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WIREs Data Mining Knowl Discov
Impact Factor: 2.111

Algorithmic Development

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Maritime anomaly detection: A review

Advanced Review
Maria Riveiro, Giuliana Pallotta, Michele Vespe
Published Online: May 25 2018
DOI:10.1002/widm.1266

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
Toward efficient business behavior prediction using location‐based social networks

Focus Article
Ola A. Al Sonosy, Sherine Rady, Nagwa L. Badr, Mohammed Hashem
Published Online: May 07 2018
DOI:10.1002/widm.1263

Abstract Full article on Wiley Online Library:   HTML | PDF
Deep learning for sentiment analysis: A survey

Overview
Lei Zhang, Shuai Wang, Bing Liu
Published Online: Mar 30 2018
DOI:10.1002/widm.1253

Abstract Full article on Wiley Online Library:   HTML | PDF
Recent trends in machine learning for human activity recognition—A survey

Focus Article
Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy
Published Online: Mar 28 2018
DOI:10.1002/widm.1254

Abstract Full article on Wiley Online Library:   HTML | PDF
Model selection and error estimation without the agonizing pain

Advanced Review
Luca Oneto
Published Online: Mar 22 2018
DOI:10.1002/widm.1252

Abstract Full article on Wiley Online Library:   HTML | PDF
Mining association rules for admission control and service differentiation in e‐commerce applications

Advanced Review
James Xue, Stephen Jarvis
Published Online: Mar 05 2018
DOI:10.1002/widm.1241

Abstract Full article on Wiley Online Library:   HTML | PDF
Ensemble learning: A survey

Advanced Review
Omer Sagi, Lior Rokach
Published Online: Feb 27 2018
DOI:10.1002/widm.1249

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
Process discovery from event data: Relating models and logs through abstractions

Overview
Wil M.P. van der Aalst
Published Online: Feb 05 2018
DOI:10.1002/widm.1244

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

Overview
Wensheng Gan, Jerry Chun‐Wei Lin, Philippe Fournier‐Viger, Han‐Chieh Chao, Tzung‐Pei Hong, Hamido Fujita
Published Online: Jan 14 2018
DOI:10.1002/widm.1242

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
A survey of evaluation methods for personal route and destination prediction from mobility traces

Overview
Roelant A. Stegmann, Indrė Žliobaitė, Tuukka Tolvanen, Jaakko Hollmén, Jesse Read
Published Online: Nov 17 2017
DOI:10.1002/widm.1237

Abstract Full article on Wiley Online Library:   HTML | PDF
Triangle counting in large networks: a review

Advanced Review
Mohammad Al Hasan, Vachik S. Dave
Published Online: Oct 06 2017
DOI:10.1002/widm.1226

Abstract Full article on Wiley Online Library:   HTML | PDF
Differentiating households to analyze consumption patterns: a data mining study on official household budget data

Focus Article
Tuğba Değirmenci, Lale Özbakır
Published Online: Sep 28 2017
DOI:10.1002/widm.1227

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
A survey of Web crawlers for information retrieval

Overview
Manish Kumar, Rajesh Bhatia, Dhavleesh Rattan
Published Online: Aug 07 2017
DOI:10.1002/widm.1218

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
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
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