Biplots: quantitative data
Overview
John C. Gower, Niël J. Le Roux, Sugnet Gardner‐Lubbe
Published Online: Sep 24 2014
DOI:10.1002/wics.1338
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Clustering and Classification
Article Type
- Primer (1)
- Overviews (9)
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Clustering and Classification
Community detection in complex networks: From statistical foundations to data science applications
Overview
Asim K. Dey, Yahui Tian, Yulia R. Gel
Published Online: Jun 04 2021
DOI:10.1002/wics.1566
Integrative clustering methods for multi‐omics data
Advanced Review
Ching‐Ti Liu, Hanfei Xu, Zhenwei Zhou, Xiaoyu Zhang
Published Online: Feb 08 2021
DOI:10.1002/wics.1553
Detecting clusters in multivariate response regression
Focus Article
Bradley S. Price, Corban Allenbrand, Ben Sherwood
Published Online: Feb 04 2021
DOI:10.1002/wics.1551
An introduction to persistent homology for time series
Primer
Nalini Ravishanker, Renjie Chen
Published Online: Feb 04 2021
DOI:10.1002/wics.1548
A convergence diagnostic for Bayesian clustering
Focus Article
Martin Lysy, Masoud Asgharian, Vahid Partovi Nia
Published Online: Nov 10 2020
DOI:10.1002/wics.1536
Aggregating predictions from experts: A review of statistical methods, experiments, and applications
Advanced Review
Thomas McAndrew, Nutcha Wattanachit, Graham C. Gibson, Nicholas G. Reich
Published Online: Jun 16 2020
DOI:10.1002/wics.1514
Adversarial machine learning for cybersecurity and computer vision: Current developments and challenges
Advanced Review
Bowei Xi
Published Online: Apr 21 2020
DOI:10.1002/wics.1511
Clustering of multivariate geostatistical data
Focus Article
Francky Fouedjio
Published Online: Mar 26 2020
DOI:10.1002/wics.1510
Random projections: Data perturbation for classification problems
Advanced Review
Timothy I. Cannings
Published Online: Feb 05 2020
DOI:10.1002/wics.1499
Filtering‐based approaches for functional data classification
Advanced Review
Ci‐Ren Jiang, Lu‐Hung Chen
Published Online: Jan 06 2020
DOI:10.1002/wics.1490
Soft clustering
Advanced Review
Paolo Giordani, Maria Brigida Ferraro
Published Online: Jun 17 2019
DOI:10.1002/wics.1480
Nonparametric density estimation for high‐dimensional data—Algorithms and applications
Advanced Review
Zhipeng Wang, David W. Scott
Published Online: Apr 02 2019
DOI:10.1002/wics.1461
On sufficient dimension reduction for functional data: Inverse moment‐based methods
Advanced Review
Jun Song
Published Online: Mar 27 2019
DOI:10.1002/wics.1459
Distance‐based clustering of mixed data
Advanced Review
Angelos Markos, Alfonso Iodice D'Enza, Michel van de Velden
Published Online: Nov 05 2018
DOI:10.1002/wics.1456
Time series clustering and classification via frequency domain methods
Focus Article
Scott H. Holan, Nalini Ravishanker
Published Online: Jul 20 2018
DOI:10.1002/wics.1444
A review of quadratic discriminant analysis for high‐dimensional data
Overview
Yingli Qin
Published Online: May 17 2018
DOI:10.1002/wics.1434
Hierarchical clustering for histogram data
Advanced Review
Jaejik Kim, L. Billard
Published Online: Aug 10 2017
DOI:10.1002/wics.1405
Thinking by classes in data science: the symbolic data analysis paradigm
Overview
Edwin Diday
Published Online: Aug 19 2016
DOI:10.1002/wics.1384
A survey on Neyman‐Pearson classification and suggestions for future research
Advanced Review
Xin Tong, Yang Feng, Anqi Zhao
Published Online: Feb 26 2016
DOI:10.1002/wics.1376
Use of majority votes in statistical learning
Overview
Mu Zhu
Published Online: Aug 27 2015
DOI:10.1002/wics.1362
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
Bayesian co‐clustering
Advanced Review
Carlotta Domeniconi, Kathryn Laskey
Published Online: Jul 06 2015
DOI:10.1002/wics.1359
Learning ordinal data
Focus Article
Xingye Qiao
Published Online: Jun 18 2015
DOI:10.1002/wics.1357
Distance‐weighted discrimination
Focus Article
J. S. Marron
Published Online: Jan 14 2015
DOI:10.1002/wics.1345