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Algorithmic Development

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Triangle counting in large networks: a review

Advanced Review
Mohammad Al Hasan, Vachik S. Dave
Published Online: Oct 06 2017
DOI:10.1002/widm.1226

Abstract Full article on Wiley Online Library:   HTML | PDF
Differentiating households to analyze consumption patterns: a data mining study on official household budget data

Focus Article
Tuğba Değirmenci, Lale Özbakır
Published Online: Sep 28 2017
DOI:10.1002/widm.1227

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
A survey of Web crawlers for information retrieval

Overview
Manish Kumar, Rajesh Bhatia, Dhavleesh Rattan
Published Online: Aug 07 2017
DOI:10.1002/widm.1218

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
Entity disambiguation with decomposable neural networks

Focus Article
Yaming Sun, Zhenzhou Ji, Lei Lin, Duyu Tang, Xiaolong Wang
Published Online: Jul 05 2017
DOI:10.1002/widm.1215

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
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
A revision and analysis of the comprehensiveness of the main longitudinal studies of human aging for data mining research

Advanced Review
Caio Eduardo Ribeiro, Luis Henrique S. Brito, Cristiane Neri Nobre, Alex A. Freitas, Luis Enrique Zárate
Published Online: Mar 10 2017
DOI:10.1002/widm.1202

Abstract Full article on Wiley Online Library:   HTML | PDF
Tensor methods and recommender systems

Overview
Evgeny Frolov, Ivan Oseledets
Published Online: Feb 27 2017
DOI:10.1002/widm.1201

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
Tensor decompositions and data fusion in epileptic electroencephalography and functional magnetic resonance imaging data

Focus Article
Borbála Hunyadi, Patrick Dupont, Wim Van Paesschen, Sabine Van Huffel
Published Online: Nov 11 2016
DOI:10.1002/widm.1197

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
The lattice‐based approaches for mining association rules: a review

Advanced Review
Tuong Le, Bay Vo
Published Online: May 20 2016
DOI:10.1002/widm.1181

Abstract Full article on Wiley Online Library:   HTML | PDF
Software and applications of spatial data mining

Overview
Deren Li, Shuliang Wang, Hanning Yuan, Deyi Li
Published Online: Apr 14 2016
DOI:10.1002/widm.1180

Abstract Full article on Wiley Online Library:   HTML | PDF
Community detection in social networks

Advanced Review
Punam Bedi, Chhavi Sharma
Published Online: Feb 19 2016
DOI:10.1002/widm.1178

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
Clustering techniques for neuroimaging applications

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

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 analysis and opinion mining: on optimal parameters and performances

Focus Article
Björn Schuller, Amr El‐Desoky Mousa, Vasileios Vryniotis
Published Online: Aug 14 2015
DOI:10.1002/widm.1159

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
An overview on the exploitation of time in collaborative filtering

Overview
João Vinagre, Alípio Mário Jorge, João Gama
Published Online: Aug 08 2015
DOI:10.1002/widm.1160

Abstract Full article on Wiley Online Library:   HTML | PDF
Multi‐objective ensemble generation

Focus Article
Shenkai Gu, Ran Cheng, Yaochu Jin
Published Online: Jul 07 2015
DOI:10.1002/widm.1158

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
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
Noncoding RNAs and their annotation using metagenomics algorithms

Advanced Review
Shubhra Sankar Ray, Sonam Maiti
Published Online: Jan 28 2015
DOI:10.1002/widm.1142

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

Overview
Tuong Le, Bay Vo, Giang Nguyen
Published Online: Oct 29 2014
DOI:10.1002/widm.1137

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
Biomedical informatics and panomics for evidence‐based radiation therapy

Advanced Review
Issam El Naqa
Published Online: Jul 29 2014
DOI:10.1002/widm.1131

Abstract Full article on Wiley Online Library:   HTML | PDF
Data privacy

Overview
Vicenç Torra, Guillermo Navarro‐Arribas
Published Online: Jun 02 2014
DOI:10.1002/widm.1129

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
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
Evolutionary Algorithms

Overview
Thomas Bartz‐Beielstein, Jürgen Branke, Jörn Mehnen, Olaf Mersmann
Published Online: Apr 24 2014
DOI:10.1002/widm.1124

Abstract Full article on Wiley Online Library:   HTML | PDF
Temporal interval pattern languages to characterize time flow

Overview
Frank Höppner, Sebastian Peter
Published Online: Apr 08 2014
DOI:10.1002/widm.1122

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
Visual pattern discovery in image and video data: a brief survey

Advanced Review
Hongxing Wang, Gangqiang Zhao, Junsong Yuan
Published Online: Dec 23 2013
DOI:10.1002/widm.1110

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
Multidimensional compressed sensing and their applications

Overview
Cesar F. Caiafa, Andrzej Cichocki
Published Online: Oct 18 2013
DOI:10.1002/widm.1108

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
Market Basket Analysis algorithms with MapReduce

Advanced Review
Jongwook Woo
Published Online: Oct 09 2013
DOI:10.1002/widm.1107

Abstract Full article on Wiley Online Library:   HTML | PDF
Modeling and inference of genetic interactions

Advanced Review
Ranadip Pal
Published Online: Sep 04 2013
DOI:10.1002/widm.1103

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
Graph‐based methods for protein structure comparison

Advanced Review
Thomas Fober, Marco Mernberger, Gerhard Klebe, Eyke Hüllermeier
Published Online: Jul 26 2013
DOI:10.1002/widm.1099

Abstract Full article on Wiley Online Library:   HTML | PDF
Analytical strategies for estimating suppressed and missing data in large regional and local employment, population, and transportation databases

Advanced Review
Jean‐Michel Guldmann
Published Online: Jul 09 2013
DOI:10.1002/widm.1095

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
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
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
Current trends in modeling host–pathogen interactions

Focus Article
Sumanta Mukherjee, Awanti Sambarey, Karyala Prashanthi, Nagasuma Chandra
Published Online: Feb 25 2013
DOI:10.1002/widm.1085

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
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
Combined mining: Analyzing object and pattern relations for discovering and constructing complex yet actionable patterns

Focus Article
Longbing Cao
Published Online: Jan 23 2013
DOI:10.1002/widm.1080

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
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
Overview of random forest methodology and practical guidance with emphasis on computational biology and bioinformatics

Overview
Anne‐Laure Boulesteix, Silke Janitza, Jochen Kruppa, Inke R. König
Published Online: Oct 18 2012
DOI:10.1002/widm.1072

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
Reverse engineering of gene regulatory networks from biological data

Overview
Li‐Zhi Liu, Fang‐Xiang Wu, Wen‐Jun Zhang
Published Online: Aug 17 2012
DOI:10.1002/widm.1068

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
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
Tutorial on biological networks

Overview
Francisco G. Vital‐Lopez, Vesna Memišević, Bhaskar Dutta
Published Online: Jun 22 2012
DOI:10.1002/widm.1061

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
Mining high‐throughput screens for cancer drug targets—lessons from yeast chemical‐genomic profiling and synthetic lethality

Focus Article
Marja A. Heiskanen, Tero Aittokallio
Published Online: Apr 26 2012
DOI:10.1002/widm.1055

Abstract Full article on Wiley Online Library:   HTML | PDF
FiRePat—Finding Regulatory Patterns between sRNAs and Genes

Focus Article
Irina Mohorianu, Sara Lopez‐Gomollon, Frank Schwach, Tamas Dalmay, Vincent Moulton
Published Online: Apr 18 2012
DOI:10.1002/widm.1053

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
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
Replaying history on process models for conformance checking and performance analysis

Focus Article
Wil van der Aalst, Arya Adriansyah, Boudewijn van Dongen
Published Online: Jan 30 2012
DOI:10.1002/widm.1045

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
Analyzing genomic data: understanding the genome

Overview
Xosé M. Fernández‐Suárez
Published Online: Jan 04 2012
DOI:10.1002/widm.54

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
Protecting Sensitive knowledge in association patterns mining

Advanced Review
Guanling Lee, Yi Chun Chen
Published Online: Nov 23 2011
DOI:10.1002/widm.50

Abstract Full article on Wiley Online Library:   HTML | PDF
Advances in data stream mining

Advanced Review
Mohamed Medhat Gaber
Published Online: Nov 07 2011
DOI:10.1002/widm.52

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
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
Mining proteomic data for biomedical research

Advanced Review
Laura L. Elo, Benno Schwikowski
Published Online: Aug 12 2011
DOI:10.1002/widm.45

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
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
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
Similarity measures for sequential data

Advanced Review
Konrad Rieck
Published Online: May 20 2011
DOI:10.1002/widm.36

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
Understanding online groups through social media

Focus Article
Geoffrey Barbier, Lei Tang, Huan Liu
Published Online: May 20 2011
DOI:10.1002/widm.37

Abstract Full article on Wiley Online Library:   HTML | PDF
Mining uncertain data

Advanced Review
Carson Kai‐Sang Leung
Published Online: Apr 28 2011
DOI:10.1002/widm.31

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
Identifying patterns in spatial information: A survey of methods

Overview
Shashi Shekhar, Michael R. Evans, James M. Kang, Pradeep Mohan
Published Online: Apr 05 2011
DOI:10.1002/widm.25

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
Ensembles of case‐based reasoning classifiers in high‐dimensional biological domains

Focus Article
Niloofar Arshadi, Igor Jurisica
Published Online: Feb 18 2011
DOI:10.1002/widm.22

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
Fundamentals of association rules in data mining and knowledge discovery

Overview
Shichao Zhang, Xindong Wu
Published Online: Feb 18 2011
DOI:10.1002/widm.10

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
Data mining and crime analysis

Focus Article
Giles Oatley, Brian Ewart
Published Online: Feb 04 2011
DOI:10.1002/widm.6

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
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
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