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Predicting disease‐associated genes: Computational methods, databases, and evaluations

Advanced Review
Ping Luo, Bolin Chen, Bo Liao, Fang‐Xiang Wu
Published Online: Jul 29 2020
DOI:10.1002/widm.1383

Abstract Full article on Wiley Online Library:   HTML | PDF
An overview of unsupervised drift detection methods

Advanced Review
Rosana Noronha Gemaque, Albert França Josuá Costa, Rafael Giusti, Eulanda Miranda Santos
Published Online: Jul 21 2020
DOI:10.1002/widm.1381

Abstract Full article on Wiley Online Library:   HTML | PDF
The use of machine learning in sport outcome prediction: A review

Advanced Review
Tomislav Horvat, Josip Job
Published Online: Jun 30 2020
DOI:10.1002/widm.1380

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
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
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

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Role of sentiment analysis in social media security and analytics

Advanced Review
Sanur Sharma, Anurag Jain
Published Online: Mar 29 2020
DOI:10.1002/widm.1366

Abstract Full article on Wiley Online Library:   HTML | PDF
Continuous authentication using biometrics: An advanced review

Advanced Review
Gabriel Dahia, Leone Jesus, Maurício Pamplona Segundo
Published Online: Mar 24 2020
DOI:10.1002/widm.1365

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

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A review of mammographic region of interest classification

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

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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
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
Blockchain for explainable and trustworthy artificial intelligence

Focus Article
Davor Svetinovic, Muhammad Habib ur Rehman, Khaled Salah, Mohamed Nassar
Published Online: Oct 17 2019
DOI:10.1002/widm.1340

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Cable joint fault detection for the ring main unit based on an adaptive TNPE algorithm

Focus Article
Lei Tan, Peng Li, Fei Tao, Aimin Miao, Min Cao
Published Online: Oct 15 2019
DOI:10.1002/widm.1336

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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
Behavioral fingerprinting of Internet‐of‐Things devices

Overview
Indrajit Ray, Indrakshi Ray, Bruhadeshwar Bezawada
Published Online: Sep 30 2019
DOI:10.1002/widm.1337

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

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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

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A new anchor word selection method for the separable topic discovery

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

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

Focus Article
Mingcun Liu, Longshuai Sheng, Yuan Chen, Lijinliang Niu, Pinjie Xu, Ce Li
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
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
Hyperparameters and tuning strategies for random forest

Advanced Review
Anne‐Laure Boulesteix, Marvin N. Wright, Philipp Probst
Published Online: Jan 28 2019
DOI:10.1002/widm.1301

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

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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
Big data analytics: Machine learning and Bayesian learning perspectives—What is done? What is not?

Opinion
Shan Suthaharan
Published Online: Sep 12 2018
DOI:10.1002/widm.1283

Abstract Full article on Wiley Online Library:   HTML | PDF
There and back again: Outlier detection between statistical reasoning and data mining algorithms

Overview
Arthur Zimek, Peter Filzmoser
Published Online: Aug 20 2018
DOI:10.1002/widm.1280

Abstract Full article on Wiley Online Library:   HTML | PDF
Inference enterprise models: An approach to organizational performance improvement

Overview
Dennis M. Buede, Elise T. Axelrad, David P. Brown, Daniel W. Hudson, Kathryn B. Laskey, Paul J. Sticha, Jordan L. Thomas
Published Online: Jul 27 2018
DOI:10.1002/widm.1277

Abstract Full article on Wiley Online Library:   HTML | PDF
Knowledge discovery for enabling smart Internet of Things: A survey

Advanced Review
Sudip Misra, Anandarup Mukherjee, Arijit Roy
Published Online: Jul 26 2018
DOI:10.1002/widm.1276

Abstract Full article on Wiley Online Library:   HTML | PDF
Performance evaluation in non‐intrusive load monitoring: Datasets, metrics, and tools—A review

Focus Article
Lucas Pereira, Nuno Nunes
Published Online: May 22 2018
DOI:10.1002/widm.1265

Abstract Full article on Wiley Online Library:   HTML | PDF
Data analytics for internet of things: A review

Advanced Review
Chu‐Sing Yang, Ming‐Chao Chiang, Pang‐Wei Tsai, Chun‐Wei Tsai
Published Online: May 04 2018
DOI:10.1002/widm.1261

Abstract Full article on Wiley Online Library:   HTML | PDF
A survey of game theoretic approach for adversarial machine learning

Advanced Review
Yan Zhou, Murat Kantarcioglu, Bowei Xi
Published Online: Apr 30 2018
DOI:10.1002/widm.1259

Abstract Full article on Wiley Online Library:   HTML | PDF
Clustering of nonstationary data streams: A survey of fuzzy partitional methods

Advanced Review
Amr Abdullatif, Francesco Masulli, Stefano Rovetta
Published Online: Apr 17 2018
DOI:10.1002/widm.1258

Abstract Full article on Wiley Online Library:   HTML | PDF
Social network analysis: An overview

Overview
Shazia Tabassum, Fabiola S. F. Pereira, Sofia Fernandes, João Gama
Published Online: Apr 17 2018
DOI:10.1002/widm.1256

Abstract Full article on Wiley Online Library:   HTML | PDF
An overview on the evolution and adoption of deep learning applications used in the industry

Overview
Sourav Dutta
Published Online: Apr 17 2018
DOI:10.1002/widm.1257

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

Abstract Full article on Wiley Online Library:   HTML | PDF
Recent trends in machine learning for human activity recognition—A survey

Focus Article
Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy
Published Online: Mar 28 2018
DOI:10.1002/widm.1254

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
Automatic synthesis of fuzzy systems: An evolutionary overview with a genetic programming perspective

Overview
Marley M. B. R. Vellasco, Ricardo Tanscheit, Adriano S. Koshiyama
Published Online: Mar 05 2018
DOI:10.1002/widm.1251

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

Advanced Review
Lior Rokach, Omer Sagi
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
Process discovery from event data: Relating models and logs through abstractions

Overview
Wil M.P. van der Aalst
Published Online: Feb 05 2018
DOI:10.1002/widm.1244

Abstract Full article on Wiley Online Library:   HTML | PDF
A survey on graphic processing unit computing for large‐scale data mining

Overview
Alberto Cano
Published Online: Nov 07 2017
DOI:10.1002/widm.1232

Abstract Full article on Wiley Online Library:   HTML | PDF
Stacked denoising autoencoders for sentiment analysis: a review

Focus Article
Hesam Sagha, Nicholas Cummins, Björn Schuller
Published Online: Jun 09 2017
DOI:10.1002/widm.1212

Abstract Full article on Wiley Online Library:   HTML | PDF
Credibility in social media: opinions, news, and health information—a survey

Advanced Review
Gabriella Pasi, Marco Viviani
Published Online: Jun 04 2017
DOI:10.1002/widm.1209

Abstract Full article on Wiley Online Library:   HTML | PDF
An introduction to Majorization‐Minimization algorithms for machine learning and statistical estimation

Advanced Review
Hien D. Nguyen
Published Online: Feb 09 2017
DOI:10.1002/widm.1198

Abstract Full article on Wiley Online Library:   HTML | PDF
Survey on time series motif discovery

Focus Article
Sahar Torkamani, Volker Lohweg
Published Online: Feb 09 2017
DOI:10.1002/widm.1199

Abstract Full article on Wiley Online Library:   HTML | PDF
Randomness in neural networks: an overview

Overview
Dianhui Wang, Simone Scardapane
Published Online: Feb 09 2017
DOI:10.1002/widm.1200

Abstract Full article on Wiley Online Library:   HTML | PDF
Identifying community structure in a multi‐relational network employing non‐negative tensor factorization and GA k‐means clustering

Focus Article
Ankita Verma, Kamal K. Bharadwaj
Published Online: Oct 06 2016
DOI:10.1002/widm.1196

Abstract Full article on Wiley Online Library:   HTML | PDF
Scalable machine‐learning algorithms for big data analytics: a comprehensive review

Overview
Preeti Gupta, Arun Sharma, Rajni Jindal
Published Online: Sep 15 2016
DOI:10.1002/widm.1194

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
Fuzzy logic‐based linguistic summaries of time series: a powerful tool for discovering knowledge on time varying processes and systems under imprecision

Focus Article
Janusz Kacprzyk, Sławomir Zadrożny
Published Online: Dec 22 2015
DOI:10.1002/widm.1175

Abstract Full article on Wiley Online Library:   HTML | PDF
Deep learning for sentiment analysis: successful approaches and future challenges

Focus Article
Duyu Tang, Bing Qin, Ting Liu
Published Online: Oct 23 2015
DOI:10.1002/widm.1171

Abstract Full article on Wiley Online Library:   HTML | PDF
Sentiment–topic modeling in text mining

Focus Article
Chenghua Lin, Ebuka Ibeke, Adam Wyner, Frank Guerin
Published Online: Aug 14 2015
DOI:10.1002/widm.1161

Abstract Full article on Wiley Online Library:   HTML | PDF
A survey on multi‐output regression

Overview
Hanen Borchani, Gherardo Varando, Concha Bielza, Pedro Larrañaga
Published Online: Jul 15 2015
DOI:10.1002/widm.1157

Abstract Full article on Wiley Online Library:   HTML | PDF
A semantic‐based classification and regression tree approach for modelling complex spatial rules in motor vehicle crashes domain

Focus Article
Meysam Effati, Abolghasem Sadeghi‐Niaraki
Published Online: Jun 05 2015
DOI:10.1002/widm.1152

Abstract Full article on Wiley Online Library:   HTML | PDF
Predicting the dynamics of social circles in ego networks using pattern analysis and GA K‐means clustering

Advanced Review
Vinti Agarwal, K. K. Bharadwaj
Published Online: Apr 09 2015
DOI:10.1002/widm.1150

Abstract Full article on Wiley Online Library:   HTML | PDF
Data visualization by nonlinear dimensionality reduction

Overview
Andrej Gisbrecht, Barbara Hammer
Published Online: Feb 23 2015
DOI:10.1002/widm.1147

Abstract Full article on Wiley Online Library:   HTML | PDF
Multi‐label learning: a review of the state of the art and ongoing research

Overview
Eva Gibaja, Sebastián Ventura
Published Online: Nov 22 2014
DOI:10.1002/widm.1139

Abstract Full article on Wiley Online Library:   HTML | PDF
On the number of components in a Gaussian mixture model

Overview
Geoffrey J. McLachlan, Suren Rathnayake
Published Online: Sep 20 2014
DOI:10.1002/widm.1135

Abstract Full article on Wiley Online Library:   HTML | PDF
Active learning with support vector machines

Advanced Review
Jan Kremer, Kim Steenstrup Pedersen, Christian Igel
Published Online: Aug 24 2014
DOI:10.1002/widm.1132

Abstract Full article on Wiley Online Library:   HTML | PDF
Support vector machines in engineering: an overview

Overview
S. Salcedo‐Sanz, J. L. Rojo‐Álvarez, M. Martínez‐Ramón, G. Camps‐Valls
Published Online: Apr 28 2014
DOI:10.1002/widm.1125

Abstract Full article on Wiley Online Library:   HTML | PDF
Multilinear and nonlinear generalizations of partial least squares: an overview of recent advances

Overview
Qibin Zhao, Liqing Zhang, Andrzej Cichocki
Published Online: Feb 24 2014
DOI:10.1002/widm.1120

Abstract Full article on Wiley Online Library:   HTML | PDF
Mining data with random forests: current options for real‐world applications

Focus Article
Andreas Ziegler, Inke R. König
Published Online: Dec 23 2013
DOI:10.1002/widm.1114

Abstract Full article on Wiley Online Library:   HTML | PDF
Distributed clustering of ubiquitous data streams

Focus Article
Pedro Pereira Rodrigues, João Gama
Published Online: Nov 19 2013
DOI:10.1002/widm.1109

Abstract Full article on Wiley Online Library:   HTML | PDF
Topic modeling for expert finding using latent Dirichlet allocation

Focus Article
Saeedeh Momtazi, Felix Naumann
Published Online: Aug 20 2013
DOI:10.1002/widm.1102

Abstract Full article on Wiley Online Library:   HTML | PDF
Evolutionary design of decision trees

Overview
Vili Podgorelec, Matej Šprogar, Sandi Pohorec
Published Online: Dec 17 2012
DOI:10.1002/widm.1079

Abstract Full article on Wiley Online Library:   HTML | PDF
Mining from protein–protein interactions

Advanced Review
Hiroshi Mamitsuka
Published Online: Aug 08 2012
DOI:10.1002/widm.1065

Abstract Full article on Wiley Online Library:   HTML | PDF
Objective function‐based clustering

Advanced Review
Lawrence O. Hall
Published Online: Jun 22 2012
DOI:10.1002/widm.1059

Abstract Full article on Wiley Online Library:   HTML | PDF
Knowledge discovery for scheduling in computational grids

Overview
Alexander Fölling, Joachim Lepping
Published Online: Jun 22 2012
DOI:10.1002/widm.1060

Abstract Full article on Wiley Online Library:   HTML | PDF
Machine learning methods for predicting tumor response in lung cancer

Focus Article
Issam El Naqa
Published Online: Jan 30 2012
DOI:10.1002/widm.1047

Abstract Full article on Wiley Online Library:   HTML | PDF
Computational tools for protein–DNA interactions

Advanced Review
Christopher Kauffman, George Karypis
Published Online: Nov 02 2011
DOI:10.1002/widm.48

Abstract Full article on Wiley Online Library:   HTML | PDF
Knowledge discovery in data streams with regression tree methods

Advanced Review
Dima Alberg, Mark Last, Abraham Kandel
Published Online: Oct 31 2011
DOI:10.1002/widm.51

Abstract Full article on Wiley Online Library:   HTML | PDF
Clustering genes with expression and beyond

Advanced Review
Motoki Shiga, Hiroshi Mamitsuka
Published Online: Jul 11 2011
DOI:10.1002/widm.41

Abstract Full article on Wiley Online Library:   HTML | PDF
Distance‐preserving dimensionality reduction

Overview
Li Yang
Published Online: Jun 14 2011
DOI:10.1002/widm.39

Abstract Full article on Wiley Online Library:   HTML | PDF
Fuzzy machine learning and data mininga

Overview
Eyke Hüllermeier
Published Online: May 31 2011
DOI:10.1002/widm.34

Abstract Full article on Wiley Online Library:   HTML | PDF
Mining of protein contact maps for protein fold prediction

Focus Article
Durga Bhavani S, Suvarnavani K, Somdatta Sinha
Published Online: May 25 2011
DOI:10.1002/widm.35

Abstract Full article on Wiley Online Library:   HTML | PDF
Rough clustering

Advanced Review
Pawan Lingras, Georg Peters
Published Online: Jan 10 2011
DOI:10.1002/widm.16

Abstract Full article on Wiley Online Library:   HTML | PDF
Applications of tensor (multiway array) factorizations and decompositions in data mining

Overview
Morten Mørup
Published Online: Jan 10 2011
DOI:10.1002/widm.1

Abstract Full article on Wiley Online Library:   HTML | PDF
The use of classification trees for bioinformatics

Advanced Review
Xiang Chen, Minghui Wang, Heping Zhang
Published Online: Jan 06 2011
DOI:10.1002/widm.14

Abstract Full article on Wiley Online Library:   HTML | PDF
Multivariate random forests

Focus Article
Mark Segal, Yuanyuan Xiao
Published Online: Jan 06 2011
DOI:10.1002/widm.12

Abstract Full article on Wiley Online Library:   HTML | PDF
Classification and regression trees

Overview
Wei‐Yin Loh
Published Online: Jan 06 2011
DOI:10.1002/widm.8

Abstract Full article on Wiley Online Library:   HTML | PDF
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