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WIREs Data Mining Knowl Discov

Structure Discovery and Clustering

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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
Fatma M. Najib, Rasha M. Ismail, Nagwa L. Badr, Mohamed F. Tolba
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
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