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Fundamental Concepts of Data and Knowledge

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Context‐aware movement analytics: implications, taxonomy, and design framework

Overview
Mohammad Sharif, Ali Asghar Alesheikh
Published Online: Oct 30 2017
DOI:10.1002/widm.1233

Abstract Full article on Wiley Online Library:   HTML | PDF
An overview of emerging pattern mining in supervised descriptive rule discovery: taxonomy, empirical study, trends, and prospects

Advanced Review
A.M. García‐Vico, C.J. Carmona, D. Martín, M. García‐Borroto, M.J. del Jesus
Published Online: Oct 18 2017
DOI:10.1002/widm.1231

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
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
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
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
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
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

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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
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
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
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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Subgroup discovery

Advanced Review
Martin Atzmueller
Published Online: Jan 28 2015
DOI:10.1002/widm.1144

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
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
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
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
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
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
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
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
A survey on mining multiple data sources

Overview
T. Ramkumar, S. Hariharan, S. Selvamuthukumaran
Published Online: Nov 16 2012
DOI:10.1002/widm.1077

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
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
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
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
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
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
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
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
Information enhancement for data mining

Overview
Shichao Zhang
Published Online: Apr 04 2011
DOI:10.1002/widm.21

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
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
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
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
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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