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WIREs Data Mining Knowl Discov
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Statistical Fundamentals

An introduction to Majorization‐Minimization algorithms for machine learning and statistical estimation

Advanced Review
Hien D. Nguyen
Published Online: Feb 09 2017
DOI:10.1002/widm.1198

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian treed response surface models

Focus Article
Hugh Chipman, Edward I. George, Robert B. Gramacy, Robert McCulloch
Published Online: Jul 09 2013
DOI:10.1002/widm.1094

Abstract Full article on Wiley Online Library:   HTML | PDF
Knowledge discovery interestingness measures based on unexpectedness

Advanced Review
Kleanthis‐Nikolaos Kontonasios, Eirini Spyropoulou, Tijl De Bie
Published Online: Jun 22 2012
DOI:10.1002/widm.1063

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

Focus Article
Michael R. Chernick
Published Online: Apr 18 2012
DOI:10.1002/widm.1054

Abstract Full article on Wiley Online Library:   HTML | PDF
Experimental design

Focus Article
J. P. Morgan, Xinwei Deng
Published Online: Jan 30 2012
DOI:10.1002/widm.1046

Abstract Full article on Wiley Online Library:   HTML | PDF
Outlier detection

Focus Article
Xiaogang Su, Chih‐Ling Tsai
Published Online: Mar 09 2011
DOI:10.1002/widm.19

Abstract Full article on Wiley Online Library:   HTML | PDF
Classification and regression trees

Overview
Wei‐Yin Loh
Published Online: Jan 06 2011
DOI:10.1002/widm.8

Abstract Full article on Wiley Online Library:   HTML | PDF

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