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WIREs Data Mining Knowl Discov
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Enhancing Iterative Dichotomiser 3 algorithm for classification decision tree

Focus Article
Ayman E. Khedr, Amira M. Idrees, Ahmed I. El Seddawy
Published Online: Feb 18 2016
DOI:10.1002/widm.1177

Abstract Full article on Wiley Online Library:   HTML | PDF
Data discretization: taxonomy and big data challenge

Advanced Review
Sergio Ramírez‐Gallego, Salvador García, Héctor Mouriño‐Talín, David Martínez‐Rego, Verónica Bolón‐Canedo, Amparo Alonso‐Betanzos, José Manuel Benítez, Francisco Herrera
Published Online: Nov 24 2015
DOI:10.1002/widm.1173

Abstract Full article on Wiley Online Library:   HTML | PDF
Deep learning for sentiment analysis: successful approaches and future challenges

Focus Article
Duyu Tang, Bing Qin, Ting Liu
Published Online: Oct 23 2015
DOI:10.1002/widm.1171

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A semantic‐based classification and regression tree approach for modelling complex spatial rules in motor vehicle crashes domain

Focus Article
Meysam Effati, Abolghasem Sadeghi‐Niaraki
Published Online: Jun 05 2015
DOI:10.1002/widm.1152

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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

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Generating ensembles of heterogeneous classifiers using Stacked Generalization

Advanced Review
M. Paz Sesmero, Agapito I. Ledezma, Araceli Sanchis
Published Online: Jan 28 2015
DOI:10.1002/widm.1143

Abstract Full article on Wiley Online Library:   HTML | PDF
Multi‐label learning: a review of the state of the art and ongoing research

Overview
Eva Gibaja, Sebastián Ventura
Published Online: Nov 22 2014
DOI:10.1002/widm.1139

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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

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Big Data with Cloud Computing: an insight on the computing environment, MapReduce, and programming frameworks

Overview
Alberto Fernández, Sara del Río, Victoria López, Abdullah Bawakid, María J. del Jesus, José M. Benítez, Francisco Herrera
Published Online: Sep 29 2014
DOI:10.1002/widm.1134

Abstract Full article on Wiley Online Library:   HTML | PDF
Mining data with random forests: current options for real‐world applications

Focus Article
Andreas Ziegler, Inke R. König
Published Online: Dec 23 2013
DOI:10.1002/widm.1114

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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
Topic modeling for expert finding using latent Dirichlet allocation

Focus Article
Saeedeh Momtazi, Felix Naumann
Published Online: Aug 20 2013
DOI:10.1002/widm.1102

Abstract Full article on Wiley Online Library:   HTML | PDF
Incremental association rule mining: a survey

Overview
A. Ghosh, D. K. Bhattacharyya, B. Nath
Published Online: Feb 25 2013
DOI:10.1002/widm.1086

Abstract Full article on Wiley Online Library:   HTML | PDF
Methods and techniques for discovering taxonomies of behavioral process models

Overview
Luigi Pontieri, Antonella Guzzo, Gianluigi Greco, Francesco Folino
Published Online: Feb 07 2013
DOI:10.1002/widm.1081

Abstract Full article on Wiley Online Library:   HTML | PDF
Large‐scale data mining using genetics‐based machine learning

Advanced Review
Jaume Bacardit, Xavier Llorà
Published Online: Jan 09 2013
DOI:10.1002/widm.1078

Abstract Full article on Wiley Online Library:   HTML | PDF
Evolutionary design of decision trees

Overview
Vili Podgorelec, Matej Šprogar, Sandi Pohorec
Published Online: Dec 17 2012
DOI:10.1002/widm.1079

Abstract Full article on Wiley Online Library:   HTML | PDF
Evolutionary design of decision trees for medical application

Advanced Review
Peter Kokol, Sandi Pohorec, Gregor Štiglic, Vili Podgorelec
Published Online: Apr 26 2012
DOI:10.1002/widm.1056

Abstract Full article on Wiley Online Library:   HTML | PDF
An overview of the use of neural networks for data mining tasks

Overview
Frederic Stahl, Ivan Jordanov
Published Online: Apr 18 2012
DOI:10.1002/widm.1052

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The use of decision trees for cost‐sensitive classification: an empirical study in software quality prediction

Focus Article
Taghi M. Khoshgoftaar, Naeem Seliya
Published Online: Jul 28 2011
DOI:10.1002/widm.38

Abstract Full article on Wiley Online Library:   HTML | PDF
Fuzzy association rule mining framework and its application to effective fuzzy associative classification

Advanced Review
Reda Alhajj, Jamal Jida, Abdallah M. ElSheikh, Mehmet Kaya, Keivan Kianmehr
Published Online: Jun 28 2011
DOI:10.1002/widm.40

Abstract Full article on Wiley Online Library:   HTML | PDF
Mining of protein contact maps for protein fold prediction

Focus Article
Durga Bhavani S, Suvarnavani K, Somdatta Sinha
Published Online: May 25 2011
DOI:10.1002/widm.35

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Gene expression modular analysis: an overview from the data mining perspective

Overview
Alberto Pascual‐Montano
Published Online: Apr 04 2011
DOI:10.1002/widm.29

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Applications of tensor (multiway array) factorizations and decompositions in data mining

Overview
Morten Mørup
Published Online: Jan 10 2011
DOI:10.1002/widm.1

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The use of classification trees for bioinformatics

Advanced Review
Heping Zhang, Minghui Wang, Xiang Chen
Published Online: Jan 06 2011
DOI:10.1002/widm.14

Abstract Full article on Wiley Online Library:   HTML | PDF
Classification and regression trees

Overview
Wei‐Yin Loh
Published Online: Jan 06 2011
DOI:10.1002/widm.8

Abstract Full article on Wiley Online Library:   HTML | PDF
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