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» Model-based overlapping clustering
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69
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CJ
1998
60views more  CJ 1998»
15 years 25 days ago
How Many Clusters? Which Clustering Method? Answers Via Model-Based Cluster Analysis
Chris Fraley, Adrian E. Raftery
106
Voted
DAGM
2008
Springer
15 years 2 months ago
Boosting for Model-Based Data Clustering
In this paper a novel and generic approach for model-based data clustering in a boosting framework is presented. This method uses the forward stagewise additive modeling to learn t...
Amir Saffari, Horst Bischof
COLING
2002
15 years 29 days ago
A Method of Cluster-Based Indexing of Textual Data
This paper presents a framework for clustering in text-based information retrieval systems. The prominent feature of the proposed method is that documents, terms, and other relate...
Akiko N. Aizawa
SOCIALCOM
2010
14 years 11 months ago
Measuring Similarity between Sets of Overlapping Clusters
The typical task of unsupervised learning is to organize data, for example into clusters, typically disjoint clusters (eg. the K-means algorithm). One would expect (for example) a...
Mark K. Goldberg, Mykola Hayvanovych, Malik Magdon...
105
Voted
CLUSTER
2002
IEEE
15 years 6 months ago
COMB: A Portable Benchmark Suite for Assessing MPI Overlap
This paper describes a portable benchmark suite that assesses the ability of cluster networking hardware and software to overlap MPI communication and computation. The Communicati...
William Lawry, Christopher Wilson, Arthur B. Macca...