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WIREs Data Mining Knowl Discov
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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
A review of mammographic region of interest classification

Advanced Review
Zafer Aydin, Kasim Tasdemir, Sena B. Yengec Tasdemir
Published Online: Feb 18 2020
DOI:10.1002/widm.1357

Abstract Full article on Wiley Online Library:   HTML | PDF
O‐MedAL: Online active deep learning for medical image analysis

UPDATE
Asim Smailagic, Pedro Costa, Alex Gaudio, Kartik Khandelwal, Mostafa Mirshekari, Jonathon Fagert, Devesh Walawalkar, Susu Xu, Adrian Galdran, Pei Zhang, Aurélio Campilho, Hae Young Noh
Published Online: Jan 27 2020
DOI:10.1002/widm.1353

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
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
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
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
Machine learning in cybersecurity: A review

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

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

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
Facial feature discovery for ethnicity recognition

Focus Article
Lixin Miao, Yu Liu, Wanquan Liu, Qingling Zhang, Cunrui Wang
Published Online: Aug 02 2018
DOI:10.1002/widm.1278

Abstract Full article on Wiley Online Library:   HTML | PDF
Deep learning for remote sensing image classification: A survey

Advanced Review
Ying Li, Haokui Zhang, Xizhe Xue, Yenan Jiang, Qiang Shen
Published Online: May 17 2018
DOI:10.1002/widm.1264

Abstract Full article on Wiley Online Library:   HTML | PDF
From shallow feature learning to deep learning: Benefits from the width and depth of deep architectures

Advanced Review
Guoqiang Zhong, Xiao Ling, Li‐Na Wang
Published Online: Mar 28 2018
DOI:10.1002/widm.1255

Abstract Full article on Wiley Online Library:   HTML | PDF
Trained convolutional neural network based on selected beta filters for Arabic letter recognition

Focus Article
Asma ElAdel, Mourad Zaied, Chokri Ben Amar
Published Online: Mar 05 2018
DOI:10.1002/widm.1250

Abstract Full article on Wiley Online Library:   HTML | PDF
Ensemble learning: A survey

Advanced Review
Omer Sagi, Lior Rokach
Published Online: Feb 27 2018
DOI:10.1002/widm.1249

Abstract Full article on Wiley Online Library:   HTML | PDF
A dynamic‐adversarial mining approach to the security of machine learning

Advanced Review
Tegjyot Singh Sethi, Mehmed Kantardzic, Lingyu Lyu, Jiashun Chen
Published Online: Feb 12 2018
DOI:10.1002/widm.1245

Abstract Full article on Wiley Online Library:   HTML | PDF
Cloud‐based data streams optimization

Focus Article
Mohamed F. Tolba, Nagwa L. Badr, Rasha M. Ismail, Fatma M. Najib
Published Online: Feb 12 2018
DOI:10.1002/widm.1247

Abstract Full article on Wiley Online Library:   HTML | PDF
Evolutionary data mining and applications: A revision on the most cited papers from the last 10 years (2007–2017)

Advanced Review
Rafael Alcalá, María José Gacto, Jesús Alcalá‐Fdez
Published Online: Dec 20 2017
DOI:10.1002/widm.1239

Abstract Full article on Wiley Online Library:   HTML | PDF
Anomaly detection by robust statistics

Focus Article
Peter J. Rousseeuw, Mia Hubert
Published Online: Nov 23 2017
DOI:10.1002/widm.1236

Abstract Full article on Wiley Online Library:   HTML | PDF
Algorithms for hierarchical clustering: an overview, II

Overview
Fionn Murtagh, Pedro Contreras
Published Online: Sep 04 2017
DOI:10.1002/widm.1219

Abstract Full article on Wiley Online Library:   HTML | PDF
An overview of inference methods in probabilistic classifier chains for multilabel classification

Overview
Deiner Mena, Elena Montañés, José Ramón Quevedo, Juan José Coz
Published Online: Aug 03 2016
DOI:10.1002/widm.1185

Abstract Full article on Wiley Online Library:   HTML | PDF
Classification systems in dynamic environments: an overview

Overview
Felipe Azevedo Pinage, Eulanda Miranda dos Santos, João Manuel Portela da Gama
Published Online: Jul 15 2016
DOI:10.1002/widm.1184

Abstract Full article on Wiley Online Library:   HTML | PDF
Enhancing Iterative Dichotomiser 3 algorithm for classification decision tree

Focus Article
Ayman E. Khedr, Amira M. Idrees, Ahmed I. El Seddawy
Published Online: Feb 18 2016
DOI:10.1002/widm.1177

Abstract Full article on Wiley Online Library:   HTML | PDF
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