2661 search results - page 7 / 533 » Analysis of Agglomerative Clustering |
FSTTCS
2001
Springer
13 years 12 months ago
2001
Springer
Abstract. We propose a novel approach to clustering, based on deterministic analysis of random walks on the weighted graph associated with the clustering problem. The method is cen...
NIPS
2007
13 years 8 months ago
2007
We introduce a new Bayesian model for hierarchical clustering based on a prior over trees called Kingman’s coalescent. We develop novel greedy and sequential Monte Carlo inferen...
CLASSIFICATION
2008
13 years 7 months ago
2008
: In agglomerative hierarchical clustering, pair-group methods suffer from a problem of non-uniqueness when two or more distances between different clusters coincide during the ama...
WCRE
2008
IEEE
14 years 1 months ago
2008
IEEE
High-level software artifacts, such as requirements, domain-specific requirements, and so on, are an important source of information that is often neglected during the reverse- an...
ICADL
2007
Springer
14 years 1 months ago
2007
Springer
Most of the previous works that disambiguate personal names in Web search results often employ agglomerative clustering approaches. In contrast, we have adopted a semi-supervised c...