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WIREs Data Mining Knowl Discov
Impact Factor: 2.111

Technologies

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An overview on evolutionary algorithms for many‐objective optimization problems

Overview
Christian von Lücken, Carlos Brizuela, Benjamin Barán
Published Online: May 31 2018
DOI:10.1002/widm.1267

Abstract Full article on Wiley Online Library:   HTML | PDF
Performance evaluation in non‐intrusive load monitoring: Datasets, metrics, and tools—A review

Focus Article
Lucas Pereira, Nuno Nunes
Published Online: May 22 2018
DOI:10.1002/widm.1265

Abstract Full article on Wiley Online Library:   HTML | PDF
Deep learning for remote sensing image classification: A survey

Advanced Review
Ying Li, Haokui Zhang, Xizhe Xue, Yenan Jiang, Qiang Shen
Published Online: May 17 2018
DOI:10.1002/widm.1264

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
Data analytics for internet of things: A review

Advanced Review
Chun‐Wei Tsai, Pang‐Wei Tsai, Ming‐Chao Chiang, Chu‐Sing Yang
Published Online: May 04 2018
DOI:10.1002/widm.1261

Abstract Full article on Wiley Online Library:   HTML | PDF
A survey of game theoretic approach for adversarial machine learning

Advanced Review
Yan Zhou, Murat Kantarcioglu, Bowei Xi
Published Online: Apr 30 2018
DOI:10.1002/widm.1259

Abstract Full article on Wiley Online Library:   HTML | PDF
Clustering of nonstationary data streams: A survey of fuzzy partitional methods

Advanced Review
Amr Abdullatif, Francesco Masulli, Stefano Rovetta
Published Online: Apr 17 2018
DOI:10.1002/widm.1258

Abstract Full article on Wiley Online Library:   HTML | PDF
Social network analysis: An overview

Overview
Shazia Tabassum, Fabiola S. F. Pereira, Sofia Fernandes, João Gama
Published Online: Apr 17 2018
DOI:10.1002/widm.1256

Abstract Full article on Wiley Online Library:   HTML | PDF
An overview on the evolution and adoption of deep learning applications used in the industry

Overview
Sourav Dutta
Published Online: Apr 17 2018
DOI:10.1002/widm.1257

Abstract Full article on Wiley Online Library:   HTML | PDF
From shallow feature learning to deep learning: Benefits from the width and depth of deep architectures

Advanced Review
Guoqiang Zhong, Xiao Ling, Li‐Na Wang
Published Online: Mar 28 2018
DOI:10.1002/widm.1255

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
Trained convolutional neural network based on selected beta filters for Arabic letter recognition

Focus Article
Asma ElAdel, Mourad Zaied, Chokri Ben Amar
Published Online: Mar 05 2018
DOI:10.1002/widm.1250

Abstract Full article on Wiley Online Library:   HTML | PDF
Automatic synthesis of fuzzy systems: An evolutionary overview with a genetic programming perspective

Overview
Adriano S. Koshiyama, Ricardo Tanscheit, Marley M. B. R. Vellasco
Published Online: Mar 05 2018
DOI:10.1002/widm.1251

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
Machine learning for bioinformatics and neuroimaging

Overview
Angela Serra, Paola Galdi, Roberto Tagliaferri
Published Online: Feb 22 2018
DOI:10.1002/widm.1248

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
A dynamic‐adversarial mining approach to the security of machine learning

Advanced Review
Tegjyot Singh Sethi, Mehmed Kantardzic, Lingyu Lyu, Jiashun Chen
Published Online: Feb 12 2018
DOI:10.1002/widm.1245

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
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
Multilabel feature selection: A comprehensive review and guiding experiments

Advanced Review
Shima Kashef, Hossein Nezamabadi‐pour, Bahareh Nikpour
Published Online: Jan 05 2018
DOI:10.1002/widm.1240

Abstract Full article on Wiley Online Library:   HTML | PDF
Evolutionary data mining and applications: A revision on the most cited papers from the last 10 years (2007–2017)

Advanced Review
Rafael Alcalá, María José Gacto, Jesús Alcalá‐Fdez
Published Online: Dec 20 2017
DOI:10.1002/widm.1239

Abstract Full article on Wiley Online Library:   HTML | PDF
Energy forecasting tools and services

Advanced Review
Jorge Á. González Ordiano, Simon Waczowicz, Veit Hagenmeyer, Ralf Mikut
Published Online: Dec 11 2017
DOI:10.1002/widm.1235

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
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