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\begin{document}

\title{Linear-Time Instance Selection with ``CLIFF'' }
%
\author{Fayola~Peters, %~\IEEEmembership{Student Member,~IEEE,}%
        Tim~Menzies,~\IEEEmembership{Member,~IEEE,} %
	Max~Houck, %~\IEEEmembership{Member,~IEEE,}%
        Simon~W.~Lewis%,~\IEEEmembership{Member,~IEEE}% <-this % stops a space
\IEEEcompsocitemizethanks{\IEEEcompsocthanksitem Fayola Peters is with the Lane Department of Computer Science and Electrical Engineering, West Virginia University.
E-mail: fpeters@mix.wvu.edu
\IEEEcompsocthanksitem Tim Menzies is with the Lane Department of Computer Science and Electrical Engineering, West Virginia University.
E-mail: tim@menzies.us%
\IEEEcompsocthanksitem Max Houck is with Analytic Services, Inc. (ANSER), 2900 South
Quincy Street, Arlington, VA 22206.
E-mail: max.houck@gmail.com%
\IEEEcompsocthanksitem Simon W. Lewis is with the Department of Chemistry, Curtin University of Technology.
E-mail: S.Lewis@curtin.edu.au}}% <-this % stops a space
%\thanks{This research is funded in part by NSF,CISE, project \#0810879 }}



\markboth{Journal of IEEE Transactions on KNOWLEDGE AND DATA ENGINEERING,~Vol.~X, No.~Y, SomeMonth~201z}%
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Instance selection, k-nearest neighbors
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\section*{Acknowledgments}
This work is supported by the Office of Justice Programs, National Institute of Justice, Investigative and Forensic Sciences Division under Grant No. 2003-RC-CX-K001. Also some of the infrared spectra were collected by Nathan Karslake (Department of Chemistry, Curtin University) and the automotive paint samples were obtained with the help of Kelvin Parker and staff of Prestige Sunroofs WA (Booragoon, Western Australia) and Dean Picot and staff of Rapid Autobody Centre (Booragoon, Western Australia).
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