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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
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
Leader‐based community detection algorithm for social networks

Focus Article
Nivin A. Helal, Rasha M. Ismail, Nagwa L. Badr, Mostafa G. M. Mostafa
Published Online: Aug 02 2017
DOI:10.1002/widm.1213

Abstract Full article on Wiley Online Library:   HTML | PDF
Data mining in distributed environment: a survey

Overview
Wensheng Gan, Jerry Chun‐Wei Lin, Han‐Chieh Chao, Justin Zhan
Published Online: Jul 18 2017
DOI:10.1002/widm.1216

Abstract Full article on Wiley Online Library:   HTML | PDF
Segmentation techniques for the summarization of individual mobility data

Overview
Maria Luisa Damiani, Fatima Hachem
Published Online: Jul 11 2017
DOI:10.1002/widm.1214

Abstract Full article on Wiley Online Library:   HTML | PDF
Detecting deceptive engagement in social media by temporal pattern analysis of user behaviors: a survey

Advanced Review
Qian Xiao, Elisa Bertino
Published Online: Jun 09 2017
DOI:10.1002/widm.1210

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
Enterprise data breach: causes, challenges, prevention, and future directions

Overview
Long Cheng, Fang Liu, Danfeng (Daphne) Yao
Published Online: Jun 09 2017
DOI:10.1002/widm.1211

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
Big data analytics for security and criminal investigations

Advanced Review
M.I. Pramanik, Raymond Y.K. Lau, Wei T. Yue, Yunming Ye, Chunping Li
Published Online: May 12 2017
DOI:10.1002/widm.1208

Abstract Full article on Wiley Online Library:   HTML | PDF
A survey of itemset mining

Advanced Review
Philippe Fournier‐Viger, Jerry Chun‐Wei Lin, Bay Vo, Tin Truong Chi, Ji Zhang, Hoai Bac Le
Published Online: Apr 21 2017
DOI:10.1002/widm.1207

Abstract Full article on Wiley Online Library:   HTML | PDF
An overview of online based platforms for sharing and analyzing electrophysiology data from big data perspective

Overview
Yang Chen, Zhong‐yi Wang, Gang Yuan, Lan Huang
Published Online: Apr 20 2017
DOI:10.1002/widm.1206

Abstract Full article on Wiley Online Library:   HTML | PDF
Evaluation and comparison of open source software suites for data mining and knowledge discovery

Overview
Abdulrahman H. Altalhi, J. M. Luna, M. A. Vallejo, S. Ventura
Published Online: Mar 16 2017
DOI:10.1002/widm.1204

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

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Randomness in neural networks: an overview

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

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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
A novel social network mining approach for customer segmentation and viral marketing

Focus Article
Nivin A. Helal, Rasha M. Ismail, Nagwa L. Badr, Mostafa G. M. Mostafa
Published Online: Jul 13 2016
DOI:10.1002/widm.1183

Abstract Full article on Wiley Online Library:   HTML | PDF
Mining from distributed and abstracted data

Focus Article
Xiaofeng Zhang, William K. Cheung, Yunming Ye
Published Online: Jun 23 2016
DOI:10.1002/widm.1182

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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

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Fuzzy frameworks for mining data associations: fuzzy association rules and beyond

Advanced Review
N. Marín, M.D. Ruiz, D. Sánchez
Published Online: Jan 09 2016
DOI:10.1002/widm.1176

Abstract Full article on Wiley Online Library:   HTML | PDF
Clustering techniques for neuroimaging applications

Focus Article
Alexandra Derntl, Claudia Plant
Published Online: Dec 22 2015
DOI:10.1002/widm.1174

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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

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Data discretization: taxonomy and big data challenge

Advanced Review
Sergio Ramírez‐Gallego, Salvador García, Héctor Mouriño‐Talín, David Martínez‐Rego, Verónica Bolón‐Canedo, Amparo Alonso‐Betanzos, José Manuel Benítez, Francisco Herrera
Published Online: Nov 24 2015
DOI:10.1002/widm.1173

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
From existing trends to future trends in privacy‐preserving collaborative filtering

Overview
Adem Ozturk, Huseyin Polat
Published Online: Aug 28 2015
DOI:10.1002/widm.1163

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

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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
Concurrent software architectures for exploratory data analysis

Advanced Review
Anže Starič, Janez Demšar, Blaž Zupan
Published Online: Jun 20 2015
DOI:10.1002/widm.1155

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Emerging directions in predictive text mining

Advanced Review
Nitin Indurkhya
Published Online: Jun 05 2015
DOI:10.1002/widm.1154

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
A Delaunay diagram‐based Min–Max CP‐Tree algorithm for Spatial Data Analysis

Focus Article
Venkatesan Meenakshi Sundaram, Arunkumar Thangavelu
Published Online: Apr 23 2015
DOI:10.1002/widm.1151

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 mining‐based tag recommendation system: an overview

Overview
Subramaniyaswamy Vairavasundaram, Vijayakumar Varadharajan, Indragandhi Vairavasundaram, Logesh Ravi
Published Online: Apr 09 2015
DOI:10.1002/widm.1149

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
Generating ensembles of heterogeneous classifiers using Stacked Generalization

Advanced Review
M. Paz Sesmero, Agapito I. Ledezma, Araceli Sanchis
Published Online: Jan 28 2015
DOI:10.1002/widm.1143

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
Swarm‐based metaheuristics in automatic programming: a survey

Overview
Juan L. Olmo, José R. Romero, Sebastián Ventura
Published Online: Oct 27 2014
DOI:10.1002/widm.1138

Abstract Full article on Wiley Online Library:   HTML | PDF
Big Data with Cloud Computing: an insight on the computing environment, MapReduce , and programming frameworks

Overview
Alberto Fernández, Sara del Río, Victoria López, Abdullah Bawakid, María J. del Jesus, José M. Benítez, Francisco Herrera
Published Online: Sep 29 2014
DOI:10.1002/widm.1134

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
Symbolic Data Analysis: another look at the interaction of Data Mining and Statistics

Overview
Paula Brito
Published Online: Aug 24 2014
DOI:10.1002/widm.1133

Abstract Full article on Wiley Online Library:   HTML | PDF
Phylogenetic networks: a new form of multivariate data summary for data mining and exploratory data analysis

Overview
David A. Morrison
Published Online: Jun 02 2014
DOI:10.1002/widm.1130

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
Clustering on heterogeneous networks

Overview
Yue Huang, Xuedong Gao
Published Online: Apr 28 2014
DOI:10.1002/widm.1126

Abstract Full article on Wiley Online Library:   HTML | PDF
Open issues for partitioning clustering methods: an overview

Overview
Maria Camila N. Barioni, Humberto Razente, Alessandra M. R. Marcelino, Agma J. M. Traina, Caetano Traina
Published Online: Apr 28 2014
DOI:10.1002/widm.1127

Abstract Full article on Wiley Online Library:   HTML | PDF
Data stream mining in ubiquitous environments: state‐of‐the‐art and current directions

Advanced Review
Mohamed Medhat Gaber, João Gama, Shonali Krishnaswamy, João Bártolo Gomes, Frederic Stahl
Published Online: Feb 24 2014
DOI:10.1002/widm.1115

Abstract Full article on Wiley Online Library:   HTML | PDF
Alignment and dataset identification of linked data in Semantic Web

Advanced Review
Kalpa Gunaratna, Sarasi Lalithsena, Amit Sheth
Published Online: Feb 24 2014
DOI:10.1002/widm.1121

Abstract Full article on Wiley Online Library:   HTML | PDF
Time series motif discovery: dimensions and applications

Focus Article
Abdullah Mueen
Published Online: Feb 24 2014
DOI:10.1002/widm.1119

Abstract Full article on Wiley Online Library:   HTML | PDF
Overview on evolutionary subgroup discovery: analysis of the suitability and potential of the search performed by evolutionary algorithms

Overview
Cristóbal J. Carmona, Pedro González, María José del Jesus, Francisco Herrera
Published Online: Feb 24 2014
DOI:10.1002/widm.1118

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
Self‐organizing maps for latent semantic analysis of free‐form text in support of public policy analysis

Focus Article
Bernie C. Till, Justin Longo, A. Rod Dobell, Peter F. Driessen
Published Online: Dec 23 2013
DOI:10.1002/widm.1112

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
Fuzzy temporal association rules: combining temporal and quantitative data to increase rule expressiveness

Focus Article
Purificación Cariñena
Published Online: Dec 23 2013
DOI:10.1002/widm.1116

Abstract Full article on Wiley Online Library:   HTML | PDF
Spatiotemporal change footprint pattern discovery: an inter‐disciplinary survey

Overview
Xun Zhou, Shashi Shekhar, Reem Y. Ali
Published Online: Dec 23 2013
DOI:10.1002/widm.1113

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
Evolutionary computation for feature selection in classification problems

Advanced Review
Beatriz de la Iglesia
Published Online: Oct 17 2013
DOI:10.1002/widm.1106

Abstract Full article on Wiley Online Library:   HTML | PDF
Analysis and mining of online social networks: emerging trends and challenges

Advanced Review
Sajid Yousuf Bhat, Muhammad Abulaish
Published Online: Oct 09 2013
DOI:10.1002/widm.1105

Abstract Full article on Wiley Online Library:   HTML | PDF
Privacy‐preserving record linkage

Advanced Review
Vassilios S. Verykios, Peter Christen
Published Online: Aug 20 2013
DOI:10.1002/widm.1101

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
Elastic stream processing in the Cloud

Advanced Review
Waldemar Hummer, Benjamin Satzger, Schahram Dustdar
Published Online: Aug 12 2013
DOI:10.1002/widm.1100

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian treed response surface models

Focus Article
Hugh Chipman, Edward I. George, Robert B. Gramacy, Robert McCulloch
Published Online: Jul 09 2013
DOI:10.1002/widm.1094

Abstract Full article on Wiley Online Library:   HTML | PDF
Prepyramidal clustering and Robinsonian dissimilarities: one‐to‐one correspondences

Focus Article
Patrice Bertrand, Jean Diatta
Published Online: Jul 09 2013
DOI:10.1002/widm.1096

Abstract Full article on Wiley Online Library:   HTML | PDF
An overview of interactive visual data mining techniques for knowledge discovery

Overview
Frederic Stahl, Bogdan Gabrys, Mohamed Medhat Gaber, Monika Berendsen
Published Online: Jul 09 2013
DOI:10.1002/widm.1093

Abstract Full article on Wiley Online Library:   HTML | PDF
Automatic construction of lexicons, taxonomies, ontologies, and other knowledge structures

Overview
Olena Medelyan, Ian H. Witten, Anna Divoli, Jeen Broekstra
Published Online: Jul 09 2013
DOI:10.1002/widm.1097

Abstract Full article on Wiley Online Library:   HTML | PDF
Knowledge representation and processing with formal concept analysis

Advanced Review
Sergei O. Kuznetsov, Jonas Poelmans
Published Online: Apr 18 2013
DOI:10.1002/widm.1088

Abstract Full article on Wiley Online Library:   HTML | PDF
Data mining and life sciences applications on the grid

Advanced Review
Mario Cannataro, Pietro Hiram Guzzi, Alessia Sarica
Published Online: Apr 18 2013
DOI:10.1002/widm.1090

Abstract Full article on Wiley Online Library:   HTML | PDF
A survey of fuzzy web mining

Advanced Review
Chun‐Wei Lin, Tzung‐Pei Hong
Published Online: Apr 18 2013
DOI:10.1002/widm.1091

Abstract Full article on Wiley Online Library:   HTML | PDF
Incremental association rule mining: a survey

Overview
B. Nath, D. K. Bhattacharyya, A. Ghosh
Published Online: Feb 25 2013
DOI:10.1002/widm.1086

Abstract Full article on Wiley Online Library:   HTML | PDF
Revisiting evolutionary algorithms in feature selection and nonfuzzy/fuzzy rule based classification

Overview
Satchidananda Dehuri, Ashish Ghosh
Published Online: Feb 20 2013
DOI:10.1002/widm.1087

Abstract Full article on Wiley Online Library:   HTML | PDF
Methods and techniques for discovering taxonomies of behavioral process models

Overview
Francesco Folino, Gianluigi Greco, Antonella Guzzo, Luigi Pontieri
Published Online: Feb 07 2013
DOI:10.1002/widm.1081

Abstract Full article on Wiley Online Library:   HTML | PDF
Large‐scale data mining using genetics‐based machine learning

Advanced Review
Jaume Bacardit, Xavier Llorà
Published Online: Jan 09 2013
DOI:10.1002/widm.1078

Abstract Full article on Wiley Online Library:   HTML | PDF
Association rule hiding methods

Advanced Review
Vassilios S. Verykios
Published Online: Jan 09 2013
DOI:10.1002/widm.1082

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
On new emerging concepts of petroleum digital ecosystem

Overview
Shastri L. Nimmagadda, Heinz Dreher
Published Online: Oct 18 2012
DOI:10.1002/widm.1070

Abstract Full article on Wiley Online Library:   HTML | PDF
Seeing beyond reading: a survey on visual text analytics

Overview
Aretha B. Alencar, Maria Cristina F. de Oliveira, Fernando V. Paulovich
Published Online: Oct 18 2012
DOI:10.1002/widm.1071

Abstract Full article on Wiley Online Library:   HTML | PDF
Frequent item set mining

Overview
Christian Borgelt
Published Online: Oct 18 2012
DOI:10.1002/widm.1074

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
Mining social media: key players, sentiments, and communities

Focus Article
Martin Atzmueller
Published Online: Aug 08 2012
DOI:10.1002/widm.1069

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
Clustering high dimensional data

Advanced Review
Ira Assent
Published Online: Jun 22 2012
DOI:10.1002/widm.1062

Abstract Full article on Wiley Online Library:   HTML | PDF
Knowledge discovery interestingness measures based on unexpectedness

Advanced Review
Kleanthis‐Nikolaos Kontonasios, Eirini Spyropoulou, Tijl De Bie
Published Online: Jun 22 2012
DOI:10.1002/widm.1063

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

Focus Article
Hans‐Peter Kriegel, Peer Kröger, Arthur Zimek
Published Online: Jun 22 2012
DOI:10.1002/widm.1057

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
Evolutionary design of decision trees for medical application

Advanced Review
Peter Kokol, Sandi Pohorec, Gregor Štiglic, Vili Podgorelec
Published Online: Apr 26 2012
DOI:10.1002/widm.1056

Abstract Full article on Wiley Online Library:   HTML | PDF
Resampling methods

Focus Article
Michael R. Chernick
Published Online: Apr 18 2012
DOI:10.1002/widm.1054

Abstract Full article on Wiley Online Library:   HTML | PDF
An overview of the use of neural networks for data mining tasks

Overview
Frederic Stahl, Ivan Jordanov
Published Online: Apr 18 2012
DOI:10.1002/widm.1052

Abstract Full article on Wiley Online Library:   HTML | PDF
Genetic algorithms for clustering and fuzzy clustering

Focus Article
Sanghamitra Bandyopadhyay
Published Online: Mar 23 2012
DOI:10.1002/widm.1051

Abstract Full article on Wiley Online Library:   PDF
Partitive clustering ( K ‐means family)

Overview
Yu Xiao, Jian Yu
Published Online: Mar 23 2012
DOI:10.1002/widm.1049

Abstract Full article on Wiley Online Library:   HTML | PDF
Dynamic clustering with soft computing

Advanced Review
Georg Peters, Richard Weber
Published Online: Mar 14 2012
DOI:10.1002/widm.1050

Abstract Full article on Wiley Online Library:   HTML | PDF
Experimental design

Focus Article
J. P. Morgan, Xinwei Deng
Published Online: Jan 30 2012
DOI:10.1002/widm.1046

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
Algorithms for hierarchical clustering: an overview

Overview
Fionn Murtagh, Pedro Contreras
Published Online: Dec 07 2011
DOI:10.1002/widm.53

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
Robust clustering

Advanced Review
Amit Banerjee, Rajesh N. Davé
Published Online: Sep 27 2011
DOI:10.1002/widm.49

Abstract Full article on Wiley Online Library:   HTML | PDF
Genetic algorithms for clustering and fuzzy clustering

Focus Article
Sanghamitra Bandyopadhyay
Published Online: Aug 26 2011
DOI:10.1002/widm.47

Abstract Full article on Wiley Online Library:   HTML | PDF
Evolutionary computation for training set selection

Advanced Review
Nicolás García‐Pedrajas
Published Online: Aug 19 2011
DOI:10.1002/widm.44

Abstract Full article on Wiley Online Library:   HTML | PDF
Mining flexible‐receptor molecular docking data

Focus Article
Karina S. Machado, Ana T. Winck, Duncan D. Ruiz, Osmar Norberto de Souza
Published Online: Aug 19 2011
DOI:10.1002/widm.46

Abstract Full article on Wiley Online Library:   HTML | PDF
The use of decision trees for cost‐sensitive classification: an empirical study in software quality prediction

Focus Article
Naeem Seliya, Taghi M. Khoshgoftaar
Published Online: Jul 28 2011
DOI:10.1002/widm.38

Abstract Full article on Wiley Online Library:   HTML | PDF
Evolving fuzzy systems for data streams: a survey

Overview
Rashmi Dutta Baruah, Plamen Angelov
Published Online: Jul 28 2011
DOI:10.1002/widm.42

Abstract Full article on Wiley Online Library:   HTML | PDF
Evolutionary multiobjective optimization

Focus Article
Carlos A. Coello Coello
Published Online: Jul 19 2011
DOI:10.1002/widm.43

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
Fuzzy association rule mining framework and its application to effective fuzzy associative classification

Advanced Review
Keivan Kianmehr, Mehmet Kaya, Abdallah M. ElSheikh, Jamal Jida, Reda Alhajj
Published Online: Jun 28 2011
DOI:10.1002/widm.40

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 mining a

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
Clustering mixed data

Focus Article
Lynette Hunt, Murray Jorgensen
Published Online: May 20 2011
DOI:10.1002/widm.33

Abstract Full article on Wiley Online Library:   HTML | PDF
Cluster ensembles

Advanced Review
Joydeep Ghosh, Ayan Acharya
Published Online: May 02 2011
DOI:10.1002/widm.32

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

Advanced Review
Hans‐Peter Kriegel, Peer Kröger, Jörg Sander, Arthur Zimek
Published Online: Apr 05 2011
DOI:10.1002/widm.30

Abstract Full article on Wiley Online Library:   HTML | PDF
Filtered‐top‐ k association discovery

Opinion
Geoffrey I. Webb
Published Online: Apr 05 2011
DOI:10.1002/widm.28

Abstract Full article on Wiley Online Library:   HTML | PDF
Contrast and change mining

Overview
Mirko Boettcher
Published Online: Apr 05 2011
DOI:10.1002/widm.27

Abstract Full article on Wiley Online Library:   HTML | PDF
Gene expression modular analysis: an overview from the data mining perspective

Overview
Alberto Pascual‐Montano
Published Online: Apr 04 2011
DOI:10.1002/widm.29

Abstract Full article on Wiley Online Library:   HTML | PDF
Outlier detection

Focus Article
Xiaogang Su, Chih‐Ling Tsai
Published Online: Mar 09 2011
DOI:10.1002/widm.19

Abstract Full article on Wiley Online Library:   HTML | PDF
Choosing the number of clusters

Focus Article
Boris Mirkin
Published Online: Mar 08 2011
DOI:10.1002/widm.15

Abstract Full article on Wiley Online Library:   HTML | PDF
Tech mining: Text mining and visualization tools, as applied to nanoenhanced solar cells

Focus Article
Alan L. Porter, Ying Guo, Denise Chiavatta
Published Online: Feb 18 2011
DOI:10.1002/widm.7

Abstract Full article on Wiley Online Library:   HTML | PDF
A study of methodological issues in design and development of rule‐based systems: proposal of a new approach

Overview
Antoni Ligęza, Grzegorz J. Nalepa
Published Online: Feb 18 2011
DOI:10.1002/widm.11

Abstract Full article on Wiley Online Library:   HTML | PDF
On the discovery of association rules by means of evolutionary algorithms

Advanced Review
María J. del Jesus, José A. Gámez, Pedro González, José M. Puerta
Published Online: Feb 11 2011
DOI:10.1002/widm.18

Abstract Full article on Wiley Online Library:   HTML | PDF
Predictive data mining in clinical medicine: a focus on selected methods and applications

Focus Article
Riccardo Bellazzi, Fulvia Ferrazzi, Lucia Sacchi
Published Online: Feb 11 2011
DOI:10.1002/widm.23

Abstract Full article on Wiley Online Library:   HTML | PDF
Soft clustering for information retrieval applications

Advanced Review
Gloria Bordogna, Gabriella Pasi
Published Online: Feb 03 2011
DOI:10.1002/widm.3

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
Data mining of functional RNA structures in genomic sequences

Focus Article
Shu‐Yun Le, Bruce A. Shapiro
Published Online: Jan 10 2011
DOI:10.1002/widm.13

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
Introducing WIREs Data Mining and Knowledge Discovery

Editorial Commentary
Witold Pedrycz
Published Online: Jan 06 2011
DOI:10.1002/widm.17

Abstract Full article on Wiley Online Library:   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
Robust statistics for outlier detection

Focus Article
Peter J. Rousseeuw, Mia Hubert
Published Online: Jan 06 2011
DOI:10.1002/widm.2

Abstract Full article on Wiley Online Library:   HTML | PDF
Multivariate image mining

Overview
Julia Herold, Christian Loyek, Tim W. Nattkemper
Published Online: Jan 06 2011
DOI:10.1002/widm.4

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
Accelerating data mining workloads: current approaches and future challenges in system architecture design

Overview
Alok N. Choudhary, Daniel Honbo, Prabhat Kumar, Berkin Ozisikyilmaz, Sanchit Misra, Gokhan Memik
Published Online: Jan 06 2011
DOI:10.1002/widm.9

Abstract Full article on Wiley Online Library:   HTML | PDF
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