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WIREs Data Mining Knowl Discov
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Statistics

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
Mining data with random forests: current options for real‐world applications

Focus Article
Andreas Ziegler, Inke R. König
Published Online: Dec 23 2013
DOI:10.1002/widm.1114

Abstract Full article on Wiley Online Library:   HTML | PDF
Analytical strategies for estimating suppressed and missing data in large regional and local employment, population, and transportation databases

Advanced Review
Jean‐Michel Guldmann
Published Online: Jul 09 2013
DOI:10.1002/widm.1095

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
Overview of random forest methodology and practical guidance with emphasis on computational biology and bioinformatics

Overview
Anne‐Laure Boulesteix, Silke Janitza, Jochen Kruppa, Inke R. König
Published Online: Oct 18 2012
DOI:10.1002/widm.1072

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
Filtered‐top‐ k association discovery

Opinion
Geoffrey I. Webb
Published Online: Apr 05 2011
DOI:10.1002/widm.28

Abstract Full article on Wiley Online Library:   HTML | PDF
The use of classification trees for bioinformatics

Advanced Review
Xiang Chen, Minghui Wang, Heping Zhang
Published Online: Jan 06 2011
DOI:10.1002/widm.14

Abstract Full article on Wiley Online Library:   HTML | PDF

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