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WIREs Data Mining Knowl Discov
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Data Preprocessing

Density‐based clustering

Update
Ricardo J. G. B. Campello, Peer Kröger, Jörg Sander, Arthur Zimek
Published Online: Oct 30 2019
DOI:10.1002/widm.1343

Abstract Full article on Wiley Online Library:   HTML | PDF
An introduction to algorithmic differentiation

Overview
Andrea Walther, Assefaw H. Gebremedhin
Published Online: Oct 24 2019
DOI:10.1002/widm.1334

Abstract Full article on Wiley Online Library:   HTML | PDF
Churn prediction in Turkey's telecommunications sector: A proposed multiobjective–cost‐sensitive ant colony optimization

Advanced Review
Mihrimah Özmen, Emel K. Aydoğan, Yılmaz Delice, M. Duran Toksarı
Published Online: Oct 16 2019
DOI:10.1002/widm.1338

Abstract Full article on Wiley Online Library:   HTML | PDF
Discovering the influence of sarcasm in social media responses

Opinion
Wei Peng, Achini Adikari, Damminda Alahakoon, John Gero
Published Online: Jul 29 2019
DOI:10.1002/widm.1331

Abstract Full article on Wiley Online Library:   HTML | PDF
An overview on consensus‐based approaches to processing collective inconsistency and knowledge integration

Overview
Ngoc Thanh Nguyen, Mercedes G. Merayo, Hai Bang Truong, Van Du Nguyen
Published Online: Apr 04 2019
DOI:10.1002/widm.1311

Abstract Full article on Wiley Online Library:   HTML | PDF
Big data processing tools: An experimental performance evaluation

Advanced Review
Mário Rodrigues, Maribel Yasmina Santos, Jorge Bernardino
Published Online: Dec 25 2018
DOI:10.1002/widm.1297

Abstract Full article on Wiley Online Library:   HTML | PDF
Transforming big data into smart data: An insight on the use of the k‐nearest neighbors algorithm to obtain quality data

Advanced Review
Isaac Triguero, Diego García‐Gil, Jesús Maillo, Julián Luengo, Salvador García, Francisco Herrera
Published Online: Nov 28 2018
DOI:10.1002/widm.1289

Abstract Full article on Wiley Online Library:   HTML | PDF
Cloud‐based data streams optimization

Focus Article
Mohamed F. Tolba, Nagwa L. Badr, Rasha M. Ismail, Fatma M. Najib
Published Online: Feb 12 2018
DOI:10.1002/widm.1247

Abstract Full article on Wiley Online Library:   HTML | PDF
Multilabel feature selection: A comprehensive review and guiding experiments

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

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
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
Privacy‐preserving record linkage

Advanced Review
Vassilios S. Verykios, Peter Christen
Published Online: Aug 20 2013
DOI:10.1002/widm.1101

Abstract Full article on Wiley Online Library:   HTML | PDF
Evolutionary computation for training set selection

Advanced Review
Nicolás García‐Pedrajas
Published Online: Aug 19 2011
DOI:10.1002/widm.44

Abstract Full article on Wiley Online Library:   HTML | PDF
Mining flexible‐receptor molecular docking data

Focus Article
Karina S. Machado, Ana T. Winck, Duncan D. Ruiz, Osmar Norberto de Souza
Published Online: Aug 19 2011
DOI:10.1002/widm.46

Abstract Full article on Wiley Online Library:   HTML | PDF
Distance‐preserving dimensionality reduction

Overview
Li Yang
Published Online: Jun 14 2011
DOI:10.1002/widm.39

Abstract Full article on Wiley Online Library:   HTML | PDF

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