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76
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KI
2009
Springer
15 years 6 months ago
Generalized Clustering via Kernel Embeddings
Abstract. We generalize traditional goals of clustering towards distinguishing components in a non-parametric mixture model. The clusters are not necessarily based on point locatio...
Stefanie Jegelka, Arthur Gretton, Bernhard Sch&oum...
80
Voted
ICC
2009
IEEE
100views Communications» more  ICC 2009»
15 years 7 months ago
Fair and Flexible Budget-Based Clustering
—An efficient way to bound the size of clusters in large-scale self-organizing wireless networks is to rely on a budget-based strategy. The side effect of conventional budgetbas...
Fehmi Ben Abdesslem, Artur Ziviani, Marcelo Dias d...
IC3K
2009
14 years 10 months ago
Unsupervised Discriminant Embedding in Cluster Spaces
Eniko Szekely, Eric Bruno, Stéphane Marchan...
107
Voted
AINA
2009
IEEE
15 years 7 months ago
VirtCloud: Virtualising Network for Grid Environments
Networking infrastructure is a vital part of virtual computer clusters. This paper describes VirtCloud, a system for interconnecting virtual clusters in a state-wide network based...
David Antos, Ludek Matyska, Petr Holub, Jirí...
108
Voted
IM
2008
15 years 7 days ago
Finding Strongly Knit Clusters in Social Networks
Social networks are ubiquitous. The discovery of close-knit clusters in these networks is of fundamental and practical interest. Existing clustering criteria are limited in that c...
Nina Mishra, Robert Schreiber, Isabelle Stanton, R...