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WIREs Data Mining Knowl Discov
Impact Factor: 2.541

Algorithmic Development

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Internet of Things and data analytics: A current review

Advanced Review
Gaurav Mohindru, Koushik Mondal, Haider Banka
Published Online: Nov 06 2019
DOI:10.1002/widm.1341

Abstract Full article on Wiley Online Library:   HTML | PDF
On the dynamics of user engagement in news comment media

Focus Article
Eduard Dragut, Zoran Obradovic, Arjun Mukherjee, Chao Han, Lihong He
Published Online: Nov 03 2019
DOI:10.1002/widm.1342

Abstract Full article on Wiley Online Library:   HTML | PDF
Density‐based clustering

Update
Arthur Zimek, Jörg Sander, Peer Kröger, Ricardo J. G. B. Campello
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
M. Duran Toksarı, Yılmaz Delice, Emel K. Aydoğan, Mihrimah Özmen
Published Online: Oct 16 2019
DOI:10.1002/widm.1338

Abstract Full article on Wiley Online Library:   HTML | PDF
Core‐sets: An updated survey

Advanced Review
Dan Feldman
Published Online: Oct 02 2019
DOI:10.1002/widm.1335

Abstract Full article on Wiley Online Library:   HTML | PDF
A review of keyphrase extraction

Advanced Review
Eirini Papagiannopoulou, Grigorios Tsoumakas
Published Online: Sep 18 2019
DOI:10.1002/widm.1339

Abstract Full article on Wiley Online Library:   HTML | PDF
Sentiment analysis for mining texts and social networks data: Methods and tools

Advanced Review
Mario Cannataro, Pietro H. Guzzi, Giuseppe Agapito, Barbara Calabrese, Chiara Zucco
Published Online: Aug 29 2019
DOI:10.1002/widm.1333

Abstract Full article on Wiley Online Library:   HTML | PDF
Text mining in education

Advanced Review
Rafael Ferreira‐Mello, Máverick André, Anderson Pinheiro, Evandro Costa, Cristobal Romero
Published Online: Aug 04 2019
DOI:10.1002/widm.1332

Abstract Full article on Wiley Online Library:   HTML | PDF
Method evaluation, parameterization, and result validation in unsupervised data mining: A critical survey

Advanced Review
Albrecht Zimmermann
Published Online: Jul 29 2019
DOI:10.1002/widm.1330

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
Frequent itemset mining: A 25 years review

Advanced Review
José María Luna, Philippe Fournier‐Viger, Sebastián Ventura
Published Online: Jul 16 2019
DOI:10.1002/widm.1329

Abstract Full article on Wiley Online Library:   HTML | PDF
Subgroup identification for precision medicine: A comparative review of 13 methods

Advanced Review
Peigen Zhou, Luxi Cao, Wei‐Yin Loh
Published Online: Jun 09 2019
DOI:10.1002/widm.1326

Abstract Full article on Wiley Online Library:   HTML | PDF
A new anchor word selection method for the separable topic discovery

Focus Article
John E. Hopcroft, Xiaosen Wang, Wu Wang, Kun He
Published Online: May 13 2019
DOI:10.1002/widm.1313

Abstract Full article on Wiley Online Library:   HTML | PDF
On the application of sequential pattern mining primitives to process discovery: Overview, outlook and opportunity identification

Focus Article
Wil M. P. Aalst, Sebastiaan J. Zelst, Marwan Hassani
Published Online: May 10 2019
DOI:10.1002/widm.1315

Abstract Full article on Wiley Online Library:   HTML | PDF
Hierarchical third‐order tensor decomposition through inverse difference pyramid based on the three‐dimensional Walsh–Hadamard transform with applications in data mining

Focus Article
Roumiana A. Kountcheva, Barna L. Iantovics, Roumen K. Kountchev
Published Online: Apr 10 2019
DOI:10.1002/widm.1314

Abstract Full article on Wiley Online Library:   HTML | PDF
A survey on association rules mining using heuristics

Advanced Review
Christos Tjortjis, Seyed Mohssen Ghafari
Published Online: Apr 01 2019
DOI:10.1002/widm.1307

Abstract Full article on Wiley Online Library:   HTML | PDF
A review of automatic differentiation and its efficient implementation

Overview
Charles C. Margossian
Published Online: Mar 20 2019
DOI:10.1002/widm.1305

Abstract Full article on Wiley Online Library:   HTML | PDF
A comprehensive survey of error measures for evaluating binary decision making in data science

Overview
Frank Emmert‐Streib, Salisou Moutari, Matthias Dehmer
Published Online: Feb 08 2019
DOI:10.1002/widm.1303

Abstract Full article on Wiley Online Library:   HTML | PDF
Hyperparameters and tuning strategies for random forest

Advanced Review
Philipp Probst, Marvin N. Wright, Anne‐Laure Boulesteix
Published Online: Jan 28 2019
DOI:10.1002/widm.1301

Abstract Full article on Wiley Online Library:   HTML | PDF
An advanced review on text mining in medicine

Advanced Review
Carmen Luque, José M. Luna, Maria Luque, Sebastian Ventura
Published Online: Jan 28 2019
DOI:10.1002/widm.1302

Abstract Full article on Wiley Online Library:   HTML | PDF
Model‐based clustering and classification of functional data

Advanced Review
Hien D. Nguyen, Faicel Chamroukhi
Published Online: Jan 18 2019
DOI:10.1002/widm.1298

Abstract Full article on Wiley Online Library:   HTML | PDF
Using Semantic Web technologies in the development of data warehouses: A systematic mapping

Overview
Ricardo Gacitua, Jose N. Mazon, Ania Cravero
Published Online: Dec 07 2018
DOI:10.1002/widm.1293

Abstract Full article on Wiley Online Library:   HTML | PDF
Survey on establishing the optimal number of factors in exploratory factor analysis applied to data mining

Advanced Review
Laszlo Barna Iantovics, Corina Rotar, Florica Morar
Published Online: Dec 04 2018
DOI:10.1002/widm.1294

Abstract Full article on Wiley Online Library:   HTML | PDF
Change detection in dynamic attributed networks

Overview
Isuru U. Hewapathirana
Published Online: Dec 04 2018
DOI:10.1002/widm.1286

Abstract Full article on Wiley Online Library:   HTML | PDF
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