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WIREs Data Mining Knowl Discov
Impact Factor: 2.541

Algorithmic Development

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Sentiment analysis for mining texts and social networks data: Methods and tools

Advanced Review
Chiara Zucco, Barbara Calabrese, Giuseppe Agapito, Pietro H. Guzzi, Mario Cannataro
Published Online: Aug 28 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
Wei‐Yin Loh, Luxi Cao, Peigen Zhou
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
Kun He, Wu Wang, Xiaosen Wang, John E. Hopcroft
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
Marwan Hassani, Sebastiaan J. Zelst, Wil M. P. Aalst
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
Roumen K. Kountchev, Barna L. Iantovics, Roumiana A. Kountcheva
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
Seyed Mohssen Ghafari, Christos Tjortjis
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
Faicel Chamroukhi, Hien D. Nguyen
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
Shannon versus semantic information processing in the brain

Advanced Review
Kaushik K. Majumdar
Published Online: Sep 12 2018
DOI:10.1002/widm.1284

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
Eyebrow semantic description via clustering based on Axiomatic Fuzzy Set

Focus Article
Danyang Li, Yan Ren, Tao Du, Wanquan Liu
Published Online: Jul 26 2018
DOI:10.1002/widm.1275

Abstract Full article on Wiley Online Library:   HTML | PDF
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