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WIREs Data Mining Knowl Discov
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A survey of evaluation methods for personal route and destination prediction from mobility traces

Overview
Roelant A. Stegmann, Indrė Žliobaitė, Tuukka Tolvanen, Jaakko Hollmén, Jesse Read
Published Online: Nov 17 2017
DOI:10.1002/widm.1237

Abstract Full article on Wiley Online Library:   HTML | PDF
Data mining and machine learning in textile industry

Advanced Review
Pelin Yildirim, Derya Birant, Tuba Alpyildiz
Published Online: Oct 02 2017
DOI:10.1002/widm.1228

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
A survey on educational process mining

Overview
Alejandro Bogarín, Rebeca Cerezo, Cristóbal Romero
Published Online: Sep 28 2017
DOI:10.1002/widm.1230

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
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
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
Data and syntax centric anomaly detection for relational databases

Focus Article
Asmaa Sallam, Daren Fadolalkarim, Elisa Bertino, Qian Xiao
Published Online: Sep 28 2016
DOI:10.1002/widm.1195

Abstract Full article on Wiley Online Library:   HTML | PDF
Educational data science in massive open online courses

Overview
Cristóbal Romero, Sebastián Ventura
Published Online: Sep 08 2016
DOI:10.1002/widm.1187

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
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
Data mining and machine learning in computational creativity

Opinion
Hannu Toivonen, Oskar Gross
Published Online: Oct 02 2015
DOI:10.1002/widm.1170

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
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
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
Leukemia blast cell identification

Focus Article
Frida Rizzati, Barbara Buldini, Giuseppe Basso
Published Online: Feb 23 2015
DOI:10.1002/widm.1146

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
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
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
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
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
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
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
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
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
Applying data mining on customer relationship management system for leisure coffee‐shop industry: a case study in Taiwan

Focus Article
Wen‐Yu Chiang
Published Online: Feb 25 2013
DOI:10.1002/widm.1084

Abstract Full article on Wiley Online Library:   HTML | PDF
Data mining in education

Overview
Cristobal Romero, Sebastian Ventura
Published Online: Dec 14 2012
DOI:10.1002/widm.1075

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
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
Harnessing the power of patent information to accelerate innovation

Focus Article
Kerri L. Clark, Stanley P. Kowalski
Published Online: Aug 08 2012
DOI:10.1002/widm.1066

Abstract Full article on Wiley Online Library:   HTML | PDF
Software mining and fault prediction

Focus Article
Cagatay Catal
Published Online: Aug 08 2012
DOI:10.1002/widm.1067

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
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
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
Actionable knowledge discovery and delivery

Advanced Review
Longbing Cao
Published Online: Feb 17 2012
DOI:10.1002/widm.1044

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

Overview
Márcia Oliveira, João Gama
Published Online: Feb 17 2012
DOI:10.1002/widm.1048

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
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
Data mining for oil‐insulated power transformers: an advanced literature survey

Advanced Review
Yann‐Chang Huang, Chao‐Ming Huang, Huo‐Ching Sun
Published Online: Jan 10 2012
DOI:10.1002/widm.1043

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
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
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
Sensor selection to support practical use of health‐monitoring smart environments

Focus Article
Diane J. Cook, Lawrence B. Holder
Published Online: May 02 2011
DOI:10.1002/widm.20

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
Similarity‐based data mining in files of two‐dimensional chemical structures using fingerprint measures of molecular resemblance

Advanced Review
Peter Willett
Published Online: Mar 24 2011
DOI:10.1002/widm.26

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

Advanced Review
Ralf Mikut, Markus Reischl
Published Online: Mar 09 2011
DOI:10.1002/widm.24

Abstract Full article on Wiley Online Library:   HTML | PDF
Mining large medical claims database to identify high‐risk patients: The case of antidepressant utilization

Focus Article
Samuel H. Huang, Hua Li, Dengyao Mo, Lawson R. Wulsin
Published Online: Feb 18 2011
DOI:10.1002/widm.5

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
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
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
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
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
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
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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