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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

Abstract Full article on Wiley Online Library:   HTML | PDF
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
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