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WIREs Data Mining Knowl Discov
Impact Factor: 4.476

Algorithmic Development

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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
A survey of pattern mining in dynamic graphs

Advanced Review
Philippe Fournier‐Viger, Ganghuan He, Chao Cheng, Jiaxuan Li, Min Zhou, Jerry Chun‐Wei Lin, Unil Yun
Published Online: May 21 2020
DOI:10.1002/widm.1372

Abstract Full article on Wiley Online Library:   HTML | PDF
Designing and deploying insurance recommender systems using machine learning

Focus Article
Maleeha Qazi, Kaya Tollas, Teja Kanchinadam, Joseph Bockhorst, Glenn Fung
Published Online: May 02 2020
DOI:10.1002/widm.1363

Abstract Full article on Wiley Online Library:   HTML | PDF
Temporal association rule mining: An overview considering the time variable as an integral or implied component

Overview
Alberto Segura‐Delgado, María José Gacto, Rafael Alcalá, Jesús Alcalá‐Fdez
Published Online: Apr 27 2020
DOI:10.1002/widm.1367

Abstract Full article on Wiley Online Library:   HTML | PDF
A survey of digital circuit testing in the light of machine learning

Advanced Review
Bhargab B. Bhattacharya, Manjari Pradhan
Published Online: Mar 30 2020
DOI:10.1002/widm.1360

Abstract Full article on Wiley Online Library:   HTML | PDF
Online streaming feature selection with incremental feature grouping

Focus Article
Noura Al Nuaimi, Mohammad M. Masud
Published Online: Mar 17 2020
DOI:10.1002/widm.1364

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
A survey and taxonomy of adversarial neural networks for text‐to‐image synthesis

Advanced Review
Jorge Agnese, Jonathan Herrera, Haicheng Tao, Xingquan Zhu
Published Online: Feb 19 2020
DOI:10.1002/widm.1345

Abstract Full article on Wiley Online Library:   HTML | PDF
Data mining powered by the gene ontology

Focus Article
Prashanti Manda
Published Online: Feb 12 2020
DOI:10.1002/widm.1359

Abstract Full article on Wiley Online Library:   HTML | PDF
On the determinants of Uber accessibility and its spatial distribution: Evidence from Uber in Philadelphia

Advanced Review
Sina Shokoohyar, Anae Sobhani, Saeed R. Ramezanpour Nargesi
Published Online: Feb 11 2020
DOI:10.1002/widm.1362

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
An enhanced feature‐based sentiment analysis approach

Focus Article
Nagwa M. K. Saeed, Nivin A. Helal, Nagwa L. Badr, Tarek F. Gharib
Published Online: Dec 20 2019
DOI:10.1002/widm.1347

Abstract Full article on Wiley Online Library:   HTML | PDF
Internet of Things and data analytics: A current review

Advanced Review
Gaurav Mohindru, Koushik Mondal, Haider Banka
Published Online: Nov 06 2019
DOI:10.1002/widm.1341

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
Density‐based clustering

UPDATE
Ricardo J. G. B. Campello, Peer Kröger, Jörg Sander, Arthur Zimek
Published Online: Oct 29 2019
DOI:10.1002/widm.1343

Abstract Full article on Wiley Online Library:   HTML | PDF
An introduction to algorithmic differentiation

Overview
Andrea Walther, Assefaw H. Gebremedhin
Published Online: Oct 24 2019
DOI:10.1002/widm.1334

Abstract Full article on Wiley Online Library:   HTML | PDF
Churn prediction in Turkey's telecommunications sector: A proposed multiobjective–cost‐sensitive ant colony optimization

Advanced Review
Mihrimah Özmen, Emel K. Aydoğan, Yılmaz Delice, M. Duran Toksarı
Published Online: Oct 15 2019
DOI:10.1002/widm.1338

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
A review of keyphrase extraction

Advanced Review
Eirini Papagiannopoulou, Grigorios Tsoumakas
Published Online: Sep 18 2019
DOI:10.1002/widm.1339

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
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
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