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WIREs Data Mining Knowl Discov
Impact Factor: 2.541

Technologies

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

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

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
Subgroup identification for precision medicine: A comparative review of 13 methods

Advanced Review
Wei‐Yin Loh, Luxi Cao, Peigen Zhou
Published Online: Jun 09 2019
DOI:10.1002/widm.1326

Abstract Full article on Wiley Online Library:   HTML | PDF
A new anchor word selection method for the separable topic discovery

Focus Article
Kun He, Wu Wang, Xiaosen Wang, John E. Hopcroft
Published Online: May 13 2019
DOI:10.1002/widm.1313

Abstract Full article on Wiley Online Library:   HTML | PDF
Neuromorphic vision: From sensors to event‐based algorithms

Advanced Review
Annamalai Lakshmi, Anirban Chakraborty, Chetan S. Thakur
Published Online: Apr 12 2019
DOI:10.1002/widm.1310

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
Tunnel crack detection using coarse‐to‐fine region localization and edge detection

Focus Article
Ce Li, Pinjie Xu, Lijinliang Niu, Yuan Chen, Longshuai Sheng, Mingcun Liu
Published Online: Apr 03 2019
DOI:10.1002/widm.1308

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
Machine learning in cybersecurity: A review

Overview
Anand Handa, Ashu Sharma, Sandeep K. Shukla
Published Online: Feb 17 2019
DOI:10.1002/widm.1306

Abstract Full article on Wiley Online Library:   HTML | PDF
A comprehensive survey of error measures for evaluating binary decision making in data science

Overview
Matthias Dehmer, Salisou Moutari, Frank Emmert‐Streib
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
A data mining application in credit scoring processes of small and medium enterprises commercial corporate customers

Focus Article
Nihan Gulsoy, Sinem Kulluk
Published Online: Jan 25 2019
DOI:10.1002/widm.1299

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

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
Francisco Herrera, Salvador García, Julián Luengo, Jesús Maillo, Diego García‐Gil, Isaac Triguero
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
Machine learning from crowds: A systematic review of its applications

Overview
Enrique G. Rodrigo, Juan A. Aledo, José A. Gámez
Published Online: Oct 16 2018
DOI:10.1002/widm.1288

Abstract Full article on Wiley Online Library:   HTML | PDF
Survey of neural network‐based models for short‐term traffic state prediction

Overview
Loan N. N. Do, Neda Taherifar, Hai L. Vu
Published Online: Sep 19 2018
DOI:10.1002/widm.1285

Abstract Full article on Wiley Online Library:   HTML | PDF
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