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WIREs Data Mining Knowl Discov
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Structure Discovery and Clustering

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Extraction, correlation, and abstraction of event data for process mining

Advanced Review
Kiarash Diba, Kimon Batoulis, Matthias Weidlich, Mathias Weske
Published Online: Dec 20 2019
DOI:10.1002/widm.1346

Abstract Full article on Wiley Online Library:   HTML | PDF
Sentiment analysis for mining texts and social networks data: Methods and tools

Advanced Review
Chiara Zucco, Barbara Calabrese, Giuseppe Agapito, Pietro H. Guzzi, Mario Cannataro
Published Online: Aug 28 2019
DOI:10.1002/widm.1333

Abstract Full article on Wiley Online Library:   HTML | PDF
Clustering approaches for high‐dimensional databases: A review

Advanced Review
Mamta Mittal, Jasleen K. Sethi, Duraisamy Jude Hemanth, Lalit M. Goyal
Published Online: Jan 23 2019
DOI:10.1002/widm.1300

Abstract Full article on Wiley Online Library:   HTML | PDF
Model‐based clustering and classification of functional data

Advanced Review
Faicel Chamroukhi, Hien D. Nguyen
Published Online: Jan 18 2019
DOI:10.1002/widm.1298

Abstract Full article on Wiley Online Library:   HTML | PDF
δ‐Open set clustering—A new topological clustering method

Focus Article
Shuliang Wang, Qi Li, Hanning Yuan, Deren Li, Jing Geng, Chuanfeng Zhao, Yimeng Lei, Chuanlu Liu, Chengfei Liu
Published Online: May 10 2018
DOI:10.1002/widm.1262

Abstract Full article on Wiley Online Library:   HTML | PDF
Practical and theoretical aspects of mixture‐of‐experts modeling: An overview

Overview
Hien D. Nguyen, Faicel Chamroukhi
Published Online: Feb 13 2018
DOI:10.1002/widm.1246

Abstract Full article on Wiley Online Library:   HTML | PDF
Cloud‐based data streams optimization

Focus Article
Mohamed F. Tolba, Nagwa L. Badr, Rasha M. Ismail, Fatma M. Najib
Published Online: Feb 12 2018
DOI:10.1002/widm.1247

Abstract Full article on Wiley Online Library:   HTML | PDF
Anomaly detection by robust statistics

Focus Article
Peter J. Rousseeuw, Mia Hubert
Published Online: Nov 23 2017
DOI:10.1002/widm.1236

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

Overview
Fionn Murtagh, Pedro Contreras
Published Online: Sep 04 2017
DOI:10.1002/widm.1219

Abstract Full article on Wiley Online Library:   HTML | PDF
Leader‐based community detection algorithm for social networks

Focus Article
Nivin A. Helal, Rasha M. Ismail, Nagwa L. Badr, Mostafa G. M. Mostafa
Published Online: Aug 02 2017
DOI:10.1002/widm.1213

Abstract Full article on Wiley Online Library:   HTML | PDF
Segmentation techniques for the summarization of individual mobility data

Overview
Maria Luisa Damiani, Fatima Hachem
Published Online: Jul 11 2017
DOI:10.1002/widm.1214

Abstract Full article on Wiley Online Library:   HTML | PDF
A novel social network mining approach for customer segmentation and viral marketing

Focus Article
Nivin A. Helal, Rasha M. Ismail, Nagwa L. Badr, Mostafa G. M. Mostafa
Published Online: Jul 13 2016
DOI:10.1002/widm.1183

Abstract Full article on Wiley Online Library:   HTML | PDF
Mining from distributed and abstracted data

Focus Article
Xiaofeng Zhang, William K. Cheung, Yunming Ye
Published Online: Jun 23 2016
DOI:10.1002/widm.1182

Abstract Full article on Wiley Online Library:   HTML | PDF
Clustering techniques for neuroimaging applications

Focus Article
Alexandra Derntl, Claudia Plant
Published Online: Dec 22 2015
DOI:10.1002/widm.1174

Abstract Full article on Wiley Online Library:   HTML | PDF
Sentiment–topic modeling in text mining

Focus Article
Chenghua Lin, Ebuka Ibeke, Adam Wyner, Frank Guerin
Published Online: Aug 14 2015
DOI:10.1002/widm.1161

Abstract Full article on Wiley Online Library:   HTML | PDF
Emerging directions in predictive text mining

Advanced Review
Nitin Indurkhya
Published Online: Jun 05 2015
DOI:10.1002/widm.1154

Abstract Full article on Wiley Online Library:   HTML | PDF
Predicting the dynamics of social circles in ego networks using pattern analysis and GA K‐means clustering

Advanced Review
Vinti Agarwal, K. K. Bharadwaj
Published Online: Apr 09 2015
DOI:10.1002/widm.1150

Abstract Full article on Wiley Online Library:   HTML | PDF
Data visualization by nonlinear dimensionality reduction

Overview
Andrej Gisbrecht, Barbara Hammer
Published Online: Feb 23 2015
DOI:10.1002/widm.1147

Abstract Full article on Wiley Online Library:   HTML | PDF
Symbolic Data Analysis: another look at the interaction of Data Mining and Statistics

Overview
Paula Brito
Published Online: Aug 24 2014
DOI:10.1002/widm.1133

Abstract Full article on Wiley Online Library:   HTML | PDF
Phylogenetic networks: a new form of multivariate data summary for data mining and exploratory data analysis

Overview
David A. Morrison
Published Online: Jun 02 2014
DOI:10.1002/widm.1130

Abstract Full article on Wiley Online Library:   HTML | PDF
Clustering on heterogeneous networks

Overview
Yue Huang, Xuedong Gao
Published Online: Apr 28 2014
DOI:10.1002/widm.1126

Abstract Full article on Wiley Online Library:   HTML | PDF
Open issues for partitioning clustering methods: an overview

Overview
Maria Camila N. Barioni, Humberto Razente, Alessandra M. R. Marcelino, Agma J. M. Traina, Caetano Traina
Published Online: Apr 28 2014
DOI:10.1002/widm.1127

Abstract Full article on Wiley Online Library:   HTML | PDF
Data stream mining in ubiquitous environments: state‐of‐the‐art and current directions

Advanced Review
Mohamed Medhat Gaber, João Gama, Shonali Krishnaswamy, João Bártolo Gomes, Frederic Stahl
Published Online: Feb 24 2014
DOI:10.1002/widm.1115

Abstract Full article on Wiley Online Library:   HTML | PDF
Alignment and dataset identification of linked data in Semantic Web

Advanced Review
Kalpa Gunaratna, Sarasi Lalithsena, Amit Sheth
Published Online: Feb 24 2014
DOI:10.1002/widm.1121

Abstract Full article on Wiley Online Library:   HTML | PDF
Time series motif discovery: dimensions and applications

Focus Article
Abdullah Mueen
Published Online: Feb 24 2014
DOI:10.1002/widm.1119

Abstract Full article on Wiley Online Library:   HTML | PDF
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
Data mining of functional RNA structures in genomic sequences

Focus Article
Shu‐Yun Le, Bruce A. Shapiro
Published Online: Jan 10 2011
DOI:10.1002/widm.13

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
Introducing WIREs Data Mining and Knowledge Discovery

Editorial Commentary
Witold Pedrycz
Published Online: Jan 06 2011
DOI:10.1002/widm.17

Abstract Full article on Wiley Online Library:   HTML | PDF
Robust statistics for outlier detection

Focus Article
Peter J. Rousseeuw, Mia Hubert
Published Online: Jan 06 2011
DOI:10.1002/widm.2

Abstract Full article on Wiley Online Library:   HTML | PDF
Multivariate image mining

Overview
Julia Herold, Christian Loyek, Tim W. Nattkemper
Published Online: Jan 06 2011
DOI:10.1002/widm.4

Abstract Full article on Wiley Online Library:   HTML | PDF
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