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WIREs Data Mining Knowl Discov
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Algorithmic Development

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Entity disambiguation with decomposable neural networks

Focus Article
Yaming Sun, Zhenzhou Ji, Lei Lin, Duyu Tang, Xiaolong Wang
Published Online: Jul 05 2017
DOI:10.1002/widm.1215

Abstract Full article on Wiley Online Library:   HTML | PDF
Stacked denoising autoencoders for sentiment analysis: a review

Focus Article
Hesam Sagha, Nicholas Cummins, Björn Schuller
Published Online: Jun 09 2017
DOI:10.1002/widm.1212

Abstract Full article on Wiley Online Library:   HTML | PDF
Credibility in social media: opinions, news, and health information—a survey

Advanced Review
Marco Viviani, Gabriella Pasi
Published Online: Jun 04 2017
DOI:10.1002/widm.1209

Abstract Full article on Wiley Online Library:   HTML | PDF
A survey of itemset mining

Advanced Review
Philippe Fournier‐Viger, Jerry Chun‐Wei Lin, Bay Vo, Tin Truong Chi, Ji Zhang, Hoai Bac Le
Published Online: Apr 21 2017
DOI:10.1002/widm.1207

Abstract Full article on Wiley Online Library:   HTML | PDF
A revision and analysis of the comprehensiveness of the main longitudinal studies of human aging for data mining research

Advanced Review
Caio Eduardo Ribeiro, Luis Henrique S. Brito, Cristiane Neri Nobre, Alex A. Freitas, Luis Enrique Zárate
Published Online: Mar 10 2017
DOI:10.1002/widm.1202

Abstract Full article on Wiley Online Library:   HTML | PDF
Tensor methods and recommender systems

Overview
Evgeny Frolov, Ivan Oseledets
Published Online: Feb 27 2017
DOI:10.1002/widm.1201

Abstract Full article on Wiley Online Library:   HTML | PDF
An introduction to Majorization‐Minimization algorithms for machine learning and statistical estimation

Advanced Review
Hien D. Nguyen
Published Online: Feb 09 2017
DOI:10.1002/widm.1198

Abstract Full article on Wiley Online Library:   HTML | PDF
Survey on time series motif discovery

Focus Article
Sahar Torkamani, Volker Lohweg
Published Online: Feb 09 2017
DOI:10.1002/widm.1199

Abstract Full article on Wiley Online Library:   HTML | PDF
Tensor decompositions and data fusion in epileptic electroencephalography and functional magnetic resonance imaging data

Focus Article
Borbála Hunyadi, Patrick Dupont, Wim Van Paesschen, Sabine Van Huffel
Published Online: Nov 11 2016
DOI:10.1002/widm.1197

Abstract Full article on Wiley Online Library:   HTML | PDF
Identifying community structure in a multi‐relational network employing non‐negative tensor factorization and GA k‐means clustering

Focus Article
Ankita Verma, Kamal K. Bharadwaj
Published Online: Oct 06 2016
DOI:10.1002/widm.1196

Abstract Full article on Wiley Online Library:   HTML | PDF
The lattice‐based approaches for mining association rules: a review

Advanced Review
Tuong Le, Bay Vo
Published Online: May 20 2016
DOI:10.1002/widm.1181

Abstract Full article on Wiley Online Library:   HTML | PDF
Software and applications of spatial data mining

Overview
Deren Li, Shuliang Wang, Hanning Yuan, Deyi Li
Published Online: Apr 14 2016
DOI:10.1002/widm.1180

Abstract Full article on Wiley Online Library:   HTML | PDF
Community detection in social networks

Advanced Review
Punam Bedi, Chhavi Sharma
Published Online: Feb 19 2016
DOI:10.1002/widm.1178

Abstract Full article on Wiley Online Library:   HTML | PDF
Enhancing Iterative Dichotomiser 3 algorithm for classification decision tree

Focus Article
Ayman E. Khedr, Amira M. Idrees, Ahmed I. El Seddawy
Published Online: Feb 18 2016
DOI:10.1002/widm.1177

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
Deep learning for sentiment analysis: successful approaches and future challenges

Focus Article
Duyu Tang, Bing Qin, Ting Liu
Published Online: Oct 23 2015
DOI:10.1002/widm.1171

Abstract Full article on Wiley Online Library:   HTML | PDF
Sentiment analysis and opinion mining: on optimal parameters and performances

Focus Article
Björn Schuller, Amr El‐Desoky Mousa, Vasileios Vryniotis
Published Online: Aug 14 2015
DOI:10.1002/widm.1159

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
An overview on the exploitation of time in collaborative filtering

Overview
João Vinagre, Alípio Mário Jorge, João Gama
Published Online: Aug 08 2015
DOI:10.1002/widm.1160

Abstract Full article on Wiley Online Library:   HTML | PDF
Multi‐objective ensemble generation

Focus Article
Shenkai Gu, Ran Cheng, Yaochu Jin
Published Online: Jul 07 2015
DOI:10.1002/widm.1158

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
A semantic‐based classification and regression tree approach for modelling complex spatial rules in motor vehicle crashes domain

Focus Article
Meysam Effati, Abolghasem Sadeghi‐Niaraki
Published Online: Jun 05 2015
DOI:10.1002/widm.1152

Abstract Full article on Wiley Online Library:   HTML | PDF
A Delaunay diagram‐based Min–Max CP‐Tree algorithm for Spatial Data Analysis

Focus Article
Venkatesan Meenakshi Sundaram, Arunkumar Thangavelu
Published Online: Apr 23 2015
DOI:10.1002/widm.1151

Abstract Full article on Wiley Online Library:   HTML | PDF
Data mining‐based tag recommendation system: an overview

Overview
Subramaniyaswamy Vairavasundaram, Vijayakumar Varadharajan, Indragandhi Vairavasundaram, Logesh Ravi
Published Online: Apr 09 2015
DOI:10.1002/widm.1149

Abstract Full article on Wiley Online Library:   HTML | PDF
Noncoding RNAs and their annotation using metagenomics algorithms

Advanced Review
Shubhra Sankar Ray, Sonam Maiti
Published Online: Jan 28 2015
DOI:10.1002/widm.1142

Abstract Full article on Wiley Online Library:   HTML | PDF
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