Volume 98, Issue 1-2

January 2015

Special issue on MultiClust: discovering, summarizing and using multiple clusterings; Guest Editors: Emmanuel Müller, Ira Assent, Stephan Günnemann, Thomas Seidl, and Jennifer Dy

12 articles in this issue

MultiClust special issue on discovering, summarizing and using multiple clusterings
Emmanuel Müller
Ira Assent
Jennifer Dy
Editorial 31 May 2014 Pages: 1 - 5
A framework to uncover multiple alternative clusterings
Xuan Hong Dang
James Bailey
OriginalPaper 22 March 2013 Pages: 7 - 30
Subjectively interesting alternative clusterings
Kleanthis-Nikolaos Kontonasios
Tijl De Bie
OriginalPaper 07 March 2013 Pages: 31 - 56
A flexible cluster-oriented alternative clustering algorithm for choosing from the Pareto front of solutions
Duy Tin Truong
Roberto Battiti
OriginalPaper 24 April 2013 Pages: 57 - 91
Enriched spatial comparison of clusterings through discovery of deviating subspaces
Eric Bae
James Bailey
OriginalPaper 09 March 2013 Pages: 93 - 120
The blind men and the elephant: on meeting the problem of multiple truths in data from clustering and pattern mining perspectives
Arthur Zimek
Jilles Vreeken
OriginalPaper 07 March 2013 Pages: 121 - 155
Unsupervised feature selection with ensemble learning
Haytham Elghazel
Alex Aussem
OriginalPaper 03 April 2013 Pages: 157 - 180
Metacluster-based Projective Clustering Ensembles
Francesco Gullo
Carlotta Domeniconi
Andrea Tagarelli
OriginalPaper 29 June 2013 Pages: 181 - 216
Unsupervised ensemble minority clustering
Edgar Gonzàlez
Jordi Turmo
OriginalPaper 03 July 2013 Pages: 217 - 268
Comparative study of matrix refinement approaches for ensemble clustering
Natthakan Iam-On
Tossapon Boongoen
OriginalPaper 10 April 2013 Pages: 269 - 300
Greedy learning of latent tree models for multidimensional clustering
Teng-Fei Liu
Nevin L. Zhang
Yi Wang
OriginalPaper 29 June 2013 Pages: 301 - 330
Probabilistic consensus clustering using evidence accumulation
André Lourenço
Samuel Rota Bulò
Marcello Pelillo
OriginalPaper 03 April 2013 Pages: 331 - 357

Volume 98, Issue 1-2

MultiClust special issue on discovering, summarizing and using multiple clusterings

A framework to uncover multiple alternative clusterings

Subjectively interesting alternative clusterings

A flexible cluster-oriented alternative clustering algorithm for choosing from the Pareto front of solutions

Enriched spatial comparison of clusterings through discovery of deviating subspaces

The blind men and the elephant: on meeting the problem of multiple truths in data from clustering and pattern mining perspectives

Unsupervised feature selection with ensemble learning

Metacluster-based Projective Clustering Ensembles

Unsupervised ensemble minority clustering

Comparative study of matrix refinement approaches for ensemble clustering

Greedy learning of latent tree models for multidimensional clustering

Probabilistic consensus clustering using evidence accumulation

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Volume 98, Issue 1-2

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