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WIREs Data Mining Knowl Discov
Impact Factor: 2.541

Structure Discovery and Clustering

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Self‐organizing maps for latent semantic analysis of free‐form text in support of public policy analysis

Focus Article
Bernie C. Till, Justin Longo, A. Rod Dobell, Peter F. Driessen
Published Online: Dec 23 2013
DOI:10.1002/widm.1112

Abstract Full article on Wiley Online Library:   HTML | PDF
Spatiotemporal change footprint pattern discovery: an inter‐disciplinary survey

Overview
Xun Zhou, Shashi Shekhar, Reem Y. Ali
Published Online: Dec 23 2013
DOI:10.1002/widm.1113

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
Analysis and mining of online social networks: emerging trends and challenges

Advanced Review
Sajid Yousuf Bhat, Muhammad Abulaish
Published Online: Oct 09 2013
DOI:10.1002/widm.1105

Abstract Full article on Wiley Online Library:   HTML | PDF
Prepyramidal clustering and Robinsonian dissimilarities: one‐to‐one correspondences

Focus Article
Patrice Bertrand, Jean Diatta
Published Online: Jul 09 2013
DOI:10.1002/widm.1096

Abstract Full article on Wiley Online Library:   HTML | PDF
Automatic construction of lexicons, taxonomies, ontologies, and other knowledge structures

Overview
Olena Medelyan, Ian H. Witten, Anna Divoli, Jeen Broekstra
Published Online: Jul 09 2013
DOI:10.1002/widm.1097

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
Clustering high dimensional data

Advanced Review
Ira Assent
Published Online: Jun 22 2012
DOI:10.1002/widm.1062

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

Focus Article
Hans‐Peter Kriegel, Peer Kröger, Arthur Zimek
Published Online: Jun 22 2012
DOI:10.1002/widm.1057

Abstract Full article on Wiley Online Library:   HTML | PDF
An overview of the use of neural networks for data mining tasks

Overview
Frederic Stahl, Ivan Jordanov
Published Online: Apr 18 2012
DOI:10.1002/widm.1052

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:   HTML | 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
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
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
Clustering mixed data

Focus Article
Lynette Hunt, Murray Jorgensen
Published Online: May 20 2011
DOI:10.1002/widm.33

Abstract Full article on Wiley Online Library:   HTML | PDF
Cluster ensembles

Advanced Review
Joydeep Ghosh, Ayan Acharya
Published Online: May 02 2011
DOI:10.1002/widm.32

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

Advanced Review
Hans‐Peter Kriegel, Peer Kröger, Jörg Sander, Arthur Zimek
Published Online: Apr 05 2011
DOI:10.1002/widm.30

Abstract Full article on Wiley Online Library:   HTML | PDF
Contrast and change mining

Overview
Mirko Boettcher
Published Online: Apr 05 2011
DOI:10.1002/widm.27

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
Choosing the number of clusters

Focus Article
Boris Mirkin
Published Online: Mar 08 2011
DOI:10.1002/widm.15

Abstract Full article on Wiley Online Library:   HTML | PDF
Soft clustering for information retrieval applications

Advanced Review
Gloria Bordogna, Gabriella Pasi
Published Online: Feb 03 2011
DOI:10.1002/widm.3

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
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