang et al. - 2008 - ESEM '08 Proceedings of the Second ACM-IEEE international symposium on Empirical software engineering and measurement.pdf:pdf},
isbn = {978-1-59593-971-5},
pages = {61--69},
title = {{Phase distribution of software development effort}},
year = {2008}
}
@book{Futrell2001,
address = {Upper Saddle River, NJ, USA},
author = {Futrell, Robert T. and Shafer, Linda I. and Shafer, Donald F.},
publisher = {Prentice Hall PTR},
title = {{Quality Software Project Management}},
year = {2001}
}
@article{Menzies2004,
author = {Menzies, Tim and Pecheur, C.},
file = {:home/ekrem/Documents/Mendeley Desktop/Menzies, Pecheur - 2005 - Advances in computers.pdf:pdf},
issn = {0065-2458},
journal = {Advances in computers},
number = {October},
pages = {153--201},
publisher = {Elsevier},
title = {{Verification and Validation and Artificial Intelligence}},
url = {http://linkinghub.elsevier.com/retrieve/pii/S0065245805650048},
volume = {65},
year = {2005}
}
@article{Li2006,
author = {Li, J. and Ruhe, G.},
file = {:home/ekrem/Documents/Mendeley Desktop/Li, Ruhe - 2006 - Proceedings of the 2006 ACMIEEE international symposium on Empirical software engineering.pdf:pdf},
journal = {Proceedings of the 2006 ACM/IEEE international symposium on Empirical software engineering},
keywords = {attribute,attributes,estimation by analogy,missing values,non-quantitative,rough set analysis,selection and weighting,software effort estimation},
pages = {74},
publisher = {ACM},
title = {{A comparative study of attribute weighting heuristics for effort estimation by analogy}},
url = {http://portal.acm.org/citation.cfm?id=1159733.1159746},
year = {2006}
}
@article{Mccallum2000,
author = {Mccallum, Andrew and Street, Henry},
journal = {Science},
pages = {169--178},
title = {{Efficient Clustering of High-Dimensional Data Sets with Application to Reference Matching}},
year = {2000}
}
@inproceedings{Kitchenham2009,
address = {New York, NY, USA},
author = {Kitchenham, Barbara and Mendes, Emilia},
booktitle = {PROMISE '09: Proceedings of the 5th International Conference on Predictor Models in Software Engineering},
doi = {http://doi.acm.org/10.1145/1540438.1540444},
file = {:home/ekrem/Documents/Mendeley Desktop//Kitchenham, Mendes - 2009 - PROMISE '09 Proceedings of the 5th International Conference on Predictor Models in Software Engineering.pdf:pdf},
isbn = {978-1-60558-634-2},
pages = {1--5},
publisher = {ACM},
title = {{Why comparative effort prediction studies may be invalid}},
year = {2009}
}
@article{Review2000,
author = {Review, The Knowledge Engineering},
file = {:home/ekrem/Documents/Mendeley Desktop/Review - 2000 - Review Literature And Arts Of The Americas.pdf:pdf},
journal = {Review Literature And Arts Of The Americas},
number = {1999},
pages = {257--284},
title = {{Building large-scale Bayesian networks}},
volume = {15},
year = {2000}
}
@article{Menzies1996,
author = {Menzies, Tim},
doi = {10.1006/ijhc.1996.0054},
file = {:home/ekrem/Documents/Mendeley Desktop/Menzies - 1996 - International Journal of Human-Computer Studies.pdf:pdf},
issn = {10715819},
journal = {International Journal of Human-Computer Studies},
month = sep,
number = {3},
pages = {305--335},
title = {{Applications of abduction: knowledge-level modelling}},
url = {http://linkinghub.elsevier.com/retrieve/pii/S1071581996900543},
volume = {45},
year = {1996}
}
@article{Elish2009,
author = {Elish, Mahmoud O.},
doi = {10.1016/j.eswa.2009.02.013},
issn = {09574174},
journal = {Expert Systems with Applications},
keywords = {multiple additive regression trees,software effort estimation},
month = sep,
number = {7},
pages = {10774--10778},
title = {{Improved estimation of software project effort using multiple additive regression trees}},
volume = {36},
year = {2009}
}
@article{jorgensen07,
author = {J\o rgensen, M and Shepperd, M},
file = {:home/ekrem/Documents/Mendeley Desktop//J\o rgensen, Shepperd - 2007 - IEEE Transactions on Software Engineering.pdf:pdf},
journal = {IEEE Transactions on Software Engineering},
month = jan,
pages = {33--53},
title = {{A Systematic Review of Software Development Cost Estimation Studies}},
year = {2007}
}
@inproceedings{brouck03,
annote = {Available from
$\backslash$url\{http://www.cs.pdx.edu/\~{}timm/dm/10x10way\}},
author = {Bouckaert, Remco},
booktitle = {ICML'03},
file = {:home/ekrem/Documents/Mendeley Desktop//Bouckaert - 2003 - ICML'03.pdf:pdf},
title = {{Choosing between two learning algorithms based on calibrated tests}},
year = {2003}
}
@article{Kocaguneli2011,
author = {Kocaguneli, Ekrem and Menzies, Tim and Bener, A. and Keung, J.W.},
file = {:home/ekrem/Documents/Mendeley Desktop/Kocaguneli et al. - 2011 - To Appear in IEEE Trans. Softw. Eng.pdf:pdf},
journal = {To Appear in IEEE Trans. Softw. Eng},
title = {{Exploiting the Essential Assumptions of Analogy-based Effort Estimation}},
url = {http://unbox.org/wisp/var/ekrem/teak/teak-v5.pdf},
year = {2011}
}
@article{Nasir2006,
author = {Nasir, M.},
doi = {10.1109/SNPD-SAWN.2006.11},
isbn = {0-7695-2611-X},
journal = {Seventh ACIS International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing (SNPD'06)},
pages = {305--310},
publisher = {Ieee},
title = {{A Survey of Software Estimation Techniques and Project Planning Practices}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=1640709},
year = {2006}
}
@article{kitc01,
author = {Kitchenham, Barbara and Pickard, L M and MacDonell, S G and Shepperd, M J},
file = {:home/ekrem/Documents/Mendeley Desktop//Kitchenham et al. - 2001 - Software, IEE Proceedings.pdf:pdf},
journal = {Software, IEE Proceedings},
number = {3},
pages = {81--85},
title = {{What accuracy statistics really measure}},
volume = {148},
year = {2001}
}
@article{Myrtveit2005,
author = {Myrtveit, I. and Stensrud, E. and Shepperd, M.},
doi = {10.1109/TSE.2005.58},
file = {:home/ekrem/Documents/Mendeley Desktop//Myrtveit, Stensrud, Shepperd - 2005 - IEEE Transactions on Software Engineering.pdf:pdf},
issn = {0098-5589},
journal = {IEEE Transactions on Software Engineering},
month = may,
number = {5},
pages = {380--391},
title = {{Reliability and validity in comparative studies of software prediction models}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=1438374},
volume = {31},
year = {2005}
}
@article{Khoshgoftaar2009,
author = {Khoshgoftaar, Taghi M. and Rebours, Pierre and Seliya, Naeem},
doi = {10.1007/s11219-008-9058-3},
issn = {0963-9314},
journal = {Software Quality Journal},
month = mar,
number = {1},
pages = {25--49},
title = {{Software quality analysis by combining multiple projects and learners}},
volume = {17},
year = {2009}
}
@article{Ball2004,
author = {Classes, SD},
journal = {IEEE Software},
pages = {580--586},
title = {{Static-Analysis Tools}},
url = {http://www.computer.org/portal/web/csdl/doi?doc=abs/html/mags/so/2009/03/mso2009030096.htm},
year = {2004}
}
@article{Scott2005,
author = {Scott, D and Sain, S},
doi = {10.1016/S0169-7161(04)24009-3},
file = {:home/ekrem/Documents/Mendeley Desktop/Scott, Sain - 2005 - Handbook of Statistics.pdf:pdf},
issn = {01697161},
journal = {Handbook of Statistics},
keywords = {averaged shifted histograms,contours,cross-validation,curse of dimensionality,exploratory data analysis,frequency polygons,histograms,kernel estimators,mixture models,visualization},
number = {August 2004},
pages = {229--261},
title = {{Multidimensional Density Estimation}},
url = {http://linkinghub.elsevier.com/retrieve/pii/S0169716104240093},
volume = {24},
year = {2005}
}
@article{Leblond2010b,
abstract = {This study examined the sterol compositions of 102 dinoflagellates using clustering and cluster validation techniques, as a means of determining the relatedness of the organisms. In addition, dinoflagellate sterol-based relationships were compared statistically to 18S rDNA-based phylogenetic relationships using the Mantel test. Our results indicated that the examined dinoflagellates formed six clusters based on sterol composition and that several, but not all, dinoflagellate genera, which formed discrete clusters in the 18S rDNA-based phylogeny, shared similar sterol compositions. This and other correspondences suggest that the sterol compositions of dinoflagellates are explained, to a certain extent, by the evolutionary history of this lineage.},
author = {Leblond, Jeffrey D and Lasiter, Andrew D and Li, Cen and Logares, Ramiro and Rengefors, Karin and Evens, Terence J},
file = {:home/ekrem/Documents/Mendeley Desktop/Leblond et al. - 2010 - International journal of data mining and bioinformatics.pdf:pdf},
issn = {1748-5673},
journal = {International journal of data mining and bioinformatics},
month = jan,
number = {4},
pages = {431--51},
pmid = {20815141},
title = {{A data mining approach to dinoflagellate clustering according to sterol composition: correlations with evolutionary history.}},
url = {http://www.ncbi.nlm.nih.gov/pubmed/20824303},
volume = {4},
year = {2010}
}
@article{Information,
author = {Information, Licensee and Limited, Standards Group},
file = {:home/ekrem/Documents/Mendeley Desktop/Information, Limited - Unknown - Program.pdf:pdf},
journal = {Program},
pages = {1--3},
title = {{Early Estimate Checker V5.0 License Agreement}}
}
@article{Mendes2002,
author = {Mendes, Emilia and Mosley, N.},
doi = {10.1109/ISESE.2002.1166928},
file = {:home/ekrem/Documents/Mendeley Desktop/Mendes, Mosley - 2002 - Proceedings International Symposium on Empirical Software Engineering.pdf:pdf},
isbn = {0-7695-1796-X},
journal = {Proceedings International Symposium on Empirical Software Engineering},
pages = {79--90},
publisher = {IEEE Comput. Soc},
title = {{Further investigation into the use of CBR and stepwise regression to predict development effort for Web hypermedia applications}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=1166928},
year = {2002}
}
@article{239308,
address = {Piscataway, NJ, USA},
author = {Basili, Victor R and Briand, Lionel C and Melo, Walc$\backslash$'elio L},
file = {:home/ekrem/Documents/Mendeley Desktop/Basili, Briand, Melo - 1996 - IEEE Trans. Softw. Eng.pdf:pdf},
issn = {0098-5589},
journal = {IEEE Trans. Softw. Eng.},
pages = {751--761},
title = {{A Validation of Object-Oriented Design Metrics as Quality Indicators}},
volume = {22},
year = {1996}
}
@inproceedings{Kadoda2000,
author = {Kadoda, G. and Cartwright, M. and Shepperd, M.},
booktitle = {UK CBR Workshop, Cambridge, UK},
file = {:home/ekrem/Documents/Mendeley Desktop//Kadoda, Cartwright, Shepperd - 2000 - UK CBR Workshop, Cambridge, UK.pdf:pdf},
keywords = {case based reasoning,cost estimation,effort prediction,software project},
pages = {1--10},
publisher = {Citeseer},
title = {{On configuring a case-based reasoning software project prediction system}},
url = {http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.27.6926\&amp;rep=rep1\&amp;type=pdf},
year = {2000}
}
@article{Celisse2010,
annote = {smt. to cite about multi-methods on p. 48
***2 reasons for using biased model (leave-p-out) selection procedures on p. 50
***start and history of CV on p. 52
*def. of CV on p. 53
**LOO is the most classical exhaustive CV procedure p. 53
* what is v-fold-CV on p. 54

      },
author = {Celisse, Alain},
doi = {10.1214/09-SS054},
file = {:home/ekrem/Documents/Mendeley Desktop/Celisse - 2010 - Statistics Surveys.pdf:pdf},
issn = {1935-7516},
journal = {Statistics Surveys},
keywords = {and phrases,cross-validation,leave-one-out,model selection},
pages = {40--79},
title = {{A survey of cross-validation procedures for model selection}},
url = {http://www.i-journals.org/ss/viewarticle.php?id=54\&layout=abstract},
volume = {4},
year = {2010}
}
@article{Fentonc,
author = {Fenton, Norman and Krause, Paul and Neil, Martin and Reliability, Software and Models, Graphical Probabilistic and Estimation, Defect and Mary, Queen and Road, Mile End and Laboratories, Philips Research and Lane, Crossoak},
file = {:home/ekrem/Documents/Mendeley Desktop/Fenton et al. - Unknown - Unknown(2).pdf:pdf},
number = {0},
pages = {1--35},
title = {{A Probabilistic Model for Software Defect Prediction}},
volume = {44}
}
@article{Guo2010a,
abstract = {We performed an empirical study to characterize factors that affect which bugs get fixed in Windows Vista and Windows 7, focusing on factors related to bug report edits and relationships between people involved in handling the bug. We found that bugs reported by people with better reputations were more likely to get fixed, as were bugs handled by people on the same team and working in geographical proximity. We reinforce these quantitative results with survey feedback from 358 Microsoft employees who were involved in Windows bugs. Survey respondents also mentioned additional qualitative influences on bug fixing, such as the importance of seniority and interpersonal skills of the bug reporter. Informed by these findings, we built a statistical model to predict the probability that a new bug will be fixed (the first known one, to the best of our knowledge). We trained it on Windows Vista bugs and got a precision of 68\% and recall of 64\% when predicting Windows 7 bug fixes. Engineers could use such a model to prioritize bugs during triage, to estimate developer workloads, and to decide which bugs should be closed or migrated to future product versions.},
author = {Guo, P J and Zimmermann, Thomas and Nagappan, Nachiappan and Murphy, Brendan},
file = {:home/ekrem/Documents/Mendeley Desktop/Guo et al. - 2010 - International Conference on Software Engineering.pdf:pdf},
journal = {International Conference on Software Engineering},
pages = {495--504},
publisher = {ACM},
title = {{Characterizing and predicting which bugs get fixed: an empirical study of Microsoft Windows}},
url = {http://portal.acm.org/citation.cfm?id=1806799.1806871},
volume = {1},
year = {2010}
}
@article{Kasten2007,
author = {Kasten, Eric P and Mckinley, Philip K},
journal = {IEEE Transactions on Knowledge and Data Engineering},
number = {4},
pages = {485--499},
title = {{MESO: Supporting Online Decision Making in Autonomic Computing Systems}},
volume = {19},
year = {2007}
}
@article{Chen2005,
author = {Chen, Zhihao and Menzies, Tim and Port, Dan and Boehm, Barry},
journal = {Predictor models in software},
keywords = {cocomo,feature subset selection,lsr,m5,wrapper},
pages = {1--6},
title = {{Feature subset selection can improve software cost estimation accuracy}},
url = {http://portal.acm.org/citation.cfm?id=1082983.1083171},
year = {2005}
}
@inproceedings{Milic2004,
author = {Milic, Drazen and Wohlin, Claes},
booktitle = {Euromicro},
file = {:home/ekrem/Documents/Mendeley Desktop/Milic, Wohlin - 2004 - Euromicro.pdf:pdf},
keywords = {control,effort estimation,estimation process,software project,software project management},
title = {{Distribution Patterns of Effort Estimations}},
year = {2004}
}
@misc{Mendeley2009b,
address = {London},
annote = {Double click on the entry on the left to view the PDF.},
author = {Mendeley},
booktitle = {Mendeley Desktop},
file = {:home/ekrem/Documents/Mendeley Desktop/Mendeley - 2009 - Mendeley Desktop.pdf:pdf},
keywords = {Mendeley},
publisher = {Mendeley Ltd.},
title = {{Getting Started with Mendeley}},
url = {http://www.mendeley.com},
year = {2009}
}
@article{Lum2008,
annote = {While we have found that COCOMO is a very robust model, our results also indicate that local calibration using boot strapping over standard regression, combined with variable reduction (column pruning) andstratification (row pruning using nearest neighbor) is in the vast majority of experiments the most efficient and effective tuning method.},
author = {Lum, Karen and Menzies, Tim and Baker, Dan},
file = {:home/ekrem/Documents/Mendeley Desktop/Lum, Menzies, Baker - 2008 - ISPA SCEA.pdf:pdf},
journal = {ISPA / SCEA},
pages = {12 -- 14},
title = {{2CEE, A TWENTY FIRST CENTURY EFFORT ESTIMATION METHODOLOGY}},
year = {2008}
}
@inproceedings{Kocaguneli2009,
address = {Boston, MA, USA},
author = {Tosun, Ayse and Bener, Ayse and Kocaguneli, Ekrem and Laboratory, Software Research},
booktitle = {SEKE09},
file = {:home/ekrem/Documents/Mendeley Desktop/Tosun et al. - 2009 - SEKE09.pdf:pdf},
title = {{BITS: Issue Tracking and Project Management Tool in Healthcare Software Development}},
year = {2009}
}
@article{Shepperda,
author = {Shepperd, M J and Cartwright, M},
file = {:home/ekrem/Documents/Mendeley Desktop/Shepperd, Cartwright - Unknown - IEEE Trans. Software Eng.pdf:pdf},
journal = {IEEE Trans. Software Eng},
pages = {27no11pp987--998},
title = {{Predicting with Sparse Data}},
volume = {vol}
}
@article{Sharma2008,
author = {Sharma, Vibhu Saujanya},
doi = {10.1145/13487689.13487690},
file = {:home/ekrem/Documents/Mendeley Desktop/Sharma - 2008 - ACM Transactions on Software Engineering and Methodology.pdf:pdf},
journal = {ACM Transactions on Software Engineering and Methodology},
number = {4},
title = {{Post-Release Reliability Growth in Software Products}},
volume = {17},
year = {2008}
}
@article{Dasgupta2008,
address = {New York, New York, USA},
author = {Dasgupta, Sanjoy and Hsu, Daniel},
doi = {10.1145/1390156.1390183},
file = {:home/ekrem/Documents/Mendeley Desktop/Dasgupta, Hsu - 2008 - Proceedings of the 25th international conference on Machine learning - ICML '08.pdf:pdf},
isbn = {9781605582054},
journal = {Proceedings of the 25th international conference on Machine learning - ICML '08},
pages = {208--215},
publisher = {ACM Press},
title = {{Hierarchical sampling for active learning}},
url = {http://portal.acm.org/citation.cfm?doid=1390156.1390183},
year = {2008}
}
@article{Baresi,
author = {Baresi, Luciano and Morasca, Sandro and Paolini, Paolo},
journal = {of the 9th International Symposium on},
keywords = {effort estimation,empirical study,w2000,web application design},
title = {{Estimating the design effort of web applications}},
url = {http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.99.9830\&amp;rep=rep1\&amp;type=pdf},
year = {2003}
}
@article{Bauer1999,
author = {Bauer, Eric and Kohavi, R.},
file = {:home/ekrem/Documents/Mendeley Desktop/Bauer, Kohavi - 1999 - Machine learning.pdf:pdf},
issn = {0885-6125},
journal = {Machine learning},
keywords = {bagging,boosting,classification,decision trees,mean-squared error,naive-bayes},
number = {1},
pages = {105--139},
publisher = {Springer},
title = {{An empirical comparison of voting classification algorithms: Bagging, boosting, and variants}},
url = {http://www.springerlink.com/index/L006M1614W023752.pdf},
volume = {36},
year = {1999}
}
@article{Keung2011,
annote = {http://menzies.us/pdf/11draftranking.pdf},
author = {Keung, Jacky and Kocaguneli, Ekrem and Menzies, Tim},
file = {:home/ekrem/Documents/Mendeley Desktop/Keung, Kocaguneli, Menzies - 2011 - Automated Software Engineering (submitted).pdf:pdf},
journal = {Automated Software Engineering (submitted)},
keywords = {analogy,data mining,effort estimation,evaluation criteria,linear regression,mmre,neural nets,regression trees,stability},
title = {{A Ranking Stability Indicator for Selecting the Best Effort Estimator in Software Cost Estimation}},
url = {http://menzies.us/pdf/11draftranking.pdf},
year = {2011}
}
@inproceedings{Walter,
author = {Walter, B. and Bala, K. and Kulkarni, M. and Pingali, K.},
booktitle = {Interactive Ray Tracing, 2008. RT 2008. IEEE Symposium on},
keywords = {agglomerative clustering,bottom-up tree construction,bounding volume hierarchy,dendogram,lightcuts rendering},
pages = {81--86},
publisher = {IEEE},
title = {{Fast agglomerative clustering for rendering}},
url = {http://ieeexplore.ieee.org/iel5/4625376/4634600/04634626.pdf?arnumber=4634626},
year = {2008}
}
@inproceedings{Bakir2009,
address = {Orlando},
author = {Bakir, Ayse and Kocaguneli, Ekrem and Tosun, Ayse and Bener, Ayse and Turhan, Burak},
booktitle = {AIPR09},
file = {:home/ekrem/Documents/Mendeley Desktop/Bakir et al. - 2009 - AIPR09.pdf:pdf},
title = {{Xiruxe: An Intelligent Fault Tracking Tool}},
year = {2009}
}
@article{Parsons,
author = {Parsons, Lance},
journal = {SIGKDD Explorations},
keywords = {1,background,clustering survey,high dimensional data,introduction,projected clustering,subspace clustering},
number = {1},
pages = {90--105},
title = {{Subspace Clustering for High Dimensional Data: A Review}},
volume = {6}
}
@article{Matson1994,
author = {Matson, Jack E and Barrett, Bruce E and Mellichamp, Joseph M},
journal = {IEEE Transactions on Software Engineering},
number = {4},
title = {{Software Development Cost Estimation Using Function Points}},
volume = {20},
year = {1994}
}
@article{Symons1988,
author = {Symons, Charles R},
journal = {IEEE Transactions on Software Engineering},
number = {8718288},
title = {{Function Point Analysis: Difficulties and Improvements}},
volume = {14},
year = {1988}
}
@article{Unit1998,
author = {Unit, Medical Research Council Biostatistics},
file = {:home/ekrem/Documents/Mendeley Desktop/Unit - 1998 - Public Health.pdf:pdf},
journal = {Public Health},
keywords = {cancer incidence,cervical screening,chain monte carlo methods,gibbs sampling,hierarchical models,markov},
title = {{Bayesian graphical modelling: a case-study in monitoring health outcomes}},
year = {1998}
}
@article{Balcan2006,
address = {New York, New York, USA},
author = {Balcan, Maria-Florina and Beygelzimer, Alina and Langford, John},
doi = {10.1145/1143844.1143853},
file = {:home/ekrem/Documents/Mendeley Desktop/Balcan, Beygelzimer, Langford - 2006 - Proceedings of the 23rd international conference on Machine learning - ICML '06.pdf:pdf},
isbn = {1595933832},
journal = {Proceedings of the 23rd international conference on Machine learning - ICML '06},
pages = {65--72},
publisher = {ACM Press},
title = {{Agnostic active learning}},
url = {http://portal.acm.org/citation.cfm?doid=1143844.1143853},
year = {2006}
}
@article{Bennett2002,
address = {New York, New York, USA},
author = {Bennett, Kristin P. and Demiriz, Ayhan and Maclin, Richard},
doi = {10.1145/775047.775090},
file = {:home/ekrem/Documents/Mendeley Desktop/Bennett, Demiriz, Maclin - 2002 - Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '02.pdf:pdf},
isbn = {158113567X},
journal = {Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '02},
pages = {289},
publisher = {ACM Press},
title = {{Exploiting unlabeled data in ensemble methods}},
url = {http://portal.acm.org/citation.cfm?doid=775047.775090},
year = {2002}
}
@article{Fentona,
author = {Fenton, Norman and Mary, Queen and Ltd, Agena and Neil, Martin and Marquez, David},
file = {:home/ekrem/Documents/Mendeley Desktop/Fenton et al. - Unknown - Unknown.pdf:pdf},
title = {{Using Bayesian Networks to Predict Software Defects and Reliability}}
}
@article{Angelis2000,
address = {Hingham, MA, USA},
author = {Angelis, L and Stamelos, I},
file = {:home/ekrem/Documents/Mendeley Desktop/Angelis, Stamelos - 2000 - Empirical software engineering.pdf:pdf},
issn = {1382-3256},
journal = {Empirical Softw. Engg.},
number = {1},
pages = {35--68},
publisher = {Kluwer Academic Publishers},
title = {{A Simulation Tool for Efficient Analogy Based Cost Estimation}},
volume = {5},
year = {2000}
}
@article{Foss2003,
author = {Foss, T. and Stensrud, E. and Kitchenham, Barbara and Myrtveit, I.},
doi = {10.1109/TSE.2003.1245300},
file = {:home/ekrem/Documents/Mendeley Desktop/Foss et al. - 2003 - IEEE Transactions on Software Engineering.pdf:pdf},
issn = {0098-5589},
journal = {IEEE Transactions on Software Engineering},
month = nov,
number = {11},
pages = {985--995},
title = {{A simulation study of the model evaluation criterion mmre}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=1245300},
volume = {29},
year = {2003}
}
@article{Menzies2006c,
author = {Menzies, Tim and Richardson, Julian},
file = {:home/ekrem/Documents/Mendeley Desktop/Menzies, Richardson - 2006 - Soft Computing.pdf:pdf},
journal = {Soft Computing},
number = {October},
pages = {93--95},
title = {{Making Sense of Requirements, Sooner}},
year = {2006}
}
@article{Rate,
author = {Rate, Your Project Delivery},
file = {:home/ekrem/Documents/Mendeley Desktop/Rate - Unknown - Language.pdf:pdf},
journal = {Language},
pages = {2--3},
title = {{The ISBSG Project Benchmark Report (PBR)}}
}
@article{Harter2009,
author = {Harter, D.E.},
doi = {10.1109/TSE.2009.18},
file = {:home/ekrem/Documents/Mendeley Desktop/Harter - 2009 - IEEE Transactions on Software Engineering.pdf:pdf},
issn = {0098-5589},
journal = {IEEE Transactions on Software Engineering},
month = sep,
number = {5},
pages = {624--637},
title = {{Impact of Budget and Schedule Pressure on Software Development Cycle Time and Effort}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=4815275},
volume = {35},
year = {2009}
}
@article{Bakr2009,
author = {Bakır, Ayşe and Turhan, Burak and Bener, Ayşe B.},
doi = {10.1007/s11219-009-9081-z},
issn = {0963-9314},
journal = {Software Quality Journal},
keywords = {application domain \'{a} cost,embedded software \'{a} machine,estimation \'{a} data homogeneity,learning,\'{a}},
month = jul,
title = {{A new perspective on data homogeneity in software cost estimation: a study in the embedded systems domain}},
url = {http://www.springerlink.com/index/10.1007/s11219-009-9081-z},
year = {2009}
}
@article{Gay2009,
author = {Gay, Gregory and Menzies, Tim and Jalali, Omid and Mundy, Gregory and Gilkerson, Beau and Feather, Martin and Kiper, James},
doi = {10.1007/s10515-009-0059-7},
file = {:home/ekrem/Documents/Mendeley Desktop/Gay et al. - 2009 - Automated Software Engineering.pdf:pdf},
issn = {0928-8910},
journal = {Automated Software Engineering},
month = dec,
number = {1},
pages = {87--116},
title = {{Finding robust solutions in requirements models}},
url = {http://www.springerlink.com/index/10.1007/s10515-009-0059-7},
volume = {17},
year = {2009}
}
@article{Totaro2005,
address = {New York, New York, USA},
author = {Totaro, Michael W. and Perkins, Dmitri D.},
doi = {10.1145/1089444.1089472},
file = {:home/ekrem/Documents/Mendeley Desktop/Totaro, Perkins - 2005 - Proceedings of the 8th ACM international symposium on Modeling, analysis and simulation of wireless and mobile systems - MSWiM '05.pdf:pdf},
isbn = {1595931880},
journal = {Proceedings of the 8th ACM international symposium on Modeling, analysis and simulation of wireless and mobile systems - MSWiM '05},
keywords = {mobile ad hoc networks,performance evaluation,statistical design of experiments},
pages = {159},
publisher = {ACM Press},
title = {{Using statistical design of experiments for analyzing mobile ad hoc networks}},
url = {http://portal.acm.org/citation.cfm?doid=1089444.1089472},
year = {2005}
}
@article{Auer2003,
author = {Auer, Martin and Bank, Raiffeisen Central and Development, Software and Graser, Bernhard and Bif, Stefan},
file = {:home/ekrem/Documents/Mendeley Desktop/Auer et al. - 2003 - METRICS.pdf:pdf},
journal = {METRICS},
keywords = {measure-,ment data collection,software measurement automation,software metrics,tool support},
title = {{A Survey on the Fitness of Commercial Software Metric Tools for Service in Heterogeneous Environments: Common Pitfalls}},
year = {2003}
}
@book{Robson2002,
author = {Robson, C},
publisher = {Blackwell Publisher Ltd},
title = {{Real world research: a resource for social scientists and practitioner-researchers}},
year = {2002}
}
@misc{Mendeley2009a,
address = {London},
annote = {Double click on the entry on the left to view the PDF.},
author = {Mendeley},
booktitle = {Mendeley Desktop},
file = {:home/ekrem/Documents/Mendeley Desktop//Mendeley - 2009 - Mendeley Desktop.pdf:pdf},
keywords = {Mendeley},
publisher = {Mendeley Ltd.},
title = {{Getting Started with Mendeley}},
url = {http://www.mendeley.com},
year = {2009}
}
@article{me08e,
author = {Menzies, Tim and Milton, Z and Bener, A and Cukic, Bojan and Gay, G and Jiang, Y and Turhan, B},
file = {:home/ekrem/Documents/Mendeley Desktop/Menzies et al. - 2008 - Submitted to IEEE TSE.pdf:pdf},
journal = {Submitted to IEEE TSE},
title = {{Overcoming Ceiling Effects in Defect Prediction}},
year = {2008}
}
@article{Li2007,
author = {Li, Jingzhou and Ruhe, Guenther and Al-Emran, A. and Richter, M.M.},
file = {:home/ekrem/Documents/Mendeley Desktop/Li et al. - 2007 - Empirical Software Engineering.pdf:pdf},
journal = {Empirical Software Engineering},
number = {1},
pages = {65--106},
publisher = {Springer},
title = {{A flexible method for software effort estimation by analogy}},
url = {http://www.springerlink.com/index/5R0262NK47V15703.pdf},
volume = {12},
year = {2007}
}
@article{Song2010a,
author = {Song, Qinbao and Jia, Zihan and Shepperd, Martin and Ying, Shi and Liu, Jin},
file = {:home/ekrem/Documents/Mendeley Desktop/Song et al. - 2010 - IEEE Transactions on Software Engineering.pdf:pdf},
issn = {0098-5589},
journal = {IEEE Transactions on Software Engineering},
keywords = {machine learning,scheme evaluation,software defect prediction,software defect-proneness prediction},
number = {X},
pages = {1--16},
publisher = {Published by the IEEE Computer Society},
title = {{A General Software Defect-Proneness Prediction Framework}},
url = {http://www.computer.org/portal/web/csdl/doi/10.1109/TSE.2010.90},
volume = {X},
year = {2010}
}
@misc{TheMendeleySupportTeam2011,
abstract = {A quick introduction to Mendeley. Learn how Mendeley creates your personal digital library, how to organize and annotate documents, how to collaborate and share with colleagues, and how to generate citations and bibliographies.},
address = {London},
author = {{The Mendeley Support Team}},
booktitle = {Mendeley Desktop},
file = {:home/ekrem/Documents/Mendeley Desktop/The Mendeley Support Team - 2011 - Mendeley Desktop.pdf:pdf},
keywords = {Mendeley,how-to,user manual},
pages = {1--16},
publisher = {Mendeley Ltd.},
title = {{Getting Started with Mendeley}},
url = {http://www.mendeley.com},
year = {2011}
}
@article{holte93,
author = {Holte, R C},
file = {:home/ekrem/Documents/Mendeley Desktop//Holte - 1993 - Machine Learning.pdf:pdf},
journal = {Machine Learning},
pages = {63},
title = {{Very Simple Classification Rules Perform Well on Most Commonly Used Datasets}},
volume = {11},
year = {1993}
}
@article{Nagappan2004,
author = {Nagappan, Nachiappan and Williams, Laurie and Hudepohl, John and Snipes, Will and Vouk, Mladen and Networks, Nortel and Park, Research Triangle},
file = {:home/ekrem/Documents/Mendeley Desktop/Nagappan et al. - 2004 - ISSRE.pdf:pdf},
journal = {ISSRE},
title = {{Preliminary Results On Using Static Analysis Tools For Software Inspection}},
year = {2004}
}
@article{Mair2005,
author = {Mair, C. and Shepperd, M.},
doi = {10.1109/ISESE.2005.1541858},
file = {:home/ekrem/Documents/Mendeley Desktop/Mair, Shepperd - 2005 - 2005 International Symposium on Empirical Software Engineering, 2005.pdf:pdf},
isbn = {0-7803-9507-7},
journal = {2005 International Symposium on Empirical Software Engineering, 2005.},
pages = {491--500},
publisher = {Ieee},
title = {{The consistency of empirical comparisons of regression and analogy-based software project cost prediction}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=1541858},
year = {2005}
}
@article{W,
author = {W, William},
journal = {Learning},
keywords = {clustering,large datasets,learning,text mining},
pages = {475--480},
title = {{Learning to Match and Cluster Large High-Dimensional Data Sets For Data Integration}}
}
@inproceedings{me02e,
annote = {Available from
$\backslash$url\{http://menzies.us/pdf/02metrics.pdf\}},
author = {Menzies, Tim and DiStefeno, Justin S and Chapman, Mike and Mcgill, Kenneth},
booktitle = {27th NASA SEL workshop on Software Engineering},
file = {:home/ekrem/Documents/Mendeley Desktop/Menzies et al. - 2002 - 27th NASA SEL workshop on Software Engineering.pdf:pdf},
title = {{Metrics that Matter}},
year = {2002}
}
@inproceedings{Kocaguneli2010,
author = {Kocaguneli, Ekrem and Gay, G. and Menzies, T. and Yang, Y. and Keung, J.W.},
booktitle = {Proceedings of the IEEE/ACM international conference on Automated software engineering},
file = {:home/ekrem/Documents/Mendeley Desktop/Kocaguneli et al. - 2010 - Proceedings of the IEEEACM international conference on Automated software engineering.pdf:pdf},
keywords = {cross,data mining,effort estimation,within},
pages = {321--324},
publisher = {ACM},
title = {{When to use data from other projects for effort estimation}},
url = {http://portal.acm.org/citation.cfm?id=1859061},
year = {2010}
}
@article{Basili1996a,
author = {Basili, VR},
file = {:home/ekrem/Documents/Mendeley Desktop/Basili - 1996 - International Conference on Software Engineering,.pdf:pdf},
journal = {International Conference on Software Engineering,},
pages = {442--449},
title = {{The Role of Experimentation in Software Engineering: Past , Current , and Future}},
url = {http://ieeexplore.ieee.org/xpls/abs\_all.jsp?arnumber=493439},
year = {1996}
}
@article{Eriksson2004,
author = {Eriksson, Peter},
file = {:home/ekrem/Documents/Mendeley Desktop/Eriksson - 2004 - Workbench(2).pdf:pdf},
journal = {Workbench},
pages = {1--10},
title = {{Metrics Tools}},
year = {2004}
}
@article{Menzies2008b,
author = {Menzies, Tim and Benson, Markland and Costello, Ken and Moats, Christina and Northey, Melissa and Richardson, Julian},
journal = {Innovations in Systems and Software Engineering},
keywords = {data mining,early life cycle defect,iv,v},
month = jun,
number = {2},
pages = {169--183},
title = {{No title.}},
volume = {4},
year = {2008}
}
@article{Auer2006,
author = {Auer, Martin and Trendowicz, Adam and Graser, Bernhard and Haunschmid, Ernst and Biffl, Stefan},
file = {:home/ekrem/Documents/Mendeley Desktop/Auer et al. - 2006 - IEEE Transactions on Software Engineering.pdf:pdf},
journal = {IEEE Transactions on Software Engineering},
number = {2},
pages = {83--92},
title = {{Optimal Project Feature Weights in Analogy-Based Cost Estimation: Improvement and Limitations}},
volume = {32},
year = {2006}
}
@article{Frankl1998,
author = {Frankl, P.G. and Hamlet, R.G. and Littlewood, B. and Strigini, L.},
doi = {10.1109/32.707695},
file = {:home/ekrem/Documents/Mendeley Desktop/Frankl et al. - 1998 - IEEE Transactions on Software Engineering.pdf:pdf},
issn = {00985589},
journal = {IEEE Transactions on Software Engineering},
number = {8},
pages = {586--601},
title = {{Evaluating testing methods by delivered reliability [software]}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=707695},
volume = {24},
year = {1998}
}
@inproceedings{Juristo2009,
author = {Juristo, Natalia and Vegas, Sira},
booktitle = {ESEM},
pages = {356--366},
title = {{Using Differences among Replications of Software Engineering Experiments to Gain Knowledge}},
year = {2009}
}
@article{Schneidewind1975,
author = {Schneidewind, N.F.},
journal = {ACM Sigplan Notices},
keywords = {a non-homogeneous poisson process,abstract,and phrases,i a b i,is,l i t y,o l,o n t r,soft-,software error analysis,software measurement,stochastic processes,ware q u a,ware r e l},
number = {6},
pages = {337--346},
publisher = {ACM New York, NY, USA},
title = {{Analysis of error processes in computer software}},
url = {http://portal.acm.org/citation.cfm?id=390016.808456},
volume = {10},
year = {1975}
}
@inproceedings{fea02a,
annote = {Available from
$\backslash$url\{http://menzies.us/pdf/02re02.pdf\}},
author = {Feather, M S and Menzies, Tim},
booktitle = {IEEE Joint Conference On Requirements Engineering ICRE'02 and RE'02, 9-13th September, University of Essen, Germany},
file = {:home/ekrem/Documents/Mendeley Desktop//Feather, Menzies - 2002 - IEEE Joint Conference On Requirements Engineering ICRE'02 and RE'02, 9-13th September, University of Essen, Germany.pdf:pdf},
title = {{Converging on the Optimal Attainment of Requirements}},
year = {2002}
}
@article{Fentonb,
author = {Fenton, Norman and Nell, Martin},
file = {:home/ekrem/Documents/Mendeley Desktop/Fenton, Nell - Unknown - Engineering.pdf:pdf},
journal = {Engineering},
pages = {357--370},
title = {{Software Metrics: Roadmap}}
}
@article{966238,
address = {New York, NY, USA},
author = {Jorgensen, Magne},
doi = {http://doi.acm.org/10.1145/966221.966238},
file = {:home/ekrem/Documents/Mendeley Desktop/Jorgensen - 2003 - SIGSOFT Softw. Eng. Notes.pdf:pdf},
issn = {0163-5948},
journal = {SIGSOFT Softw. Eng. Notes},
pages = {5},
title = {{How much does a vacation cost?: or what is a software cost estimate?}},
volume = {28},
year = {2003}
}
@article{Li2008,
author = {Li, J and Ruhe, G},
file = {:home/ekrem/Documents/Mendeley Desktop/Li, Ruhe - 2008 - Empirical Software Engineering.pdf:pdf},
journal = {Empirical Software Engineering},
keywords = {attribute weighting,effort estimation by analogy,feature selection,heuristics,learning,rough set analysis},
number = {1},
pages = {63--96},
publisher = {Springer},
title = {{Analysis of attribute weighting heuristics for analogy-based software effort estimation method AQUA+}},
url = {http://www.springerlink.com/index/P821335293V53481.pdf},
volume = {13},
year = {2008}
}
@article{Jylwlhoor2006,
author = {Jylwlhoor, Jfrvwdjolrod Vglpduwlqr Iihuuxffl Judylqr Wruwrud and Lw, Xqlvd},
file = {:home/ekrem/Documents/Mendeley Desktop/Jylwlhoor, Lw - 2006 - Engineering.pdf:pdf},
journal = {Engineering},
keywords = {copyright is held by,effort prediction models,empirical validation,owner,s,size metrics,the author,web applications},
pages = {2--9},
title = {(iiruw (vwlpdwlrq 0rgholqj 7hfkqltxhv \$ \&dvh 6wxg\backslash iru :he \$ssolfdwlrqv *},
year = {2006}
}
@article{Leblond2010d,
abstract = {This study examined the sterol compositions of 102 dinoflagellates using clustering and cluster validation techniques, as a means of determining the relatedness of the organisms. In addition, dinoflagellate sterol-based relationships were compared statistically to 18S rDNA-based phylogenetic relationships using the Mantel test. Our results indicated that the examined dinoflagellates formed six clusters based on sterol composition and that several, but not all, dinoflagellate genera, which formed discrete clusters in the 18S rDNA-based phylogeny, shared similar sterol compositions. This and other correspondences suggest that the sterol compositions of dinoflagellates are explained, to a certain extent, by the evolutionary history of this lineage.},
author = {Leblond, Jeffrey D and Lasiter, Andrew D and Li, Cen and Logares, Ramiro and Rengefors, Karin and Evens, Terence J},
file = {:home/ekrem/Documents/Mendeley Desktop/Leblond et al. - 2010 - International journal of data mining and bioinformatics(2).pdf:pdf},
issn = {1748-5673},
journal = {International journal of data mining and bioinformatics},
month = jan,
number = {4},
pages = {431--51},
pmid = {20815141},
title = {{A data mining approach to dinoflagellate clustering according to sterol composition: correlations with evolutionary history.}},
url = {http://www.ncbi.nlm.nih.gov/pubmed/20824303},
volume = {4},
year = {2010}
}
@article{Boudin2010,
abstract = {BACKGROUND: Formulating a clinical information need in terms of the four atomic parts which are Population/Problem, Intervention, Comparison and Outcome (known as PICO elements) facilitates searching for a precise answer within a large medical citation database. However, using PICO defined items in the information retrieval process requires a search engine to be able to detect and index PICO elements in the collection in order for the system to retrieve relevant documents. METHODS: In this study, we tested multiple supervised classification algorithms and their combinations for detecting PICO elements within medical abstracts. Using the structural descriptors that are embedded in some medical abstracts, we have automatically gathered large training/testing data sets for each PICO element. RESULTS: Combining multiple classifiers using a weighted linear combination of their prediction scores achieves promising results with an f-measure score of 86.3\% for P, 67\% for I and 56.6\% for O. CONCLUSIONS: Our experiments on the identification of PICO elements showed that the task is very challenging. Nevertheless, the performance achieved by our identification method is competitive with previously published results and shows that this task can be achieved with a high accuracy for the P element but lower ones for I and O elements.},
author = {Boudin, Florian and Nie, Jian-Yun and Bartlett, Joan C and Grad, Roland and Pluye, Pierre and Dawes, Martin},
doi = {10.1186/1472-6947-10-29},
file = {:home/ekrem/Documents/Mendeley Desktop/Boudin et al. - 2010 - BMC medical informatics and decision making.pdf:pdf},
issn = {1472-6947},
journal = {BMC medical informatics and decision making},
keywords = {Abstracting and Indexing as Topic,Abstracting and Indexing as Topic: classification,Algorithms,Databases, Bibliographic,Information Storage and Retrieval,Information Storage and Retrieval: methods},
month = jan,
number = {3},
pages = {29},
pmid = {20470429},
title = {{Combining classifiers for robust PICO element detection.}},
url = {http://www.pubmedcentral.nih.gov/articlerender.fcgi?artid=2891622\&tool=pmcentrez\&rendertype=abstract},
volume = {10},
year = {2010}
}
@article{Goseva-Popstojanova2006,
author = {Goseva-Popstojanova, K. and Sangle, a.},
doi = {10.1109/DSN.2006.2},
file = {:home/ekrem/Documents/Mendeley Desktop/Goseva-Popstojanova, Sangle - 2006 - International Conference on Dependable Systems and Networks (DSN'06).pdf:pdf},
isbn = {0-7695-2607-1},
journal = {International Conference on Dependable Systems and Networks (DSN'06)},
pages = {505--516},
publisher = {Ieee},
title = {{A Contribution Towards Solving the Web Workload Puzzle}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=1633539},
year = {2006}
}
@article{Menzies2007a,
author = {Menzies, Tim and Owen, David and Richardson, Julian},
file = {:home/ekrem/Documents/Mendeley Desktop/Menzies, Owen, Richardson - 2007 - Integration The Vlsi Journal.pdf:pdf},
journal = {Integration The Vlsi Journal},
pages = {54--60},
title = {{The Strangest Thing About Software}},
year = {2007}
}
@article{Zimmermann2009,
address = {New York, New York, USA},
author = {Zimmermann, Thomas and Nagappan, Nachiappan and Gall, Harald and Giger, Emanuel and Murphy, Brendan},
doi = {10.1145/1595696.1595713},
file = {:home/ekrem/Documents/Mendeley Desktop/Zimmermann et al. - 2009 - ESECFSE'09.pdf:pdf},
isbn = {9781605580012},
journal = {ESEC/FSE'09},
pages = {91},
publisher = {ACM Press},
title = {{Cross-project defect prediction}},
url = {http://portal.acm.org/citation.cfm?doid=1595696.1595713},
year = {2009}
}
@article{Leblond2010f,
abstract = {This study examined the sterol compositions of 102 dinoflagellates using clustering and cluster validation techniques, as a means of determining the relatedness of the organisms. In addition, dinoflagellate sterol-based relationships were compared statistically to 18S rDNA-based phylogenetic relationships using the Mantel test. Our results indicated that the examined dinoflagellates formed six clusters based on sterol composition and that several, but not all, dinoflagellate genera, which formed discrete clusters in the 18S rDNA-based phylogeny, shared similar sterol compositions. This and other correspondences suggest that the sterol compositions of dinoflagellates are explained, to a certain extent, by the evolutionary history of this lineage.},
author = {Leblond, Jeffrey D and Lasiter, Andrew D and Li, Cen and Logares, Ramiro and Rengefors, Karin and Evens, Terence J},
file = {:home/ekrem/Documents/Mendeley Desktop/Leblond et al. - 2010 - International journal of data mining and bioinformatics(5).pdf:pdf},
issn = {1748-5673},
journal = {International journal of data mining and bioinformatics},
month = jan,
number = {4},
pages = {431--51},
pmid = {20815141},
title = {{A data mining approach to dinoflagellate clustering according to sterol composition: correlations with evolutionary history.}},
url = {http://www.ncbi.nlm.nih.gov/pubmed/20824303},
volume = {4},
year = {2010}
}
@article{Wong2009a,
author = {Wong, W. Eric and Tse, T.H. and Glass, Robert L. and Basili, Victor R. and Chen, T.Y.},
issn = {01641212},
journal = {Journal of Systems and Software},
month = aug,
number = {8},
pages = {1370--1373},
title = {{An assessment of systems and software engineering scholars and institutions (2002–2006)}},
url = {http://linkinghub.elsevier.com/retrieve/pii/S0164121209001265},
volume = {82},
year = {2009}
}
@article{Informationa,
author = {Information, Licensee and Name, Licensee and Limited, Benchmarking Standards Group},
file = {:home/ekrem/Documents/Mendeley Desktop/Information, Name, Limited - Unknown - Unknown.pdf:pdf},
title = {{Repository Data CD – Release 10 - License Agreement}}
}
@article{Li2009,
author = {LI, Y and XIE, M and GOH, T},
doi = {10.1016/j.jss.2008.06.001},
file = {:home/ekrem/Documents/Mendeley Desktop//LI, XIE, GOH - 2009 - Journal of Systems and Software.pdf:pdf},
issn = {01641212},
journal = {Journal of Systems and Software},
keywords = {analogy based estimation,software cost estimation},
month = feb,
number = {2},
pages = {241--252},
title = {{A study of project selection and feature weighting for analogy based software cost estimation}},
url = {http://linkinghub.elsevier.com/retrieve/pii/S0164121208001325},
volume = {82},
year = {2009}
}
@article{Menzies2008a,
author = {Menzies, Tim and Benson, Markland and Costello, Ken and Moats, Christina and Northey, Melissa and Richardson, Julian},
doi = {10.1007/s11334-008-0046-3},
issn = {1614-5046},
journal = {Innovations in Systems and Software Engineering},
keywords = {data mining,early life cycle defect,iv,v},
month = jun,
number = {2},
pages = {169--183},
title = {{Learning better IV\&V practices}},
volume = {4},
year = {2008}
}
@article{Tichy1998,
author = {Tichy, Walter},
doi = {10.1109/2.675631},
issn = {00189162},
journal = {Computer},
number = {5},
pages = {32--40},
title = {{Should computer scientists experiment more?}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=675631},
volume = {31},
year = {1998}
}
@article{Kruchten2006,
annote = {Very nice review of work on software architecture. A good starting point in research.},
author = {Kruchten, Philippe and Obbink, Henk and Stafford, Judith},
file = {::},
journal = {Ieee Software},
keywords = {software architecture},
mendeley-tags = {software architecture},
number = {March/April 2006},
title = {{The Past, Present, and Future of Software Architecture}},
year = {2006}
}
@article{Fenton1999,
annote = {test},
author = {Fenton, N E and Neil, M},
journal = {Software Engineering, IEEE Transactions on},
keywords = {defect prediction},
mendeley-tags = {defect prediction},
pages = {675},
title = {{A critique of software defect prediction models}},
volume = {25},
year = {1999}
}
@article{forgy82,
author = {Forgy, C L},
journal = {Artificial Intelligence},
pages = {17--37},
title = {{\{RETE\}: A \{F\}ast \{A\}lgorithm for the \{M\}any \{P\}attern/\{M\}any \{O\}bject \{P\}attern \{M\}atch \{P\}roblem}},
year = {1982}
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@inproceedings{me97b,
annote = {Available from
$\backslash$url\{http://menzies.us/pdf/97rdra.pdf\}},
author = {Menzies, T J and Mahidadia, A},
booktitle = {Workshop on Problem-Solving Methods for Knowledge-based Systems, IJCAI '97, August 23.},
title = {{Ripple-Down Rationality: A Framework for Maintaining PSMs}},
year = {1997}
}
@article{me07e,
annote = {$\backslash$url\{http://menzies.us/pdf/07precision.pdf\}},
author = {Menzies, Tim and Dekhtyar, Alex and Distefano, Justin and Greenwald, Jeremy},
journal = {IEEE Transactions on Software Engineering},
month = sep,
title = {{Problems with Precision}},
year = {2007}
}
@book{mcintosh80,
author = {McIntosh, J E A and McIntosh, R P},
publisher = {Springer-Verlag},
title = {{Mathematical Modeling and Computers in Endocrinology}},
year = {1980}
}
@unpublished{hod96,
annote = {Hodgson derived his meta-model from a recent
analysis of how CASE tools are used in business
environments},
author = {Hodgson, B},
title = {{Personal communication}},
year = {1996}
}
@inproceedings{fea00,
author = {Feather, M S and Cornford, S L and Larson, T W},
booktitle = {15th IEEE International Conference on Automated Software Engineering, Grenoble, France},
month = sep,
pages = {309--312},
title = {{Combining the Best Attributes of Qualitative and Quantitative Risk Management Tool Support}},
year = {2000}
}
@misc{preston92,
annote = {Honours thesis, School of Electrical Engineering,
University of NSW},
author = {Preston, P},
title = {{Expert Systems, Knowledge Aquisition and Knowledge Modification}},
year = {1992}
}
@article{boetticher03,
author = {Boetticher, G},
journal = {IEEE Intelligent Systems},
month = jun,
title = {{When Will it Be Done? The 300 Billion Dollar Question, Machine Learner Answers}},
year = {2003}
}
@inproceedings{iwasaki95a,
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title = {{SpaceShipOne: Soaring Toward Tomorrow, A Space.com special report}},
year = {2004}
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author = {Eriksson, H and Shahar, Y and Tu, S W and Puerta, A R and Musen, M A},
journal = {Artificial Intelligence},
number = {2},
pages = {293--326},
title = {{Task Modeling with Reusable Problem-Solving Methods}},
volume = {79},
year = {1995}
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author = {Yoon, Kyung-A and Bae, Doo-Hwan},
doi = {10.1016/j.infsof.2009.08.005},
file = {::},
issn = {09505849},
journal = {Information and Software Technology},
month = feb,
number = {2},
pages = {137--151},
title = {{A pattern-based outlier detection method identifying abnormal attributes in software project data}},
url = {http://linkinghub.elsevier.com/retrieve/pii/S0950584909001256},
volume = {52},
year = {2010}
}
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author = {DeKleer, J and Brown, J S},
journal = {Artificial Intelligence},
pages = {7--83},
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volume = {25},
year = {1984}
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annote = {Technical Report CMU/SEI-94-TR-013. Available from
$\backslash$url\{http://www.sei.cmu.edu/pub/documents/94.reports/pdf/tr13.94.pdf\}},
author = {Herbsleb, James and Carleton, Anita and Rozum, James and Siegel, Jane and Zubrow, David},
institution = {Software Engineering Institute, Carnegie Mellon University},
month = aug,
title = {{Benefits of CMM-Based Software Process Improvement: Initial Results}},
year = {1994}
}
@inproceedings{me98c,
annote = {Available from
$\backslash$url\{http://menzies.us/pdf/98ozai.pdf\}},
author = {Menzies, T J and Waugh, S},
booktitle = {Proceedings of the Australian AI '98 conference},
publisher = {World-Scientific},
title = {{Lower Limits on the Size of Test Data Sets}},
year = {1998}
}
@article{me08i,
annote = {Avialable from $\backslash$url\{http://menzies.us/pdf/08promised.pdf\}},
author = {Menzies, T},
journal = {Empirical Software Engineering},
month = oct,
title = {{Editorial, special issue, repeatable experiments in software engineering}},
year = {2008}
}
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author = {Feng, Q W and Cohen, R F and Eades, P},
booktitle = {Proc. of the Third European Symposium on Algorithms},
publisher = {Springer-Verlag},
series = {Lecture Notes in Computer Science},
title = {{Planarity for Clustered Graphs}},
year = {1995}
}
@article{Ierusalimschy,
author = {Ierusalimschy, Roberto},
file = {::},
title = {{Programming in Lua Programming in Lua}}
}
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author = {IEEE-1012},
title = {{\{IEEE\} Standard 1012-2004 for Software Verification and Validation}},
year = {1998}
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author = {Shneiderman, B},
journal = {Computer},
month = aug,
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title = {{Direct Manipulation: A Step Beyond Programming Languages}},
year = {1983}
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@misc{standish95,
annote = {Available from
$\backslash$url\{http://www4.in.tum.de/lehre/vorlesungen/vse/WS2004/1995\_Standish\_Chaos.pdf\}},
title = {{The \{S\}tandish \{G\}roup \{R\}eport: \{C\}haos}},
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author = {Boehm, B},
publisher = {Prentice Hall},
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@article{Zitzler,
author = {Zitzler, Eckart and Laumanns, Marco and Bleuler, Stefan},
file = {::},
keywords = {pareto},
mendeley-tags = {pareto},
title = {{A Tutorial on Evolutionary Multiobjective Optimization}}
}
@inproceedings{ohara93,
author = {O'Hara, K and Shadbolt, N},
booktitle = {\{IJCAI\} '93},
pages = {188--193},
title = {{\{AI\} \{M\}odels as a \{V\}ariety of \{P\}sychological \{E\}xplanation}},
volume = {1},
year = {1993}
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@inproceedings{raffo05c,
author = {Raffo, D and Menzies, T},
booktitle = {Proceedings of the 6th International Workshop on Software Process Simulation Modeling (ProSim'05)},
title = {{Evaluating the Impact of a New Technology Using Simulation: The Case for Mining Software Repositories}},
year = {2005}
}
@misc{fowl02,
annote = {Available from
$\backslash$url\{http://martinfowler.com/articles/newMethodology.html\}},
author = {Fowler, Martin},
title = {{The New Methodology}},
year = {2002}
}
@article{foss05,
author = {Foss, T and Stensrud, E and Kitchenham, B and Myrtveit, I},
journal = {IEEE Transactions on Software Engineering},
month = nov,
number = {11},
pages = {985--995},
title = {{A simulation study of the model evaluation criterion MMRE}},
volume = {29},
year = {2003}
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@article{bahill95,
author = {Bahill, A T and Bharathan, K and Curlee, R F},
journal = {IEEE Transactions on Systems, Man, and Cybernetics},
month = dec,
number = {12},
pages = {1535--1542},
title = {{How the Testing Techniques for a Decision Support Systems Changed Over Nine Years}},
volume = {25},
year = {1995}
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@incollection{steier93,
author = {Steier, D M},
booktitle = {The SOAR Papers},
editor = {Rosenbloom, P S and Laird, J E and Newell, A},
pages = {533--536},
publisher = {MIT Press},
title = {{\{CYPRESS\}-\{SOAR\}: A Case Study in Search and Learning in Algorithm Design}},
volume = {1},
year = {1993}
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@article{domingos03,
author = {Domingos, Pedro and Hulten, Geoff},
journal = {Journal of Computational and Graphical Statistics},
number = {12},
title = {{A General Framework for Mining Massive Data Streams}},
year = {2003}
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annote = {Also in \{$\backslash$em Machine Intelligence\} 14},
author = {Hirata, K},
booktitle = {Proceedings of the Fourteenth International Machine Learning Workshop, ML-14},
pages = {16},
title = {{A \{C\}lassification of \{A\}bduction: \{A\}bduction for \{L\}ogic \{P\}rogramming}},
year = {1994}
}
@inproceedings{cox86,
author = {Cox, P T and Pietrzykowski, T},
booktitle = {8th International Conference on Automated Deduction},
pages = {608--621},
publisher = {Springer-Verlag},
title = {{Causes for Events: Their Computation and Applications}},
year = {1986}
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@inproceedings{richards97,
author = {Richards, D and Compton, P},
booktitle = {SEKE '97: Proceedings of 1997 Conf. on Software Eng. \& Knowledge Eng, Madrid},
title = {{Combining Formal Concept Analysis and Ripple Down Rules to Support the Reuse of Knowledge}},
year = {1997}
}
@misc{lee04,
author = {Lee, S C and Santo, A G},
title = {{Tradeoffs in functional allocation between spacecraft autonomy and ground operations: the \{NEAR\} (\{N\}ear \{E\}arth \{A\}steroid \{R\}endezvous) \{E\}xperience, \{J\}ohn \{H\}opkins \{APL\}, \{A\}ugust 9-12, \{U\}tah \{S\}tate \{U\}niversity , \{E\}ccles \{C\}onference \{C\}enter, \{L}}},
year = {2004}
}
@inproceedings{coo04,
author = {Cooper, G and Dash, D and Levander, J and Wong, W-.K. and Hogan, W and {M. Wagner}, M},
booktitle = {Proceedings of the Twentieth Conference of Uncertainty in Artificial Intelligence (UAI-2004)},
pages = {94--103},
title = {{Bayesian biosurveillance of disease outbreaks}},
year = {2004}
}
@article{colomb99,
annote = {Available from
$\backslash$url\{http://www.csee.uq.edu.au/\~{}colomb/PartialFunctions.html\}},
author = {Colomb, R M},
journal = {Artificial Intelligence},
number = {1-2},
pages = {187--209},
title = {{Representation of Propositional Expert Systems as Partial Functions}},
volume = {109},
year = {1999}
}
@article{swig89,
author = {Swigger, K M and Brazile, R P},
journal = {International Journal of Man-Machine Studies},
pages = {47--60},
title = {{Experimental Comparisons of Design/Documentation Formats for Expert Systems}},
volume = {31},
year = {1989}
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@phdthesis{shah93,
author = {Shahsavar, N},
school = {Department of Medical Informatics, Linkoping University, Sweden},
title = {{Design, Implementation and Evaluation of a Knowledge-Based System to Support Ventilator Therapy Management}},
year = {1993}
}
@misc{clancey96,
annote = {Personal communcaition},
author = {Clancey, W},
title = {{No Title}},
year = {1996}
}
@book{hof80,
author = {Hofstadter, D R},
pages = {777},
publisher = {Penguin Books},
title = {{G\"{o}del, Escher, Bach: An Eternal Golden Braid}},
year = {1980}
}
@inproceedings{pecheur02,
author = {Nelson, S and Pecheur, C},
booktitle = {Second Goddard Workshop on Formal Aspects of Agent-Based Systems (FAABS II), Greenbelt, MD},
month = oct,
title = {{Formal Verification of a Next-Generation Space Shuttle}},
volume = {2699},
year = {2002}
}
@inproceedings{han99,
author = {Han, K and Veloso, M},
booktitle = {Proceedings of the Sixteenth Interntional Joint Conference on Artificial Intelligence. Workshop on Team Behaviour and Plan Recognition},
pages = {47--52},
title = {{Automated robot behaviour recognition applied to robot soccer}},
year = {1999}
}
@misc{fen97a,
annote = {$\backslash$url\{http://www.aifb.uni-karlsruhe.de/WBS/dfe/dlfl/summary.html\}},
author = {{D. Fensel M.-C. Rousset}, S Decker},
howpublished = {to appear in Data and Knowledge Engineering},
title = {{Workshop on Comparing Description and Frame Logics}},
year = {1997}
}
@inproceedings{nusmv,
author = {Cimatti, A and Clarke, E and Giunchiglia, E and Giunchiglia, F and Pistore, M and Roveri, M and Sebastiani, R and Tacchella, A},
booktitle = {\{P\}roc. \{I\}nternational \{C\}onference on \{C\}omputer-\{A\}ided \{V\}erification},
title = {{\{N\}u\{SMV\} \{V\}ersion 2: \{A\}n \{O\}pen\{S\}ource \{T\}ool for \{S\}ymbolic \{M\}odel \{C\}hecking}},
year = {2002}
}
@inproceedings{goldberg79,
author = {Goldberg, A},
booktitle = {Courant Computer Science Report, No. 16, New York University, NY},
title = {{On the complexity of the satisfiability problem}},
year = {1979}
}
@book{musa87,
author = {Musa, J and Iannino, A and Okumoto, K},
publisher = {McGraw Hill},
title = {{Software Reliability: Measurement, Prediction, Application}},
year = {1987}
}
@article{davis79,
author = {Davis, R},
journal = {Artificial Intelligence},
number = {2},
pages = {121--157},
title = {{Interactive Transfer of Expertise: Acqusiition of New Inference Rules}},
volume = {12},
year = {1979}
}
@article{france03,
author = {France, R and Ghosh, S and Song, E and Kim, D},
journal = {IEEE Software},
number = {5},
pages = {52--58},
title = {{A Metamodeling Approach to Pattern-Based Moel Refractoringt}},
volume = {20},
year = {2003}
}
@article{smith96,
author = {Smith, B and Dyer, M},
journal = {Artificial Intelligence},
number = {1-2},
pages = {155--181},
title = {{Locating the Phase Transition in Binary Constraint Satisfaction Problems}},
volume = {81},
year = {1996}
}
@book{bratko01,
author = {Bratko, I},
publisher = {Addison-Wesley},
title = {{Prolog Programming for Artificial Intelligence. (third edition)}},
year = {2001}
}
@inproceedings{rousset88,
author = {Rousset, M C},
booktitle = {Proceedings of the 8th European Conference on Artificial Intelligence (ECAI'88)},
pages = {79--84},
title = {{On the Consistency of Knowledge Bases: the Covadis System}},
year = {1988}
}
@book{rubinstein04,
author = {Rubinstein, R Y and Kroese, D P},
publisher = {Springer-Verlag},
title = {{The Cross-Entropy Method: A Unified Approach to Combinatorial Optimization, Monte-Carlo Simulation, and Machine Learning}},
year = {2004}
}
@inproceedings{Bruegge1994,
author = {Bruegge, B and Coyne, R F},
booktitle = {Software Engineering Education, 7th SEI CSEE Conference, San Antonio, Texas, USA, J L Diaz-Herrera (Ed.), LNCS 750, Springer-Verlag},
month = jan,
pages = {411--428},
title = {{Teaching Iterative and Collaborative Design: Lessons and Directions}},
year = {1994}
}
@article{jorgensen04,
author = {Jorgensen, M and Molokken-Ostvold, K},
journal = {IEEE Transactions on Software Engineering},
month = dec,
number = {12},
title = {{Reasons for Software Effort Estimation Error: Impact of Respondent Error, Information Collection Approach, and Data Analysis Method}},
volume = {30},
year = {2004}
}
@inproceedings{provost98case,
annote = {Available from
$\backslash$url\{htpp://citeseer.nj.nec.com/provost98case.html\}},
author = {Provost, Foster and Fawcett, Tom and Kohavi, Ron},
booktitle = {Proc. 15th International Conf. on Machine Learning},
pages = {445--453},
publisher = {Morgan Kaufmann, San Francisco, CA},
title = {{The case against accuracy estimation for comparing induction algorithms}},
year = {1998}
}
@misc{coker03,
annote = {Available from $\backslash$url\{http://www.jcrocket.com/altimeters.shtml\}},
author = {Coker, John},
title = {{John Coker's Rocket Pages: Altimeter Comparison}},
year = {2003}
}
@article{Watson,
author = {Watson, Hugh J and Wixom, Barbara H},
file = {::},
journal = {Idea},
title = {{Intelligence}}
}
@article{bals04,
author = {Balsamo, S and Marco, A Di and Inverardi, P and Simeoni, M},
journal = {IEEE Transactions on Software Engineering},
month = may,
number = {5},
title = {{Model-Based Performance Prediction in Software Development: A Survey}},
volume = {30},
year = {2004}
}
@inproceedings{schnieder98,
author = {Schneider, F and Easterbrook, S M and Callahan, J R and Holzmann, G J},
booktitle = {3rd IEEE International Conference On Requirements Engineering},
title = {{Validating Requirements for Fault Tolerant Systems using Model Checking}},
year = {1998}
}
@inproceedings{conf/ictai/TangK04,
author = {Tang, Wei and Khoshgoftaar, Taghi M},
booktitle = {ICTAI},
pages = {373--378},
title = {{Noise Identification with the k-Means Algorithm}},
url = {http://doi.ieeecomputersociety.org/10.1109/ICTAI.2004.93},
year = {2004}
}
@phdthesis{chulani99a,
annote = {Available on-line at $\backslash$url\{http://citeseer.ist.psu.edu/devnani-chulani99bayesian.html\}},
author = {Devnani-Chulani, Sunita},
school = {Graduate School, University of Southern California},
title = {{Bayesian Analysis of Software Cost and Quality Models}},
year = {1999}
}
@article{Li2009,
author = {Li, Y and Xie, M and Goh, T},
doi = {10.1016/j.jss.2008.06.001},
issn = {01641212},
journal = {Journal of Systems and Software},
keywords = {analogy based estimation,software cost estimation},
number = {2},
pages = {241--252},
title = {{A study of project selection and feature weighting for analogy based software cost estimation}},
volume = {82},
year = {2009}
}
@article{Menzies2006,
author = {Menzies, Tim and Chen, Zhihao and Hihn, Jairus and Lum, Karen},
doi = {10.1109/TSE.2006.114},
journal = {IEEE Transactions on Software Engineering},
keywords = {data mining,effort estimation method,heuristic rejection rule,project management,software cost estimation,standard statistical method,statistical analysisCOSEEKMO toolkit},
number = {11},
pages = {883--895},
title = {{Selecting Best Practices for Effort Estimation}},
volume = {32},
year = {2006}
}
@inproceedings{me99b,
author = {Menzies, T J and Cukic, B},
booktitle = {Submitted to ISSRE-99},
title = {{When You Don't Need to Re-Test the System}},
year = {1999}
}
@article{Meda2010a,
abstract = {When designing a business workflow, it is customary practice to create the control flow structure first and to ensure its correctness. Information about the flow of data is introduced subsequently into the workflow and its correctness is independently verified. Improper specification of data requirements of tasks and XOR splits can cause problems such as wrong branching at XOR splits and the failure of tasks to execute. Here we present a graph traversal algorithm called GTforDF for detecting data flow errors in both nested and unstructured workflows, and illustrate its operation on realistic examples. Two of these have interconnected loops and are free of control flow errors, and the third one is an unstructured loop-free workflow. Our approach extends and generalizes data flow verification methods that have been recently proposed. It also makes use of the concept of corresponding pairs lately introduced in control flow verification. It thus has the potential for development into a unified algorithmic procedure for the concurrent detection of control flow and data flow errors. The correctness of the algorithm has been proved theoretically. It has also been tested experimentally on many examples.},
author = {Meda, Hema S. and Sen, Anup Kumar and Bagchi, Amitava},
issn = {1936-1955},
journal = {Journal of Data and Information Quality (JDIQ)},
keywords = {Corresponding pair,Data flow errors,Workflow management,pareto},
mendeley-tags = {pareto},
number = {1},
title = {{On Detecting Data Flow Errors in Workflows}},
url = {http://portal.acm.org/citation.cfm?id=1805286.1805290},
volume = {2},
year = {2010}
}
@inproceedings{benj94y,
author = {Benjamins, R},
booktitle = {Proceedings of the European Knowledge Acquisition Workshop, 1994},
title = {{On a Role of Probem Solving Methods in Knowledge Acquisition- Experiments with Diagnostic Strategies}},
year = {1994}
}
@inproceedings{vanlamsweerde98integrating,
annote = {Available from
$\backslash$url\{http://citeseer.nj.nec.com/vanlamsweerde98integrating.html\}},
author = {van Lamsweerde, Axel and Letier, Emmanuel},
booktitle = {Proceedings of the\~{}20th\~{}International Conference on Software Engineering},
pages = {53--62},
publisher = {IEEE Computer Society Press},
title = {{Integrating Obstacles in Goal-Driven Requirements Engineering}},
year = {1998}
}
@article{franco83,
author = {Franco, J and Paull, M},
journal = {Discrete Applied Math},
pages = {77--87},
title = {{Probabilistic Analysis of the Davis Putnam Procedure for Solving the Satisfiability Problem}},
volume = {5},
year = {1983}
}
@misc{menz85,
annote = {School of Econometrics, University of New England},
author = {Menzies, G D},
title = {{An Econometric Analysis of the Dark Figure of Crime}},
year = {1985}
}
@article{setamanit07,
author = {Setamanit, S and Wakeland, W and D.Raffo},
journal = {Software Process: Improvement and Practice, (Forthcoming)},
title = {{Using Simulation to Evaluate Global Software Development Task Allocation Strategies}},
year = {2007}
}
@book{BERGE89,
author = {Berge, Claude},
publisher = {North-Holland},
title = {{Hypergraphs}},
year = {1989}
}
@incollection{carrol96,
author = {Carrol, J M and Rosson, M B},
booktitle = {Design Rationale: Concepts, Techniques, and Use},
editor = {Moran, T P and Carroll, J M},
pages = {351--372},
publisher = {Lawerence Erlbaum Associates},
title = {{Deliberated Evolution: Stalking the View Matcher in Design Space}},
year = {1996}
}
@inproceedings{edelamp01,
author = {Edelkamp, S and Lafuente, L and Leue, S},
booktitle = {Proc. AAAI Stanford Spring Symposium},
title = {{Protocol Verification with Heuristic Search}},
year = {2001}
}
@article{lapu91,
author = {Lalonde, W and Pugh, J},
journal = {Journal of Object-Oriented Programming},
month = jan,
pages = {57--62},
title = {{Subclassing $\backslash$neq subtyping $\backslash$neq Is-a}},
year = {1991}
}
@book{schon83,
author = {Schon, D A},
publisher = {Harper Collins/ Basic Books},
title = {{The Reflective Practioner}},
year = {1983}
}
@article{dorigo97,
author = {Dorigo, M and Gambardella, L M},
journal = {IEEE Transactions on Evolutionary Computation},
month = apr,
number = {1},
pages = {53--66},
title = {{Ant Colony System: \{A\} Cooperative Learning Approach to the Traveling Salesman Problem}},
type = {Paper},
volume = {1},
year = {1997}
}
@inproceedings{garre05,
author = {Garre, M and {J.J. Cuadrado-Gallego}, M Sicilia and Charro, M and Rodriguez, D},
booktitle = {27th International Conference on Information Technology Interfaces. ITI 2005, Dubrovnik, Croatia},
title = {{Segmented Parametric Software Estimation Models: Using the EM algorithm with the ISBSG 8 database}},
year = {2005}
}
@article{vose86,
author = {Vose, G M and Williams, G},
journal = {Byte},
pages = {84--92},
title = {{LabVIEW: Laboratory Virtual Instrument Engineering Workbench}},
volume = {11},
year = {1986}
}
@inproceedings{dejong00,
author = {DeJong, K A and Spears, W M},
booktitle = {Proc. First Workshop Parallel Problem Solving from Nature},
publisher = {Springer-Verlag},
title = {{An Analysis of the Interacting Roles of Population Size and Crossover in Genetic Algorithms}},
year = {1990}
}
@article{denno03,
author = {Denno, P and Steves, M P and Libes, D and Barkmeyer, E J},
journal = {IEEE Software},
number = {5},
pages = {59--63},
title = {{Model-Drven Integration Using Existing Models}},
volume = {20},
year = {2003}
}
@inproceedings{clancey91a,
author = {Clancey, W},
booktitle = {NATO Workshop on Emergance, Situatedness, Subsumption, and Symbol},
title = {{A Boy Scout, Toto, and a Bird: How Situated Cognition is Different from Situated Robotics}},
year = {1991}
}
@inproceedings{phipps95,
author = {Phipps, G},
booktitle = {Tools Pacific 18},
pages = {253--264},
title = {{The Structure of Large C++ Programs}},
year = {1995}
}
@inproceedings{satoh01,
author = {Satoh, K},
booktitle = {Handbook of Software and Knowledge Engineering},
editor = {Chung, C K},
title = {{Nonmonotonic reasoning and consistency requirements in SE}},
volume = {2},
year = {2001}
}
@inproceedings{me01h,
annote = {Available from
$\backslash$url\{http://menzies.us/pdf/01agents.pdf\}},
author = {Menzies, T and Hu, Y},
booktitle = {Agent Technology from a Formal Perspective},
editor = {Rouff, C and Hinchey, M and Rash, J and Truszkowski, W and Gordon-Spears, D},
isbn = {1-85233-947-0},
publisher = {Springer},
title = {{Agents in a Wild World}},
year = {2006}
}
@article{lessmann09,
author = {Lessmann, S and Baesens, B and Mues, C and Pietsch, S},
file = {:home/ekrem/Documents/Mendeley Desktop//Lessmann et al. - 2008 - IEEE Transactions on Software Engineering.pdf:pdf},
journal = {IEEE Transactions on Software Engineering},
title = {{Benchmarking classification models for software defect prediction: A proposed framework and novel findings}},
year = {2008}
}
@article{kemerer87,
author = {Kemerer, C F},
file = {:home/ekrem/Documents/Mendeley Desktop/Kemerer - 1987 - Communications of the ACM.pdf:pdf},
journal = {Communications of the ACM},
month = may,
number = {5},
pages = {416--429},
title = {{An Empirical Validation of Software Cost Estimation Models}},
volume = {30},
year = {1987}
}
@article{nii86b,
author = {Nii, H P},
journal = {\{AI\} Magazine},
month = aug,
pages = {82--106},
title = {{Blackboard Systems: Blackboard Application Systems, Blackboard Systems from a Knowledge Engineering Perspective}},
year = {1986}
}
@article{dekleer87,
author = {DeKleer, J and Williams, B C},
journal = {Artificial Intelligence},
pages = {97--130},
title = {{Diagnosing \{M\}ultiple \{F\}aults}},
volume = {32},
year = {1987}
}
@article{dennett82,
annote = {8 June 24},
author = {Dennett, D C},
journal = {The New York Review of Books},
pages = {56--57},
title = {{Letter to the Editor}},
year = {1982}
}
@article{takagi05,
author = {Takagi, Y and Mizuno, O and Kikuno, T},
journal = {Empirical Software Engineering},
number = {4},
pages = {495--515},
title = {{An Empirical Approach to Characterizing Risky Software Projects Based on Logistic Regression Analysis}},
volume = {0},
year = {2005}
}
@inproceedings{me05d,
annote = {Available from $\backslash$url\{http://menzies.us/pdf/05learncost.pdf\}},
author = {Menzies, T and Port, D and Chen, Z and Hihn, J and Stukes, S},
booktitle = {IEEE ASE, 2005},
title = {{Specialization and Extrapolation of Induced Domain Models: Case Studies in Software Effort Estimation}},
year = {2005}
}
@misc{lum05scat,
author = {Lum, Karen},
booktitle = {JPL D-26304},
title = {{Software Cost Analysis Tool User Document}},
year = {2005}
}
@article{will00,
author = {Williams, L and Kessler, R R and Cunningham, W and Jeffries, R},
journal = {IEEE Software},
title = {{Strengthening the Case for Pair-Programming}},
year = {2000}
}
@book{lenz98,
author = {Et. al., M Lenz},
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year = {2008}
}
@article{demillo78,
author = {DeMillo, R A and Lipton, R J and Sayward, F G},
journal = {Computer},
keywords = { testing,mutation},
number = {4},
pages = {34--41},
title = {{Hints on Test Data Selection: Help for the Practicing Programmer}},
volume = {11},
year = {1978}
}
@inproceedings{bin07,
author = {Bin, L and Zhi-Shu, L and Yan-Hong, C and Bao-Lin, L},
booktitle = {Workshop of Computational Intelligence and Security Workshops, 2007, CISW 2007},
pages = {183--186},
title = {{Automatic Test Data Generation Tool Based on Genetic Simulated Annealing Algorithm}},
year = {2007}
}
@article{kuipers91,
author = {Kuipers, B J and Chiu, C and Molle, D T Dalle and Throop, D R},
journal = {Artificial Intelligence},
pages = {343--379},
title = {{Higher-order derivative constraints in qualitative simulation}},
volume = {51},
year = {1991}
}
@article{raffo99,
author = {Raffo, D M and Vandeville, J V and Martin, R},
journal = {Journal of Systems and Software},
month = apr,
number = {2/3},
title = {{Software Process Simulation to Achieve Higher CMM Levels}},
volume = {46},
year = {1999}
}
@inproceedings{yann01,
author = {Kalgoglou, Y},
booktitle = {Handbook of Software and Knowledge Engineering (volume 1)},
editor = {Chung, S K},
title = {{Ontologies in Software Design}},
year = {2001}
}
@book{Witten05,
address = {Los Altos, US},
author = {Witten, Ian H and Frank, Eibe},
publisher = {Morgan Kaufmann},
title = {{Data mining. 2nd edition}},
year = {2005}
}
@inproceedings{ishida89,
author = {Ishida, Y},
booktitle = {Proceedings of IJCAI '89},
pages = {1174--1179.},
title = {{Using Global Properties for Qualitative Reasoning: A Qualitative System Theory}},
year = {1989}
}
@article{nii86a,
author = {Nii, H P},
journal = {\{AI\} Magazine},
pages = {38--53},
title = {{Blackboard Systems: The Blackboard Model for Problem Solving And the Evolution of Blackboard Architectures}},
year = {1986}
}
@misc{price-s,
author = {NJ, PRICE Systems L L C Mt. Laurel},
title = {{Your Guide to PRICE-S: Estimating Cost and Schedule of Software Development and Support}},
year = {1998}
}
@inproceedings{michael97,
author = {Michael, C C},
booktitle = {Proceedings of the 12th Annual Confererence on Computer Assurance (COMPASS '97) Gaithersburg, MD},
title = {{On the Uniformity of Error Propagation in Software}},
year = {1997}
}
@book{feigen83,
author = {Feigenbaum, E and McCorduck, P},
publisher = {Addison-Wesley},
title = {{The \{F\}ifth \{G\}eneration}},
year = {1983}
}
@article{buntine98,
author = {Buntime, W},
journal = {IEEE Intelligent Systems},
pages = {9--15},
title = {{Will Domain-Specific Code Syhthsis Become a Silver Bullet?}},
year = {1998}
}
@inproceedings{forb86,
author = {Forbus, K},
booktitle = {AAAI '86},
pages = {113--117},
title = {{Interpretating Measurements of Physical Systems}},
year = {1986}
}
@article{Meda2010,
abstract = {When designing a business workflow, it is customary practice to create the control flow structure first and to ensure its correctness. Information about the flow of data is introduced subsequently into the workflow and its correctness is independently verified. Improper specification of data requirements of tasks and XOR splits can cause problems such as wrong branching at XOR splits and the failure of tasks to execute. Here we present a graph traversal algorithm called GTforDF for detecting data flow errors in both nested and unstructured workflows, and illustrate its operation on realistic examples. Two of these have interconnected loops and are free of control flow errors, and the third one is an unstructured loop-free workflow. Our approach extends and generalizes data flow verification methods that have been recently proposed. It also makes use of the concept of corresponding pairs lately introduced in control flow verification. It thus has the potential for development into a unified algorithmic procedure for the concurrent detection of control flow and data flow errors. The correctness of the algorithm has been proved theoretically. It has also been tested experimentally on many examples.},
author = {Meda, Hema S. and Sen, Anup Kumar and Bagchi, Amitava},
issn = {1936-1955},
journal = {Journal of Data and Information Quality (JDIQ)},
keywords = {Corresponding pair,Data flow errors,Workflow management,pareto},
mendeley-tags = {pareto},
number = {1},
title = {{On Detecting Data Flow Errors in Workflows}},
url = {http://portal.acm.org/citation.cfm?id=1805286.1805290},
volume = {2},
year = {2010}
}
@article{dekleer86b,
author = {DeKleer, J},
journal = {Artificial Intelligence},
pages = {163--196},
title = {{Extending the ATMS}},
volume = {28},
year = {1986}
}
@article{me99m,
annote = {Available from
$\backslash$url\{http://menzies.us/pdf/99ekeed.pdf\}},
author = {Menzies, T and van Harmelen, F},
journal = {International Journal of Human-Computer Studies, special issue on evaluation of Knowledge Engineering Techniques},
month = oct,
number = {4},
pages = {717--727},
title = {{Editorial: Evaluating Knowledge Engineering Techniques}},
volume = {51},
year = {1999}
}
@book{beck00,
author = {Beck, Kent},
isbn = {0-201-61641-6},
publisher = {Addison Wesley},
title = {{Extreme Programming Explained: Embrace Change}},
year = {2000}
}
@book{deb98e,
author = {Debenham, J},
publisher = {Springer-Verlag},
title = {{Knowledge Engineering: Unifying Knowledge Base and Database Design}},
year = {1998}
}
@article{chandra92,
author = {Chandrasekaran, B and Johnson, T R and Smith, J W},
journal = {Communications of the ACM},
number = {9},
pages = {124--137},
title = {{Task Structure Analysis for Knowledge Modeling}},
volume = {35},
year = {1992}
}
@inproceedings{mink75,
author = {Minsky, M},
booktitle = {The Psychology of Computer Vision},
organization = {McGraw-Hill},
title = {{A Framework for Representing Knowledge}},
year = {1975}
}
@inproceedings{have00b,
annote = {Available from
$\backslash$url\{http://citeseer.nj.nec.com/havelund00using.html\}},
author = {Havelund, Klaus},
booktitle = {SPIN Model Checking and Software Verification},
pages = {245--264},
publisher = {Springer-Verlag},
title = {{Using Runtime Analysis to Guide Model Checking of Java Programs}},
year = {2000}
}
@misc{jones08,
annote = {Available from $\backslash$url\{http://www.di.univaq.it/ase2008/docs/ASE-08-slides.pdf\}},
author = {Jones, C B},
title = {{Reflections on, and predictions for, support systems for the development of programs, \{K\}eynote address, \{IEEE\} \{ASE\}}},
year = {2008}
}
@inproceedings{will96,
author = {Williams, B C and Nayak, P P},
booktitle = {Proceedings, AAAI '96},
pages = {971--978},
title = {{A Model-Based Approach to Reactive Self-Configuring Systems}},
year = {1996}
}
@inproceedings{me08g,
annote = {Available from $\backslash$url\{http://menzies.us/pdf/08severis.pdf\}},
author = {Menzies, T and Marcus, A},
booktitle = {ICSM'08},
title = {{Automated Severity Assessment of Software Defect Reports}},
year = {2008}
}
@article{cover67,
author = {Cover, T M and Hart, P E},
journal = {IEEE Transactions on Information Theory},
month = jan,
pages = {21--27},
title = {{Nearest neighbour pattern classification}},
year = {1967}
}
@book{coad97,
author = {Coad, P and North, D and Mayfield, M},
publisher = {Prentice Hall},
title = {{Object Models: Strategies, Patterns, and Applications}},
year = {1997}
}
@techreport{Misue93,
author = {Misue, K and Sugiyama, K},
institution = {ISIS, Fujitsu Laboratories},
number = {IIAS-RR-93-3E},
title = {{An overview of diagram based idea organizer: D-ABDUCTOR}},
year = {1993}
}
@misc{seminal01,
annote = {ISSN:0163-5948},
month = nov,
publisher = {ACM SIGSOFT Software Engineering Notes},
title = {{The SEMINAL workshop: reformulating software engineering as a meta-heuristic search problem}},
volume = {26},
year = {2001}
}
@article{aguilar01,
author = {Aguilar-Ruiz, J and Ramos, I and Riquelme, J C and Toro, M},
journal = {Information and Software Technology},
month = dec,
number = {14},
pages = {875--882},
title = {{An evolutionary approach to estimating software development projects}},
volume = {43},
year = {2001}
}
@inproceedings{me90,
author = {Menzies, T J},
booktitle = {Proceedings \{AI\} '90},
title = {{Isa Object Part-of Knowledge Representation?}},
year = {1990}
}
@inproceedings{bradshaw91,
author = {Bradshaw, J M and Ford, K M and Adams-Webber, J},
booktitle = {6th AAAI-Sponsored Banff Knowledge Acquisition for Knowledge-Based Systems Workshop, ,October 6-11 1991, Banff, Canada},
pages = {4.1 -- 4.25},
title = {{Knowledge Representation of Knowledge Acquisition: A Three-Schemata Approach}},
year = {1991}
}
@incollection{veld93,
author = {de Velde, W Van},
booktitle = {Second Generation Expert Systems},
editor = {David, J-M. and Krivine, J-P. and Simmons, R},
publisher = {Springer Verlag},
title = {{Issues in Knowledge Level Modeling}},
year = {1993}
}
@inproceedings{edwards95,
author = {Edwards, G},
booktitle = {Poster, Australian AI '95},
title = {{New Paradigms in Expert Systems in Health Care}},
year = {1995}
}
@misc{atanacio01,
annote = {Available from $\backslash$url\{
http://www.sei.cmu.edu/publications/documents/00.reports/00tn002.html\}},
author = {Atanacio, B},
booktitle = {SEI, Carnegie Mellon University},
title = {{Modeling the Space Shuttle Liquid Hydrogen Subsystem}},
year = {2001}
}
@misc{IEEE90,
publisher = {\{IEEE\}, New York},
title = {{\{IEEE\} Glossary of Software Engineering Terminology, \{ANSI/IEEE\} Standard 610.12}},
year = {1990}
}
@article{khoshgoftaar03,
address = {Hingham, MA, USA},
author = {Khoshgoftaar, Taghi M and Seliya, Naeem},
doi = {http://dx.doi.org/10.1023/A:1025316301168},
issn = {1382-3256},
journal = {Empirical Softw. Engg.},
number = {4},
pages = {325--350},
publisher = {Kluwer Academic Publishers},
title = {{Analogy-Based Practical Classification Rules for Software Quality Estimation}},
volume = {8},
year = {2003}
}
@inproceedings{cheeseman91,
author = {Cheeseman, P and Kanefsky, B and Taylor, W M},
booktitle = {Proceedings of IJCAI-91},
pages = {331--337},
title = {{Where the Really Hard Problems Are}},
year = {1991}
}
@article{agnew93,
author = {Agnew, N M and Ford, K M and Hayes, P J},
journal = {International Journal of Expert Systems},
title = {{Expertise in Context: Personally Constructed, Socially elected, and Reality-Relevant?}},
volume = {7},
year = {1993}
}
@article{clarke86,
author = {Clarke, E M and Emerson, E A and Sistla, A P},
journal = {ACM Transactions on Programming Languages and Systems},
month = apr,
number = {2},
pages = {244--263},
title = {{Automatic verification of finite-state concurrent systems using temporal logic specifications}},
volume = {8},
year = {1986}
}
@article{gutjahr99,
author = {Gutjhar, W J},
journal = {IEEE Transactions on Software Engineering},
number = {5},
pages = {661--674},
title = {{Partition vs. Random Testing: The Influence of Uncertainty}},
volume = {25},
year = {1999}
}
@phdthesis{funt76,
author = {Funt, B V},
publisher = {University of British Columbia},
title = {{WHISPER: a Computer Implementation Using Analogues in Reasoning.}},
year = {1976}
}
@article{silver92,
author = {Silverman, B G},
journal = {Communications of the ACM},
pages = {106--127},
title = {{Survey of Expert Critiquing Systems: Practical and Theoretical Frontiers}},
volume = {35},
year = {1992}
}
@article{musc98,
author = {Muscettola, N and Nayak, P Pandurang and Pell, B and Williams, B},
journal = {Artificial Intelligence},
month = aug,
number = {1-2},
pages = {5--48},
title = {{Remote Agent: To Boldly Go Where No AI System Has Gone Before}},
volume = {103},
year = {1998}
}
@inproceedings{MENDE2009,
address = {New York, NY, USA},
author = {Mende, Thilo and Koschke, Rainer},
booktitle = {PROMISE '09: Proceedings of the 5th International Conference on Predictor Models in Software Engineering},
doi = {http://doi.acm.org/10.1145/1540438.1540448},
isbn = {978-1-60558-634-2},
pages = {1--10},
publisher = {ACM},
title = {{Revisiting the evaluation of defect prediction models}},
year = {2009}
}
@inproceedings{mcluskey87,
author = {McCluskey, T L},
booktitle = {IJCAI'87},
pages = {331--333},
title = {{Combining Weak Learning Heuristics in General Problem Solvers}},
year = {1987}
}
@book{wirfs90,
author = {Wirfs-Brock, R J and Wilkerson, B and Weiner, L},
publisher = {Prentice-Hall},
title = {{Designing Object-Oriented Software}},
year = {1990}
}
@article{burgess01,
author = {Burgess, C J and Lefley, Martin},
journal = {Information and Software Technology},
month = dec,
number = {14},
pages = {863--873},
title = {{Can genetic programming improve software effort estimation? A comparative evaluation}},
volume = {43},
year = {2001}
}
@techreport{knuth84,
author = {Knuth, D E},
institution = {Department of Computer Science, Stanford University},
number = {STAN-CS-84-1027},
title = {{A Torture test for \{TEX\}}},
year = {1984}
}
@article{jiang08b,
author = {Jiang, Y and Cukic, B and Ma, Y},
journal = {Empirical Software Engineering},
month = oct,
pages = {561--595},
title = {{Techniques for evaluating fault prediction models}},
year = {2008}
}
@inproceedings{shaw88,
author = {Shaw, M L G},
booktitle = {Proceedings of the International Conference on Fifth Generation Computer Systems},
pages = {1259--1266},
title = {{Validation in a Knowledge Acquisition System with Multiple Experts}},
year = {1988}
}
@article{hulten03,
annote = {Available from $\backslash$url\{http://www.cs.washington.edu/homes/ghulten/papers/genframe-jcgs.pdf\}},
author = {Hulten, G and Domingos, P},
journal = {Journal of Computational and Graphical Statistics},
title = {{A General Framework for Mining Massive Data Streams}},
volume = {12},
year = {2003}
}
@mastersthesis{baker07,
annote = {Available from
$\backslash$url\{https://eidr.wvu.edu/etd/documentdata.eTD?documentid=5443\}},
author = {Baker, Dan},
school = {Lane Department of Computer Science and Electrical Engineering, West Virginia University},
title = {{A Hybrid Approach to Expert and Model-based Effort Estimation}},
year = {2007}
}
@article{domingos97optimality,
author = {Domingos, Pedro and Pazzani, Michael J},
journal = {Machine Learning},
number = {2-3},
pages = {103--130},
title = {{On the Optimality of the Simple Bayesian Classifier under Zero-One Loss}},
url = {citeseer.ist.psu.edu/domingos97optimality.html},
volume = {29},
year = {1997}
}
@book{musa98,
author = {Musa, John},
isbn = {0079132715},
publisher = {McGraw-Hill},
title = {{Software Reliability Engineered Testing}},
year = {1998}
}
@inproceedings{zimmermann09,
author = {{T. Zimmermann N. Nagappan}, H Gall E Giger and Murphy, B},
booktitle = {ESEC/FSE'09},
month = aug,
title = {{Cross-Project Defect Prediction}},
year = {2009}
}
@inproceedings{fen97b,
author = {Fensel, D and Schonegge, A},
booktitle = {Proceedings of the 12th IEEE International Conference on Automated Software Engineering (ASEC-97), Incline Village, Nevada, Nov 3-5},
title = {{Using KIV to Specify and Verify Architecture of Knowledge-Based Systems}},
year = {1997}
}
@artcile{grey03,
author = {Grey, W and Katircioglu, K and Bagchi, S and Shi, D and Gallego, G and Seybold, D and Stefanis, S},
booktitle = {IBM Systems Journal},
number = {3},
title = {{An analytic approach for quantifying the value of e-business initiatives}},
volume = {42},
year = {2003}
}
@inproceedings{shu02,
annote = {Available from
$\backslash$url\{http://fc-md.umd.edu/fcmd/Papers/shull\_defects.ps\}},
author = {Shull, F and {ad B. Boehm}, V R Basili and Brown, A W and Costa, P and Lindvall, M and Port, D and Rus, I and Tesoriero, R and Zelkowitz, M V},
booktitle = {Proceedings of 8th International Software Metrics Symposium, Ottawa, Canada},
pages = {249--258},
title = {{What We Have Learned About Fighting Defects}},
year = {2002}
}
@article{heitmeyer96automated,
annote = {Available from
$\backslash$url\{http://citeseer.nj.nec.com/heitmeyer96automated.html\}},
author = {Heitmeyer, C L and Jeffords, R D and Labaw, B G},
journal = {ACM Transactions on Software Engineering and Methodology},
month = jul,
number = {3},
pages = {231--261},
publisher = {ACM Press},
title = {{Automated Consistency Checking of Requirements Specifications}},
volume = {5},
year = {1996}
}
@article{dechter85,
address = {New York, NY, USA},
author = {Dechter, Rina and Pearl, Judea},
doi = {http://doi.acm.org/10.1145/3828.3830},
issn = {0004-5411},
journal = {J. ACM},
number = {3},
pages = {505--536},
publisher = {ACM},
title = {{Generalized best-first search strategies and the optimality af A*}},
volume = {32},
year = {1985}
}
@article{conk88,
author = {Conklin, J E and Begeman, M L},
journal = {ACM Transactions on Office Information Systems},
pages = {303--331},
title = {{gIBIS: A Hypertext Tool for Exploratory Policy Discussion}},
volume = {6},
year = {1988}
}
@inproceedings{Chaslot2006a,
author = {Chaslot, Guillaume and Bakkes, Sander and Szita, Istvan and Spronck, Pieter},
booktitle = {Artificial Intelligence},
file = {::},
keywords = {gaming},
mendeley-tags = {gaming},
title = {{Monte-Carlo Tree Search : A New Framework for Game AI Monte-Carlo Tree Search Application to Video Games}},
year = {2006}
}
@article{smythe89,
author = {Smythe, G A},
journal = {The Endocrine Pancreas},
publisher = {Raven Press},
title = {{Brain-hypothalmus, \{P\}ituitary and the \{E\}ndocrine \{P\}ancreas}},
year = {1989}
}
@article{gomez96,
author = {Gomez-Perez, A},
journal = {Expert Systems with Applications},
number = {4},
pages = {519--529},
title = {{Towards a Framework to Verify Knowledge Sharing Technology}},
volume = {11},
year = {1996}
}
@article{Cha2007,
author = {Cha, Sung-hyuk},
file = {::},
keywords = {distance,histogram,probability density function},
number = {4},
title = {{Comprehensive Survey on Distance / Similarity Measures between Probability Density Functions}},
volume = {1},
year = {2007}
}
@article{me08b,
annote = {Available from $\backslash$url\{http://menzies.us/pdf/08ddp.pdf\}},
author = {Feather, M and Cornford, S and Hicks, K and Kiper, J and Menzies, T},
journal = {IEEE Software},
month = may,
title = {{Application of a broad-spectrum quantitative requirements model to early-lifecycle decision making}},
year = {2008}
}
@book{Barski2010,
author = {Barski, Conrad},
publisher = {NoStrach Press},
title = {{The Land of Lisp}},
year = {2010}
}
@article{lutz04,
author = {Lutz, Robyn R and Mikulski, Ines Carmen},
journal = {IEEE Trans. Software Eng},
number = {3},
pages = {172--180},
title = {{Empirical Analysis of Safety-Critical Anomalies During Operations}},
url = {http://csdl.computer.org/comp/trans/ts/2004/03/e0172abs.htm},
volume = {30},
year = {2004}
}
@misc{1278.4,
author = {Society, IEEE Computer},
title = {{IEEE Recommended Practice 1278.4-1007 -2004 for Distributed Interactive Simulation- Verification, Validation, and Accreditation}},
year = {1997}
}
@inproceedings{ng90,
author = {Ng, H T and Mooney, R J},
booktitle = {Working \{N\}otes of the 1990 \{S\}pring \{S\}ymposium on \{A\}utomated \{A\}bduction},
organization = {UC Irvine},
pages = {13--17},
title = {{The \{R\}ole of \{C\}oherence in \{C\}onstructing and \{E\}valuating \{A\}bductive \{E\}xplanations}},
volume = {TR 90-32},
year = {1990}
}
@electronic{NSB06,
annote = {[electronic resource] digital, PDF file. Title from title screen
(viewed on Sep. 18, 2006) Mode of access: Internet from the NSF web
site. Address as of 9/18/2006: http://www.nsf.gov/statistics/seind06/pdf/volume1.pdf;
http://www.nsf.gov/statistics/seind06/pdf/volume2.pdf; current access
available via PURL.},
author = {(U.S.), National Science Board},
keywords = {Scientists Employment United States. Engineers Emp},
publisher = {National Science Foundation, National Science Board},
title = {{Science and engineering indicators 2006}}
}
@inproceedings{palmer95,
author = {Palmer, G J and Craw, S},
booktitle = {EUROVAV-95: The Third European Symposium on Validation and Verification of Knowledge-Based Systems},
pages = {201--211},
title = {{Utilising Explanation to Assist the Refinement of Knowledge-Based Systems}},
year = {1995}
}
@inproceedings{deb98c,
author = {Debenham, J},
booktitle = {Proceedings Seventh International Conference on Intelligent Systems ICIS'98, Paris, France, July},
title = {{An Integrated Conceptual Model of Knowledge-Based Systems Simplifies Mainteance}},
year = {1998}
}
@inproceedings{me96b,
annote = {Available from $\backslash$url\{http:/menzies.us/pdf/96ok.pdf\}},
author = {Menzies, T J},
booktitle = {ECAI '96},
title = {{On the Practicality of Abductive Validation}},
year = {1996}
}
@misc{adams95,
annote = {Object Worlds},
author = {Adam, S},
title = {{Personal communication}},
year = {1995}
}
@inproceedings{me04b,
author = {Menzies, T and Di\~{}Stefano, Justin S and Cunanan, Chris and Chapman, Robert (Mike)},
booktitle = {IEEE Transactions Software Engineering (in preperation)},
title = {{The Business Case for Defect Logging}},
year = {2004}
}
@mastersthesis{milton08,
author = {Milton, Z A},
school = {West Virginia University},
title = {{WHICH rules}},
year = {2008}
}
@inproceedings{lam00,
author = {van Lamsweerde, A},
booktitle = {Proceedings ICSE2000, Limmerick, Ireland},
pages = {5--19},
title = {{Requirements Engineering in the Year 00: A Research Perspective}},
year = {2000}
}
@inproceedings{KORU2005,
address = {New York, NY, USA},
author = {Koru, A G\"{u}nes and Liu, Hongfang},
booktitle = {PROMISE '05: Proceedings of the 2005 workshop on Predictor models in software engineering},
doi = {http://doi.acm.org/10.1145/1083165.1083172},
isbn = {-159593-125-2},
pages = {1--5},
publisher = {ACM},
title = {{An investigation of the effect of module size on defect prediction using static measures}},
year = {2005}
}
@inproceedings{mitchell92hard,
address = {Menlo Park, California},
annote = {Available from
http://www.citeseer.ist.psu.edu/mitchell92hard.html},
author = {Mitchell, David G and Selman, Bart and Levesque, Hector J},
booktitle = {Proceedings of the Tenth National Conference on Artificial Intelligence},
editor = {Rosenbloom, Paul and Szolovits, Peter},
pages = {459--465},
publisher = {AAAI Press},
title = {{Hard and Easy Distributions for \{SAT\} Problems}},
year = {1992}
}
@article{Ghinita2011,
author = {Ghinita, Gabriel and Kalnis, Panos and Tao, Yufei},
doi = {10.1109/TKDE.2010.101},
issn = {1041-4347},
journal = {IEEE Transactions on Knowledge and Data Engineering},
month = feb,
number = {2},
pages = {161--174},
title = {{Anonymous Publication of Sensitive Transactional Data}},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=5487522},
volume = {23},
year = {2011}
}
@article{smith97,
author = {Smith, A and Mason, A},
journal = {The Engineering Economist},
number = {2},
pages = {137--161},
title = {{Cost estimation predictive modeling: Regression versus neural network}},
volume = {42},
year = {1997}
}
@inproceedings{lum02,
author = {Lum, K and Powell, J and Hihn, J},
booktitle = {ISPA Conference Proceedings, Software Modeling Track},
month = may,
title = {{Validation of Spacecraft Software Cost Estimation Models for Flight and Ground Systems}},
year = {2002}
}
@inproceedings{WINKLER2009,
address = {Washington, DC, USA},
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abstract = {We propose EMD-L1: a fast and exact algorithm for computing the Earth Mover's Distance (EMD) between a pair of histograms. The efficiency of the new algorithm enables its application to problems that were previously prohibitive due to high time complexities. The proposed EMD-L1 significantly simplifies the original linear programming formulation of EMD. Exploiting the L1 metric structure, the number of unknown variables in EMD-L1 is reduced to O(N) from O(N2) of the original EMD for a histogram with N bins. In addition, the number of constraints is reduced by half and the objective function of the linear program is simplified. Formally, without any approximation, we prove that the EMD-L1 formulation is equivalent to the original EMD with a L1 ground distance. To perform the EMD-L1 computation, we propose an efficient tree-based algorithm, Tree-EMD. Tree-EMD exploits the fact that a basic feasible solution of the simplex algorithm-based solver forms a spanning tree when we interpret EMD-L1 as a network flow optimization problem. We empirically show that this new algorithm has an average time complexity of O(N2), which significantly improves the best reported supercubic complexity of the original EMD. The accuracy of the proposed methods is evaluated by experiments for two computation-intensive problems: shape recognition and interest point matching using multidimensional histogram-based local features. For shape recognition, EMD-L1 is applied to compare shape contexts on the widely tested MPEG7 shape data set, as well as an articulated shape data set. For interest point matching, SIFT, shape context and spin image are tested on both synthetic and real image pairs with large geometrical deformation, illumination change, and heavy intensity noise. The results demonstrate that our EMD-L1-based solutions outperform previously reported state-of-the-art features and distance measures in solving the two tasks.},
author = {Ling, Haibin and Okada, Kazunori},
doi = {10.1109/TPAMI.2007.1058},
file = {::},
issn = {0162-8828},
journal = {IEEE transactions on pattern analysis and machine intelligence},
keywords = {Algorithms,Artificial Intelligence,Computer Simulation,Data Interpretation, Statistical,Image Enhancement,Image Enhancement: methods,Image Interpretation, Computer-Assisted,Image Interpretation, Computer-Assisted: methods,Information Storage and Retrieval,Information Storage and Retrieval: methods,Models, Statistical,Pattern Recognition, Automated,Pattern Recognition, Automated: methods,Reproducibility of Results,Sensitivity and Specificity,Subtraction Technique},
month = may,
number = {5},
pages = {840--53},
pmid = {17356203},
title = {{An efficient Earth Mover's Distance algorithm for robust histogram comparison.}},
url = {http://www.ncbi.nlm.nih.gov/pubmed/17356203},
volume = {29},
year = {2007}
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