4526 search results - page 288 / 906 » An overview of clustering methods |
198
click to vote
ICML
2004
IEEE
16 years 7 months ago
2004
IEEE
The performance of graph based clustering methods critically depends on the quality of the distance function, used to compute similarities between pairs of neighboring nodes. In t...
166
click to vote
HPDC
2002
IEEE
15 years 11 months ago
2002
IEEE
Clusters of workstations have become a cost-effective means of performing scientific computations. However, large network latencies, resource sharing, and heterogeneity found in ...
198
click to vote
AAAI
2008
15 years 9 months ago
2008
In this paper, we present a general data clustering algorithm which is based on the asymmetric pairwise measure of Markov random walk hitting time on directed graphs. Unlike tradi...
201
click to vote
SDM
2008
SIAM
15 years 8 months ago
2008
SIAM
Maximum margin clustering (MMC) is a recently proposed clustering method, which extends the theory of support vector machine to the unsupervised scenario and aims at finding the m...
192
click to vote
INTR
2010
15 years 5 months ago
2010
Purpose – Web search engines are frequently used by people to locate information on the Internet. However, not all queries have an informational goal. Instead of information, so...