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WIREs Data Mining Knowl Discov
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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
On the accuracy of linear regression routines in some data mining packages

Focus Article
B. D. McCullough, Taha Mokfi, Mahsa Almaeenejad
Published Online: Aug 03 2018
DOI:10.1002/widm.1279

Abstract Full article on Wiley Online Library:   HTML | PDF
Facial feature discovery for ethnicity recognition

Focus Article
Cunrui Wang, Qingling Zhang, Wanquan Liu, Yu Liu, Lixin Miao
Published Online: Aug 02 2018
DOI:10.1002/widm.1278

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
Knowledge discovery and semantic learning in the framework of axiomatic fuzzy set theory

Advanced Review
Xiaodong Liu, Wenjuan Jia, Yuangang Wang, Hongyue Guo, Yan Ren, Zedong Li
Published Online: Jun 26 2018
DOI:10.1002/widm.1268

Abstract Full article on Wiley Online Library:   HTML | PDF
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
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