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Clustering and Classification

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Community detection in large‐scale networks: a survey and empirical evaluation

Advanced Review
Nagiza Samatova, Kanchana Padmanabhan, Ramona Seay, Jitendra Harlalka, Stephen Ranshous, L. Gjeltema, Gonzalo Bello, Steve Harenberg
Published Online: Jul 22 2014
DOI:10.1002/wics.1319

Abstract Full article on Wiley Online Library:   HTML | PDF
Tessellation

Focus Article
Daisy Phillips
Published Online: Mar 25 2014
DOI:10.1002/wics.1298

Abstract Full article on Wiley Online Library:   HTML | PDF
Visualizing singular value decomposition

Focus Article
Lingsong Zhang, Yao Wang
Published Online: Mar 14 2014
DOI:10.1002/wics.1295

Abstract Full article on Wiley Online Library:   HTML | PDF
Decision trees

Overview
Barry de Ville
Published Online: Oct 04 2013
DOI:10.1002/wics.1278

Abstract Full article on Wiley Online Library:   HTML | PDF
Learning under nonstationarity: covariate shift and class‐balance change

Advanced Review
Masashi Sugiyama, Makoto Yamada, Marthinus Christoffel du Plessis
Published Online: Aug 27 2013
DOI:10.1002/wics.1275

Abstract Full article on Wiley Online Library:   HTML | PDF
Semi‐supervised clustering methods

Advanced Review
Eric Bair
Published Online: Jul 23 2013
DOI:10.1002/wics.1270

Abstract Full article on Wiley Online Library:   HTML | PDF
Electroencephalogram‐sleep study

Focus Article
Alexandra Piryatinska
Published Online: Jun 05 2013
DOI:10.1002/wics.1261

Abstract Full article on Wiley Online Library:   HTML | PDF
A review of discriminant analysis in high dimensions

Advanced Review
Qing Mai
Published Online: Apr 09 2013
DOI:10.1002/wics.1257

Abstract Full article on Wiley Online Library:   HTML | PDF
Challenges in model‐based clustering

Advanced Review
Volodymyr Melnykov
Published Online: Feb 07 2013
DOI:10.1002/wics.1248

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Model‐based cluster analysis

Overview
Daniel Stahl, Hannah Sallis
Published Online: Mar 15 2012
DOI:10.1002/wics.1204

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Nearest‐neighbor methods

Focus Article
Clifton Sutton
Published Online: Jan 09 2012
DOI:10.1002/wics.1195

Abstract Full article on Wiley Online Library:   HTML | PDF
Clusters in irregular areas and lattices

Focus Article
William F. Wieczorek, Alan M. Delmerico, Peter A. Rogerson, David W.S. Wong
Published Online: Oct 12 2011
DOI:10.1002/wics.196

Abstract Full article on Wiley Online Library:   HTML | PDF
Visual matrix explorer for collaborative seriation

Advanced Review
Innar Liiv, Rain Opik, Jaan Ubi, John Stasko
Published Online: Sep 07 2011
DOI:10.1002/wics.193

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Statistical learning theory: a tutorial

Overview
Gilbert Harman, Sanjeev R. Kulkarni
Published Online: Jun 10 2011
DOI:10.1002/wics.179

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Machine learning

Advanced Review
Ethem Alpaydın
Published Online: Apr 04 2011
DOI:10.1002/wics.166

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Fuzzy set theory

Advanced Review
H.‐J. Zimmermann
Published Online: May 25 2010
DOI:10.1002/wics.82

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Statistical data mining

Overview
David L. Banks
Published Online: Dec 31 2009
DOI:10.1002/wics.53

Abstract Full article on Wiley Online Library:   HTML | PDF
Support vector machines

Advanced Review
Alessia Mammone, Marco Turchi, Nello Cristianini
Published Online: Nov 11 2009
DOI:10.1002/wics.49

Abstract Full article on Wiley Online Library:   HTML | PDF
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