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WIREs Data Mining Knowl Discov
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Computational Intelligence

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Benchmarking in classification and regression

Overview
Frank Hoffmann, Torsten Bertram, Ralf Mikut, Markus Reischl, Oliver Nelles
Published Online: Jun 18 2019
DOI:10.1002/widm.1318

Abstract Full article on Wiley Online Library:   HTML | PDF
Enabling smart environments through scalable policy reasoning and Internet of Things

Focus Article
Geeth Mel, Murat Şensoy, Emre Göynügür
Published Online: Dec 04 2018
DOI:10.1002/widm.1290

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

Abstract Full article on Wiley Online Library:   HTML | PDF
Machine learning for bioinformatics and neuroimaging

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

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

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
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
Fuzzy logic‐based linguistic summaries of time series: a powerful tool for discovering knowledge on time varying processes and systems under imprecision

Focus Article
Janusz Kacprzyk, Sławomir Zadrożny
Published Online: Dec 22 2015
DOI:10.1002/widm.1175

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
Swarm‐based metaheuristics in automatic programming: a survey

Overview
Sebastián Ventura, José R. Romero, Juan L. Olmo
Published Online: Oct 27 2014
DOI:10.1002/widm.1138

Abstract Full article on Wiley Online Library:   HTML | PDF
Support vector machines in engineering: an overview

Overview
S. Salcedo‐Sanz, J. L. Rojo‐Álvarez, M. Martínez‐Ramón, G. Camps‐Valls
Published Online: Apr 28 2014
DOI:10.1002/widm.1125

Abstract Full article on Wiley Online Library:   HTML | PDF
Clustering on heterogeneous networks

Overview
Yue Huang, Xuedong Gao
Published Online: Apr 28 2014
DOI:10.1002/widm.1126

Abstract Full article on Wiley Online Library:   HTML | PDF
Overview on evolutionary subgroup discovery: analysis of the suitability and potential of the search performed by evolutionary algorithms

Overview
Cristóbal J. Carmona, Pedro González, María José del Jesus, Francisco Herrera
Published Online: Feb 24 2014
DOI:10.1002/widm.1118

Abstract Full article on Wiley Online Library:   HTML | PDF
Fuzzy temporal association rules: combining temporal and quantitative data to increase rule expressiveness

Focus Article
Purificación Cariñena
Published Online: Dec 23 2013
DOI:10.1002/widm.1116

Abstract Full article on Wiley Online Library:   HTML | PDF
Evolutionary computation for feature selection in classification problems

Advanced Review
Beatriz de la Iglesia
Published Online: Oct 17 2013
DOI:10.1002/widm.1106

Abstract Full article on Wiley Online Library:   HTML | PDF
Knowledge representation and processing with formal concept analysis

Advanced Review
Jonas Poelmans, Sergei O. Kuznetsov
Published Online: Apr 18 2013
DOI:10.1002/widm.1088

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

Advanced Review
Chun‐Wei Lin, Tzung‐Pei Hong
Published Online: Apr 18 2013
DOI:10.1002/widm.1091

Abstract Full article on Wiley Online Library:   HTML | PDF
Revisiting evolutionary algorithms in feature selection and nonfuzzy/fuzzy rule based classification

Overview
Satchidananda Dehuri, Ashish Ghosh
Published Online: Feb 20 2013
DOI:10.1002/widm.1087

Abstract Full article on Wiley Online Library:   HTML | PDF
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