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WIREs Data Mining Knowl Discov
Impact Factor: 1.939

Machine Learning

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Machine learning from crowds: A systematic review of its applications

Overview
Enrique G. Rodrigo, Juan A. Aledo, José A. Gámez
Published Online: Oct 16 2018
DOI:10.1002/widm.1288

Abstract Full article on Wiley Online Library:   HTML | PDF
Survey of neural network‐based models for short‐term traffic state prediction

Overview
Loan N. N. Do, Neda Taherifar, Hai L. Vu
Published Online: Sep 19 2018
DOI:10.1002/widm.1285

Abstract Full article on Wiley Online Library:   HTML | PDF
Big data analytics: Machine learning and Bayesian learning perspectives—What is done? What is not?

Opinion
Shan Suthaharan
Published Online: Sep 12 2018
DOI:10.1002/widm.1283

Abstract Full article on Wiley Online Library:   HTML | PDF
There and back again: Outlier detection between statistical reasoning and data mining algorithms

Overview
Arthur Zimek, Peter Filzmoser
Published Online: Aug 20 2018
DOI:10.1002/widm.1280

Abstract Full article on Wiley Online Library:   HTML | PDF
Inference enterprise models: An approach to organizational performance improvement

Overview
Dennis M. Buede, Elise T. Axelrad, David P. Brown, Daniel W. Hudson, Kathryn B. Laskey, Paul J. Sticha, Jordan L. Thomas
Published Online: Jul 27 2018
DOI:10.1002/widm.1277

Abstract Full article on Wiley Online Library:   HTML | PDF
Knowledge discovery for enabling smart Internet of Things: A survey

Advanced Review
Sudip Misra, Anandarup Mukherjee, Arijit Roy
Published Online: Jul 26 2018
DOI:10.1002/widm.1276

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
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
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
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
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 on graphic processing unit computing for large‐scale data mining

Overview
Alberto Cano
Published Online: Nov 07 2017
DOI:10.1002/widm.1232

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
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
Randomness in neural networks: an overview

Overview
Simone Scardapane, Dianhui Wang
Published Online: Feb 09 2017
DOI:10.1002/widm.1200

Abstract Full article on Wiley Online Library:   HTML | PDF
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