@book{NEEDS CITATION,
    author = "Get the citation",
    title = "placeholder",
    publisher = "Zach's House",
    year = "2008",
    keywords = "NEEDS, CITATION",
}

@article{ staticlearn,
author = {Tim Menzies and Jeremy Greenwald and Art Frank},
title = {Data Mining Static Code Attributes to Learn Defect Predictors},
journal = {IEEE Transactions on Software Engineering},
volume = {33},
number = {1},
year = {2007},
issn = {0098-5589},
pages = {2-13},
doi = {http://doi.ieeecomputersociety.org/10.1109/TSE.2007.10},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}

@article{ analysis,
 author = {T.-J. Yu and V. Y. Shen and H. E. Dunsmore},
 title = {An Analysis of Several Software Defect Models},
 journal = {IEEE Trans. Softw. Eng.},
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 number = {9},
 year = {1988},
 issn = {0098-5589},
 pages = {1261--1270},
 doi = {http://dx.doi.org/10.1109/32.6170},
 publisher = {IEEE Press},
 address = {Piscataway, NJ, USA},
}

@article{ blindspot,
author = {Tim Menzies and Justin S. Di Stefano},
title = {How Good Is Your Blind Spot Sampling Policy?},
journal = {hase},
volume = {00},
year = {2004},
issn = {1530-2059},
pages = {129-138},
doi = {http://doi.ieeecomputersociety.org/10.1109/HASE.2004.1281737},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}

@inproceedings{ randomforest,
 author = {Lan Guo and Yan Ma and Bojan Cukic and Harshinder Singh},
 title = {Robust Prediction of Fault-Proneness by Random Forests},
 booktitle = {ISSRE '04: Proceedings of the 15th International Symposium on Software Reliability Engineering (ISSRE'04)},
 year = {2004},
 isbn = {0-7695-2215-7},
 pages = {417--428},
 doi = {http://dx.doi.org/10.1109/ISSRE.2004.35},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
}

@article{rocnrule,
 author = {Johannes F\"{u}rnkranz and Peter A. Flach},
 title = {ROC 'n' rule learning: towards a better understanding of covering algorithms},
 journal = {Mach. Learn.},
 volume = {58},
 number = {1},
 year = {2005},
 issn = {0885-6125},
 pages = {39--77},
 doi = {http://dx.doi.org/10.1007/s10994-005-5011-x},
 publisher = {Kluwer Academic Publishers},
 address = {Hingham, MA, USA},
}

@article{ micro,
 author = {Tim Menzies and Burak Turhan and Ayse Bener and Gregory Gay and Bojan Cukic and Yue Jiang"},
 title = {Implications of Ceiling Effects in Defect Predictors},
 journal = {ICSE PROMISE Workshop},
 volume = {1},
 number = {1},
 year = {2008},
 publisher = {ICSE PROMISE Workshop},
 address = {Leipzig, Germany},
}

@book{mitchell,
    author = "Mitchell, Tom",
    title = "Machine Learning",
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    year = "1997",
    keywords = "ML,MLbook",
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@inproceedings{testless,
 author = {Tim Menzies and Justin Di Stefano and Kareem Ammar and Kenneth McGill and Pat Callis and Robert (Mike) Chapman and John Davis},
 title = {When Can We Test Less?},
 booktitle = {METRICS '03: Proceedings of the 9th International Symposium on Software Metrics},
 year = {2003},
 isbn = {0-7695-1987-3},
 pages = {98},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
 }

@inproceedings{ detectdiff,
  author = "Geoffery I. Webb and Shane M. Butler and Douglas Newlands",
  title = "On detecting differences between groups",
  booktitle = "Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2003)",
  year = "2003",
  pages = "256-265",
  address = "New York, USA",
  publisher = "ACM Press",
  location = "Washington, DC, USA",
  url = "citeseer.ist.psu.edu/webb03detecting.html" 
 }
 
  @inproceedings{ contrastdiseases,
	title = {Contrast Set Mining for Distinguishing Between Similar Diseases.},
	author = {Petra Kralj and Nada Lavrac and Dragan Gamberger and Antonija Krstacic},
	booktitle = {AIME},
	editor = {Riccardo Bellazzi and Ameen Abu-Hanna and Jim Hunter},
	pages = {109-118},
	publisher = {Springer},
	series = {Lecture Notes in Computer Science},
	url = {http://dblp.uni-trier.de/db/conf/aime/aime2007.html#KraljLGK07},
	volume = {4594},
	year = {2007},
	description = {dblp},
	ee = {http://dx.doi.org/10.1007/978-3-540-73599-1_12}, isbn = {978-3-540-73598-4}, date = {2007-09-03},
	keywords = {dblp }
}

@misc{ contrastsets,
  author = "S. Bay and M. Pazzani",
  title = "Detecting group differences: Mining contrast sets",
  text = "S. D. Bay and M. J. Pazzani. Detecting group differences: Mining contrast sets, under review.",
  url = "citeseer.ist.psu.edu/401123.html" 
}

@inproceedings{ bayes,
    author = "Pat Langley and Wayne Iba and Kevin Thompson",
    title = "An Analysis of Bayesian Classifiers",
    booktitle = "National Conference on Artificial Intelligence",
    pages = "223-228",
    year = "1992",
    url = "citeseer.ist.psu.edu/langley92analysis.html" 
}

@article{ quantitative,
  author =       "N. E. Fenton and N. Ohlsson",
  title =        "Quantitative Analysis of Faults and Failures in a
                 Complex Software System",
  text =         "IEEE Transactions on Software Engineering",
  volume =       "26",
  number =       "8",
  month =        aug,
  pages =        "797--814",
  year =         "2000",
  url = "citeseer.ist.psu.edu/ne99quantitative.html"
}

@article{ regressiontrees,
	author = {Taghi M. Khoshgoftaar and Edward B. Allen and Jianyu Deng},
	title = {Using Regression Trees to Classify Fault-Prone Sofware Modules},
	journal = {IEEE Transactions on Reliability},
	volume = {51},
	year = {2002},
	issn = {0018-9529},
	pages = {455--461},
	publisher = {IEEE Computer Society},
	address = {Los Alamitos, CA, USA},
}

@article{detectingfaultprone,
	 author = {John C. Munson and Taghi M. Khoshgoftaar},
	 title = {The Detection of Fault-Prone Programs},
	 journal = {IEEE Trans. Softw. Eng.},
	 volume = {18},
	 number = {5},
	 year = {1992},
	 issn = {0098-5589},
	 pages = {423--433},
	 doi = {http://dx.doi.org/10.1109/32.135775},
	 publisher = {IEEE Press},
	 address = {Piscataway, NJ, USA},
 }
 
 @mastersthesis{tar3,
  author =	 "Ying Hu",
  title =	 "Treatment Learning: Implementation and Application",
  school =	 "University of Brittish Columbia",
  address =	 "Brittish Columbia, Canada",
  month =    "May",
  year =	 "2003",
}

@inproceedings{ ripper,
    author = "William W. Cohen",
    title = "Fast Effective Rule Induction",
    booktitle = "Proc. of the 12th International Conference on Machine Learning",
    pages = "115--123",
    address = "Tahoe City, CA",
    publisher = "Morgan Kaufmann",
    editor = "Armand Prieditis and Stuart Russell",
    isbn = "1-55860-377-8",
    year = "1995",
    month = "July",
    url = "citeseer.ist.psu.edu/cohen95fast.html",
    url = "http://citeseer.nj.nec.com/cohen95fast.html" 
}

@book{c45,
 author = {J. Ross Quinlan},
 title = {C4.5: programs for machine learning},
 year = {1993},
 isbn = {1-55860-238-0},
 publisher = {Morgan Kaufmann Publishers Inc.},
 address = {San Francisco, CA, USA},
 }