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WIREs Data Mining Knowl Discov
Impact Factor: 4.476

Fundamental Concepts of Data and Knowledge

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Foundational ontologies, ontology‐driven conceptual modeling, and their multiple benefits to data mining

Opinion
Glenda Amaral, Fernanda Baião, Giancarlo Guizzardi
Published Online: Mar 24 2021
DOI:10.1002/widm.1408

Abstract Full article on Wiley Online Library:   HTML | PDF
Data stream analysis: Foundations, major tasks and tools

Overview
Maroua Bahri, Albert Bifet, João Gama, Heitor Murilo Gomes, Silviu Maniu
Published Online: Mar 02 2021
DOI:10.1002/widm.1405

Abstract Full article on Wiley Online Library:   HTML | PDF
Time series analysis via network science: Concepts and algorithms

Advanced Review
Vanessa Freitas Silva, Maria Eduarda Silva, Pedro Ribeiro, Fernando Silva
Published Online: Mar 01 2021
DOI:10.1002/widm.1404

Abstract Full article on Wiley Online Library:   HTML | PDF
Review on publicly available datasets for educational data mining

Overview
Marian Cristian Mihaescu, Paul Stefan Popescu
Published Online: Feb 19 2021
DOI:10.1002/widm.1403

Abstract Full article on Wiley Online Library:   HTML | PDF
A comprehensive review on updating concept lattices and its application in updating association rules

Advanced Review
Ebtesam Shemis, Ammar Mohammed
Published Online: Jan 05 2021
DOI:10.1002/widm.1401

Abstract Full article on Wiley Online Library:   HTML | PDF
Predicting the ratings of Amazon products using Big Data

Advanced Review
Jongwook Woo, Monika Mishra
Published Online: Dec 12 2020
DOI:10.1002/widm.1400

Abstract Full article on Wiley Online Library:   HTML | PDF
Dynamical algorithms for data mining and machine learning over dynamic graphs

Advanced Review
Mostafa Haghir Chehreghani
Published Online: Nov 03 2020
DOI:10.1002/widm.1393

Abstract Full article on Wiley Online Library:   HTML | PDF
A historical perspective of explainable Artificial Intelligence

Overview
Roberto Confalonieri, Ludovik Coba, Benedikt Wagner, Tarek R. Besold
Published Online: Oct 19 2020
DOI:10.1002/widm.1391

Abstract Full article on Wiley Online Library:   HTML | PDF
Privacy preserving big data analytics: A critical analysis of state‐of‐the‐art

Advanced Review
M. Ileas Pramanik, Raymond Y. K. Lau, Md Sakir Hossain, Md Mizanur Rahoman, Sumon Kumar Debnath, Md Golam Rashed, Md Zasim Uddin
Published Online: Oct 07 2020
DOI:10.1002/widm.1387

Abstract Full article on Wiley Online Library:   HTML | PDF
Explainable artificial intelligence and machine learning: A reality rooted perspective

Opinion
Frank Emmert‐Streib, Olli Yli‐Harja, Matthias Dehmer
Published Online: Jun 22 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
James Speers, Brendan Chapman, Giles Oatley
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
Christopher J. Fluke, Colin Jacobs
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
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