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Statistical Learning and Exploratory Methods of the Data Sciences

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Statistics, vision, and the analysis of artistic style

Opinion
Daniel J. Graham, James M. Hughes, Helmut Leder, Daniel N. Rockmore
Published Online: Sep 30 2011
DOI:10.1002/wics.197

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

Abstract Full article on Wiley Online Library:   HTML | PDF
Three‐dimensional stereoscopic plots

Advanced Review
Jürgen Symanzik
Published Online: Aug 30 2011
DOI:10.1002/wics.189

Abstract Full article on Wiley Online Library:   HTML | PDF
Implicit translation

Advanced Review
David Marchette
Published Online: Jul 15 2011
DOI:10.1002/wics.181

Abstract Full article on Wiley Online Library:   HTML | PDF
Statistical learning theory: a tutorial

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

Abstract Full article on Wiley Online Library:   HTML | PDF
Machine learning

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

Abstract Full article on Wiley Online Library:   HTML | PDF
Response modeling methodology

Advanced Review
Haim Shore
Published Online: Mar 25 2011
DOI:10.1002/wics.151

Abstract Full article on Wiley Online Library:   HTML | PDF
Data mining techniques for information security applications

Advanced Review
Amany Al‐Shawi
Published Online: Mar 14 2011
DOI:10.1002/wics.161

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

Advanced Review
D. M. Reeves, G. M. Jacyna
Published Online: Mar 08 2011
DOI:10.1002/wics.149

Abstract Full article on Wiley Online Library:   HTML | PDF
Transductive confidence machines

Advanced Review
James Rogers
Published Online: Mar 04 2011
DOI:10.1002/wics.154

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

Overview
Stephan Morgenthaler
Published Online: Jan 28 2011
DOI:10.1002/wics.144

Abstract Full article on Wiley Online Library:   HTML | PDF
Coping with high dimensionality in massive datasets

Overview
Jon R. Kettenring
Published Online: Jan 07 2011
DOI:10.1002/wics.141

Abstract Full article on Wiley Online Library:   HTML | PDF
Streaming data

Advanced Review
William Szewczyk
Published Online: Nov 11 2010
DOI:10.1002/wics.130

Abstract Full article on Wiley Online Library:   HTML | PDF
Pseudogrand tour

Focus Article
Rida E. Moustafa
Published Online: Oct 13 2010
DOI:10.1002/wics.133

Abstract Full article on Wiley Online Library:   HTML | PDF
Discounting older data

Focus Article
Kyle A. Caudle, Gary O. Fowler, Leah R. Jager, David M. Ruth
Published Online: Oct 13 2010
DOI:10.1002/wics.134

Abstract Full article on Wiley Online Library:   HTML | PDF
Wavelet methods

Overview
Piotr Fryzlewicz
Published Online: Sep 29 2010
DOI:10.1002/wics.124

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

Advanced Review
Lasse Holmström
Published Online: Aug 30 2010
DOI:10.1002/wics.115

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

Focus Article
Martin Theus
Published Online: Aug 20 2010
DOI:10.1002/wics.120

Abstract Full article on Wiley Online Library:   HTML | PDF
Pattern recognition

Overview
Lasse Holmström, Petri Koistinen
Published Online: Jul 15 2010
DOI:10.1002/wics.99

Abstract Full article on Wiley Online Library:   HTML | PDF
Fuzzy set theory

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

Abstract Full article on Wiley Online Library:   HTML | PDF
Natural language processing

Focus Article
Angel R. Martinez
Published Online: May 25 2010
DOI:10.1002/wics.76

Abstract Full article on Wiley Online Library:   HTML | PDF
Tree‐structured classifiers

Focus Article
Wei‐Yin Loh
Published Online: May 25 2010
DOI:10.1002/wics.86

Abstract Full article on Wiley Online Library:   HTML | PDF
Algorithm quasi‐optimal (AQ) learning

Advanced Review
Guido Cervone, Pasquale Franzese, Allen P. K. Keesee
Published Online: Mar 19 2010
DOI:10.1002/wics.78

Abstract Full article on Wiley Online Library:   HTML | PDF
Bigram proximity matrix

Focus Article
Angel R. Martinez
Published Online: Mar 19 2010
DOI:10.1002/wics.67

Abstract Full article on Wiley Online Library:   HTML | PDF
Neural networks

Advanced Review
Michael Titterington
Published Online: Jan 19 2010
DOI:10.1002/wics.50

Abstract Full article on Wiley Online Library:   HTML | PDF
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