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WIREs Data Mining Knowl Discov
Impact Factor: 2.541

Machine Learning

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Multilinear and nonlinear generalizations of partial least squares: an overview of recent advances

Overview
Qibin Zhao, Liqing Zhang, Andrzej Cichocki
Published Online: Feb 24 2014
DOI:10.1002/widm.1120

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
Distributed clustering of ubiquitous data streams

Focus Article
Pedro Pereira Rodrigues, João Gama
Published Online: Nov 19 2013
DOI:10.1002/widm.1109

Abstract Full article on Wiley Online Library:   HTML | PDF
Topic modeling for expert finding using latent Dirichlet allocation

Focus Article
Felix Naumann, Saeedeh Momtazi
Published Online: Aug 20 2013
DOI:10.1002/widm.1102

Abstract Full article on Wiley Online Library:   HTML | PDF
Evolutionary design of decision trees

Overview
Vili Podgorelec, Matej Šprogar, Sandi Pohorec
Published Online: Dec 17 2012
DOI:10.1002/widm.1079

Abstract Full article on Wiley Online Library:   HTML | PDF
Mining from protein–protein interactions

Advanced Review
Hiroshi Mamitsuka
Published Online: Aug 08 2012
DOI:10.1002/widm.1065

Abstract Full article on Wiley Online Library:   HTML | PDF
Objective function‐based clustering

Advanced Review
Lawrence O. Hall
Published Online: Jun 22 2012
DOI:10.1002/widm.1059

Abstract Full article on Wiley Online Library:   HTML | PDF
Knowledge discovery for scheduling in computational grids

Overview
Alexander Fölling, Joachim Lepping
Published Online: Jun 22 2012
DOI:10.1002/widm.1060

Abstract Full article on Wiley Online Library:   HTML | PDF
Machine learning methods for predicting tumor response in lung cancer

Focus Article
Issam El Naqa
Published Online: Jan 30 2012
DOI:10.1002/widm.1047

Abstract Full article on Wiley Online Library:   HTML | PDF
Computational tools for protein–DNA interactions

Advanced Review
Christopher Kauffman, George Karypis
Published Online: Nov 02 2011
DOI:10.1002/widm.48

Abstract Full article on Wiley Online Library:   HTML | PDF
Knowledge discovery in data streams with regression tree methods

Advanced Review
Dima Alberg, Mark Last, Abraham Kandel
Published Online: Oct 31 2011
DOI:10.1002/widm.51

Abstract Full article on Wiley Online Library:   HTML | PDF
Clustering genes with expression and beyond

Advanced Review
Motoki Shiga, Hiroshi Mamitsuka
Published Online: Jul 11 2011
DOI:10.1002/widm.41

Abstract Full article on Wiley Online Library:   HTML | PDF
Distance‐preserving dimensionality reduction

Overview
Li Yang
Published Online: Jun 14 2011
DOI:10.1002/widm.39

Abstract Full article on Wiley Online Library:   HTML | PDF
Fuzzy machine learning and data mininga

Overview
Eyke Hüllermeier
Published Online: May 31 2011
DOI:10.1002/widm.34

Abstract Full article on Wiley Online Library:   HTML | PDF
Mining of protein contact maps for protein fold prediction

Focus Article
Durga Bhavani S, Suvarnavani K, Somdatta Sinha
Published Online: May 25 2011
DOI:10.1002/widm.35

Abstract Full article on Wiley Online Library:   HTML | PDF
Rough clustering

Advanced Review
Pawan Lingras, Georg Peters
Published Online: Jan 10 2011
DOI:10.1002/widm.16

Abstract Full article on Wiley Online Library:   HTML | PDF
Applications of tensor (multiway array) factorizations and decompositions in data mining

Overview
Morten Mørup
Published Online: Jan 10 2011
DOI:10.1002/widm.1

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
Multivariate random forests

Focus Article
Mark Segal, Yuanyuan Xiao
Published Online: Jan 06 2011
DOI:10.1002/widm.12

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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