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» A Set Correlation Model for Partitional Clustering
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PAKDD
2010
ACM
160views Data Mining» more  PAKDD 2010»
14 years 3 months ago
A Set Correlation Model for Partitional Clustering
Xuan Vinh Nguyen, Michael E. Houle
COLT
2007
Springer
14 years 5 months ago
Resource-Bounded Information Gathering for Correlation Clustering
We present a new class of problems, called resource-bounded information gathering for correlation clustering. Our goal is to perform correlation clustering under circumstances in w...
Pallika Kanani, Andrew McCallum
ICML
2005
IEEE
14 years 11 months ago
Error bounds for correlation clustering
This paper presents a learning theoretical analysis of correlation clustering (Bansal et al., 2002). In particular, we give bounds on the error with which correlation clustering r...
Thorsten Joachims, John E. Hopcroft
KDD
2006
ACM
145views Data Mining» more  KDD 2006»
14 years 11 months ago
Deriving quantitative models for correlation clusters
Correlation clustering aims at grouping the data set into correlation clusters such that the objects in the same cluster exhibit a certain density and are all associated to a comm...
Arthur Zimek, Christian Böhm, Elke Achtert, H...
PAKDD
2010
ACM
134views Data Mining» more  PAKDD 2010»
14 years 25 days ago
A Robust Seedless Algorithm for Correlation Clustering
Abstract. Finding correlation clusters in the arbitrary subspaces of highdimensional data is an important and a challenging research problem. The current state-of-the-art correlati...
Mohammad S. Aziz, Chandan K. Reddy