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WIREs Data Mining Knowl Discov
Impact Factor: 1.939

Algorithmic Development

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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
Maritime anomaly detection: A review

Advanced Review
Maria Riveiro, Giuliana Pallotta, Michele Vespe
Published Online: May 25 2018
DOI:10.1002/widm.1266

Abstract Full article on Wiley Online Library:   HTML | PDF
δ‐Open set clustering—A new topological clustering method

Focus Article
Shuliang Wang, Qi Li, Hanning Yuan, Deren Li, Jing Geng, Chuanfeng Zhao, Yimeng Lei, Chuanlu Liu, Chengfei Liu
Published Online: May 10 2018
DOI:10.1002/widm.1262

Abstract Full article on Wiley Online Library:   HTML | PDF
Toward efficient business behavior prediction using location‐based social networks

Focus Article
Ola A. Al Sonosy, Sherine Rady, Nagwa L. Badr, Mohammed Hashem
Published Online: May 07 2018
DOI:10.1002/widm.1263

Abstract Full article on Wiley Online Library:   HTML | PDF
Deep learning for sentiment analysis: A survey

Overview
Lei Zhang, Shuai Wang, Bing Liu
Published Online: Mar 30 2018
DOI:10.1002/widm.1253

Abstract Full article on Wiley Online Library:   HTML | PDF
Recent trends in machine learning for human activity recognition—A survey

Focus Article
Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy
Published Online: Mar 28 2018
DOI:10.1002/widm.1254

Abstract Full article on Wiley Online Library:   HTML | PDF
Model selection and error estimation without the agonizing pain

Advanced Review
Luca Oneto
Published Online: Mar 22 2018
DOI:10.1002/widm.1252

Abstract Full article on Wiley Online Library:   HTML | PDF
Mining association rules for admission control and service differentiation in e‐commerce applications

Advanced Review
James Xue, Stephen Jarvis
Published Online: Mar 05 2018
DOI:10.1002/widm.1241

Abstract Full article on Wiley Online Library:   HTML | PDF
Ensemble learning: A survey

Advanced Review
Omer Sagi, Lior Rokach
Published Online: Feb 27 2018
DOI:10.1002/widm.1249

Abstract Full article on Wiley Online Library:   HTML | PDF
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