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Data Mining

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Hierarchical clustering for histogram data

Advanced Review
L. Billard, Jaejik Kim
Published Online: Aug 10 2017
DOI:10.1002/wics.1405

Abstract Full article on Wiley Online Library:   HTML | PDF
Optimal experimental design that targets meaningful information

Focus Article
J. P. Morgan, Jonathan Stallings
Published Online: Feb 01 2017
DOI:10.1002/wics.1393

Abstract Full article on Wiley Online Library:   HTML | PDF
Data representation for time series data mining: time domain approaches

Focus Article
Seunghye J. Wilson
Published Online: Dec 25 2016
DOI:10.1002/wics.1392

Abstract Full article on Wiley Online Library:   HTML | PDF
Thinking by classes in data science: the symbolic data analysis paradigm

Overview
Edwin Diday
Published Online: Aug 19 2016
DOI:10.1002/wics.1384

Abstract Full article on Wiley Online Library:   HTML | PDF
The top‐ K tau‐path screen for monotone association in subpopulations

Overview
Srinath Sampath, Adriano Caloiaro, Wayne Johnson, Joseph S. Verducci
Published Online: Jun 30 2016
DOI:10.1002/wics.1382

Abstract Full article on Wiley Online Library:   HTML | PDF
Biplots: qualititative data

Overview
John C. Gower, Niël J. Le Roux, Sugnet Gardner‐Lubbe
Published Online: Feb 18 2016
DOI:10.1002/wics.1377

Abstract Full article on Wiley Online Library:   HTML | PDF
Statistical methods for complex event processing and real time decision making

Overview
Patrick H. Tendick, Lorraine Denby, Wen‐Hua Ju
Published Online: Nov 23 2015
DOI:10.1002/wics.1372

Abstract Full article on Wiley Online Library:   HTML | PDF
Use of majority votes in statistical learning

Overview
Mu Zhu
Published Online: Aug 27 2015
DOI:10.1002/wics.1362

Abstract Full article on Wiley Online Library:   HTML | PDF
A practical guide to text mining with topic extraction

Advanced Review
Andrew Karl, James Wisnowski, W. Heath Rushing
Published Online: Aug 03 2015
DOI:10.1002/wics.1361

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian co‐clustering

Advanced Review
Carlotta Domeniconi, Kathryn Laskey
Published Online: Jul 06 2015
DOI:10.1002/wics.1359

Abstract Full article on Wiley Online Library:   HTML | PDF
Learning ordinal data

Focus Article
Xingye Qiao
Published Online: Jun 18 2015
DOI:10.1002/wics.1357

Abstract Full article on Wiley Online Library:   HTML | PDF
Anomaly detection in dynamic networks: a survey

Advanced Review
Stephen Ranshous, Shitian Shen, Danai Koutra, Steve Harenberg, Christos Faloutsos, Nagiza F. Samatova
Published Online: Mar 21 2015
DOI:10.1002/wics.1347

Abstract Full article on Wiley Online Library:   HTML | PDF
Tensor sufficient dimension reduction

Focus Article
Wenxuan Zhong, Xin Xing, Kenneth Suslick
Published Online: Mar 19 2015
DOI:10.1002/wics.1350

Abstract Full article on Wiley Online Library:   HTML | PDF
Distance‐weighted discrimination

Focus Article
J. S. Marron
Published Online: Jan 14 2015
DOI:10.1002/wics.1345

Abstract Full article on Wiley Online Library:   HTML | PDF
Visualizing large graphs

Advanced Review
Yifan Hu, Lei Shi
Published Online: Jan 12 2015
DOI:10.1002/wics.1343

Abstract Full article on Wiley Online Library:   HTML | PDF
Biplots: quantitative data

Overview
John C. Gower, Niël J. Le Roux, Sugnet Gardner‐Lubbe
Published Online: Sep 24 2014
DOI:10.1002/wics.1338

Abstract Full article on Wiley Online Library:   HTML | PDF
Community detection in large‐scale networks: a survey and empirical evaluation

Advanced Review
Steve Harenberg, Gonzalo Bello, L. Gjeltema, Stephen Ranshous, Jitendra Harlalka, Ramona Seay, Kanchana Padmanabhan, Nagiza Samatova
Published Online: Jul 22 2014
DOI:10.1002/wics.1319

Abstract Full article on Wiley Online Library:   HTML | PDF
Visualizing singular value decomposition

Focus Article
Lingsong Zhang, Yao Wang
Published Online: Mar 14 2014
DOI:10.1002/wics.1295

Abstract Full article on Wiley Online Library:   HTML | PDF
Document visualization: an overview of current research

Overview
Qihong Gan, Min Zhu, Mingzhao Li, Ting Liang, Yu Cao, Baoyao Zhou
Published Online: Dec 21 2013
DOI:10.1002/wics.1285

Abstract Full article on Wiley Online Library:   HTML | PDF
Decision trees

Overview
Barry de Ville
Published Online: Oct 04 2013
DOI:10.1002/wics.1278

Abstract Full article on Wiley Online Library:   HTML | PDF
Learning under nonstationarity: covariate shift and class‐balance change

Advanced Review
Masashi Sugiyama, Makoto Yamada, Marthinus Christoffel du Plessis
Published Online: Aug 27 2013
DOI:10.1002/wics.1275

Abstract Full article on Wiley Online Library:   HTML | PDF
Semi‐supervised clustering methods

Advanced Review
Eric Bair
Published Online: Jul 23 2013
DOI:10.1002/wics.1270

Abstract Full article on Wiley Online Library:   HTML | PDF
Electroencephalogram‐sleep study

Focus Article
Alexandra Piryatinska
Published Online: Jun 05 2013
DOI:10.1002/wics.1261

Abstract Full article on Wiley Online Library:   HTML | PDF
Identification of significant features in DNA microarray data

Overview
Eric Bair
Published Online: May 21 2013
DOI:10.1002/wics.1260

Abstract Full article on Wiley Online Library:   HTML | PDF
Image grand tour

Advanced Review
Wendy L. Martinez
Published Online: Apr 10 2013
DOI:10.1002/wics.1253

Abstract Full article on Wiley Online Library:   HTML | PDF
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