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WIREs Data Mining Knowl Discov
Impact Factor: 2.541

Fundamental Concepts of Data and Knowledge

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Blockchain for explainable and trustworthy artificial intelligence

Focus Article
Mohamed Nassar, Khaled Salah, Muhammad Habib ur Rehman, Davor Svetinovic
Published Online: Oct 17 2019
DOI:10.1002/widm.1340

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

Advanced Review
Dan Feldman
Published Online: Oct 01 2019
DOI:10.1002/widm.1335

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 28 2019
DOI:10.1002/widm.1333

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
No Free Lunch Theorem for concept drift detection in streaming data classification: A review

Overview
Hanqing Hu, Mehmed Kantardzic, Tegjyot S. Sethi
Published Online: Jul 02 2019
DOI:10.1002/widm.1327

Abstract Full article on Wiley Online Library:   HTML | PDF
Smart city big data analytics: An advanced review

Advanced Review
Kamran Soomro, Muhammad Nasir Mumtaz Bhutta, Zaheer Khan, Muhammad A. Tahir
Published Online: Jun 19 2019
DOI:10.1002/widm.1319

Abstract Full article on Wiley Online Library:   HTML | PDF
Benchmarking in classification and regression

Overview
Frank Hoffmann, Torsten Bertram, Ralf Mikut, Markus Reischl, Oliver Nelles
Published Online: Jun 18 2019
DOI:10.1002/widm.1318

Abstract Full article on Wiley Online Library:   HTML | PDF
Fuzzy trees and forests—Review

Advanced Review
Łukasz Gadomer, Zenon A. Sosnowski
Published Online: Jun 17 2019
DOI:10.1002/widm.1316

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
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
An overview on consensus‐based approaches to processing collective inconsistency and knowledge integration

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

Abstract Full article on Wiley Online Library:   HTML | PDF
Causability and explainability of artificial intelligence in medicine

Advanced Review
Andreas Holzinger, Georg Langs, Helmut Denk, Kurt Zatloukal, Heimo Müller
Published Online: Apr 02 2019
DOI:10.1002/widm.1312

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 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
Computational communication research

Overview
Sorin A. Matei, Kerk F. Kee
Published Online: Feb 06 2019
DOI:10.1002/widm.1304

Abstract Full article on Wiley Online Library:   HTML | PDF
Clustering approaches for high‐dimensional databases: A review

Advanced Review
Mamta Mittal, Lalit M. Goyal, Duraisamy Jude Hemanth, Jasleen K. Sethi
Published Online: Jan 23 2019
DOI:10.1002/widm.1300

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
Big data processing tools: An experimental performance evaluation

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

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
Enabling smart environments through scalable policy reasoning and Internet of Things

Focus Article
Geeth Mel, Murat Şensoy, Emre Göynügür
Published Online: Dec 04 2018
DOI:10.1002/widm.1290

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
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
A survey on online kernel selection for online kernel learning

Focus Article
Xiao Zhang, Yun Liao, Shizhong Liao
Published Online: Nov 28 2018
DOI:10.1002/widm.1295

Abstract Full article on Wiley Online Library:   HTML | PDF
Internet of Things and data mining: From applications to techniques and systems

Advanced Review
Mohamed Medhat Gaber, Adel Aneiba, Shadi Basurra, Oliver Batty, Ahmed M. Elmisery, Yevgeniya Kovalchuk, Muhammad Habib Ur Rehman
Published Online: Nov 09 2018
DOI:10.1002/widm.1292

Abstract Full article on Wiley Online Library:   HTML | PDF
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