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Machine Learning

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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
Marco Viviani, Gabriella Pasi
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
Simone Scardapane, Dianhui Wang
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
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