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WIREs Data Mining Knowl Discov
Impact Factor: 2.111

Algorithmic Development

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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
Frequent item set mining

Overview
Christian Borgelt
Published Online: Oct 18 2012
DOI:10.1002/widm.1074

Abstract Full article on Wiley Online Library:   HTML | PDF
Reverse engineering of gene regulatory networks from biological data

Overview
Li‐Zhi Liu, Fang‐Xiang Wu, Wen‐Jun Zhang
Published Online: Aug 17 2012
DOI:10.1002/widm.1068

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
Mining social media: key players, sentiments, and communities

Focus Article
Martin Atzmueller
Published Online: Aug 08 2012
DOI:10.1002/widm.1069

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 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
Tutorial on biological networks

Overview
Francisco G. Vital‐Lopez, Vesna Memišević, Bhaskar Dutta
Published Online: Jun 22 2012
DOI:10.1002/widm.1061

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

Advanced Review
Peter Kokol, Sandi Pohorec, Gregor Štiglic, Vili Podgorelec
Published Online: Apr 26 2012
DOI:10.1002/widm.1056

Abstract Full article on Wiley Online Library:   HTML | PDF
Mining high‐throughput screens for cancer drug targets—lessons from yeast chemical‐genomic profiling and synthetic lethality

Focus Article
Marja A. Heiskanen, Tero Aittokallio
Published Online: Apr 26 2012
DOI:10.1002/widm.1055

Abstract Full article on Wiley Online Library:   HTML | PDF
FiRePat—Finding Regulatory Patterns between sRNAs and Genes

Focus Article
Irina Mohorianu, Sara Lopez‐Gomollon, Frank Schwach, Tamas Dalmay, Vincent Moulton
Published Online: Apr 18 2012
DOI:10.1002/widm.1053

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
Genetic algorithms for clustering and fuzzy clustering

Focus Article
Sanghamitra Bandyopadhyay
Published Online: Mar 23 2012
DOI:10.1002/widm.1051

Abstract Full article on Wiley Online Library:   PDF
Partitive clustering ( K ‐means family)

Overview
Yu Xiao, Jian Yu
Published Online: Mar 23 2012
DOI:10.1002/widm.1049

Abstract Full article on Wiley Online Library:   HTML | PDF
Dynamic clustering with soft computing

Advanced Review
Georg Peters, Richard Weber
Published Online: Mar 14 2012
DOI:10.1002/widm.1050

Abstract Full article on Wiley Online Library:   HTML | PDF
Replaying history on process models for conformance checking and performance analysis

Focus Article
Wil van der Aalst, Arya Adriansyah, Boudewijn van Dongen
Published Online: Jan 30 2012
DOI:10.1002/widm.1045

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
Analyzing genomic data: understanding the genome

Overview
Xosé M. Fernández‐Suárez
Published Online: Jan 04 2012
DOI:10.1002/widm.54

Abstract Full article on Wiley Online Library:   HTML | PDF
Algorithms for hierarchical clustering: an overview

Overview
Fionn Murtagh, Pedro Contreras
Published Online: Dec 07 2011
DOI:10.1002/widm.53

Abstract Full article on Wiley Online Library:   HTML | PDF
Protecting Sensitive knowledge in association patterns mining

Advanced Review
Guanling Lee, Yi Chun Chen
Published Online: Nov 23 2011
DOI:10.1002/widm.50

Abstract Full article on Wiley Online Library:   HTML | PDF
Advances in data stream mining

Advanced Review
Mohamed Medhat Gaber
Published Online: Nov 07 2011
DOI:10.1002/widm.52

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
Robust clustering

Advanced Review
Amit Banerjee, Rajesh N. Davé
Published Online: Sep 27 2011
DOI:10.1002/widm.49

Abstract Full article on Wiley Online Library:   HTML | PDF
Genetic algorithms for clustering and fuzzy clustering

Focus Article
Sanghamitra Bandyopadhyay
Published Online: Aug 26 2011
DOI:10.1002/widm.47

Abstract Full article on Wiley Online Library:   HTML | PDF
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