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WIREs Data Mining Knowl Discov
Impact Factor: 4.476

Fundamental Concepts of Data and Knowledge

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Explainable artificial intelligence and machine learning: A reality rooted perspective

Opinion
Frank Emmert‐Streib, Olli Yli‐Harja, Matthias Dehmer
Published Online: Jun 23 2020
DOI:10.1002/widm.1368

Abstract Full article on Wiley Online Library:   HTML | PDF
Knowledge discovery from remote sensing images: A review

Advanced Review
Lizhe Wang, Jining Yan, Lin Mu, Liang Huang
Published Online: May 22 2020
DOI:10.1002/widm.1371

Abstract Full article on Wiley Online Library:   HTML | PDF
Learning decision trees through Monte Carlo tree search: An empirical evaluation

Focus Article
Cecília Nunes, Mathieu De Craene, Hélène Langet, Oscar Camara, Anders Jonsson
Published Online: Feb 24 2020
DOI:10.1002/widm.1348

Abstract Full article on Wiley Online Library:   HTML | PDF
Design and analysis of computer experiments with quantitative and qualitative inputs: A selective review

Advanced Review
Xiaoning Kang, Xinwei Deng
Published Online: Feb 05 2020
DOI:10.1002/widm.1358

Abstract Full article on Wiley Online Library:   HTML | PDF
Forensic intelligence and the analytical process

Advanced Review
Giles Oatley, Brendan Chapman, James Speers
Published Online: Jan 27 2020
DOI:10.1002/widm.1354

Abstract Full article on Wiley Online Library:   HTML | PDF
Healthcare 4.0: A review of frontiers in digital health

Overview
Prem Prakash Jayaraman, Abdur Rahim Mohammad Forkan, Ahsan Morshed, Pari Delir Haghighi, Yong‐Bin Kang
Published Online: Dec 25 2019
DOI:10.1002/widm.1350

Abstract Full article on Wiley Online Library:   HTML | PDF
Extraction, correlation, and abstraction of event data for process mining

Advanced Review
Kiarash Diba, Kimon Batoulis, Matthias Weidlich, Mathias Weske
Published Online: Dec 20 2019
DOI:10.1002/widm.1346

Abstract Full article on Wiley Online Library:   HTML | PDF
Surveying the reach and maturity of machine learning and artificial intelligence in astronomy

Advanced Review
Colin Jacobs, Christopher J. Fluke
Published Online: Dec 19 2019
DOI:10.1002/widm.1349

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

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

Abstract Full article on Wiley Online Library:   HTML | PDF
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
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
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
Zenon A. Sosnowski, Łukasz Gadomer
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
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