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Statistical Learning and Exploratory Methods of the Data Sciences

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Partial least squares algorithms and methods

Advanced Review
Vincenzo Esposito Vinzi, Giorgio Russolillo
Published Online: Dec 26 2012
DOI:10.1002/wics.1239

Abstract Full article on Wiley Online Library:   HTML | PDF
Examples of understanding safety data using graphical methods

Advanced Review
Richard Anziano, Robert Gordon
Published Online: Dec 26 2012
DOI:10.1002/wics.1243

Abstract Full article on Wiley Online Library:   HTML | PDF
Alarm activation, pattern discovery, and anomaly detection in sensor networks

Advanced Review
James A. Shine, James E. Gentle
Published Online: Oct 08 2012
DOI:10.1002/wics.1233

Abstract Full article on Wiley Online Library:   HTML | PDF
Shrinkage and absolute penalty estimation in linear regression models

Overview
S. Ejaz Ahmed, S.M. Enayetur Raheem
Published Online: Sep 28 2012
DOI:10.1002/wics.1232

Abstract Full article on Wiley Online Library:   HTML | PDF
Computational biology perspective: kernel methods and deep learning

Advanced Review
Huma Lodhi
Published Online: Jul 16 2012
DOI:10.1002/wics.1223

Abstract Full article on Wiley Online Library:   HTML | PDF
Introduction to manifold learning

Overview
Alan Julian Izenman
Published Online: Jul 16 2012
DOI:10.1002/wics.1222

Abstract Full article on Wiley Online Library:   HTML | PDF
Bin smoother

Focus Article
Jussi Klemelä
Published Online: May 11 2012
DOI:10.1002/wics.1214

Abstract Full article on Wiley Online Library:   HTML | PDF
Biplots: the joy of singular value decomposition

Focus Article
Michael J. Greenacre
Published Online: Apr 06 2012
DOI:10.1002/wics.1200

Abstract Full article on Wiley Online Library:   HTML | PDF
Model‐based cluster analysis

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

Abstract Full article on Wiley Online Library:   HTML | PDF
Estimating Response Modeling Methodology models

Focus Article
Haim Shore
Published Online: Feb 10 2012
DOI:10.1002/wics.1199

Abstract Full article on Wiley Online Library:   HTML | PDF
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
STATIS and DISTATIS: optimum multitable principal component analysis and three way metric multidimensional scaling

Advanced Review
Hervé Abdi, Lynne J. Williams, Domininique Valentin, Mohammed Bennani‐Dosse
Published Online: Jan 05 2012
DOI:10.1002/wics.198

Abstract Full article on Wiley Online Library:   HTML | PDF
The Bayesian information criterion: background, derivation, and applications

Focus Article
Andrew A. Neath, Joseph E. Cavanaugh
Published Online: Dec 14 2011
DOI:10.1002/wics.199

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
Part‐of‐speech tagging

Focus Article
Angel R. Martinez
Published Online: Sep 30 2011
DOI:10.1002/wics.195

Abstract Full article on Wiley Online Library:   HTML | PDF
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
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