2088 search results - page 23 / 418 » MABAC - Matrix Based Clustering Algorithm |
EMNLP
2007
15 years 2 months ago
2007
We present V-measure, an external entropybased cluster evaluation measure. Vmeasure provides an elegant solution to many problems that affect previously defined cluster evaluatio...
156
click to vote
KDD
2007
ACM
16 years 1 months ago
2007
ACM
Existing data-stream clustering algorithms such as CluStream are based on k-means. These clustering algorithms are incompetent to find clusters of arbitrary shapes and cannot hand...
119
click to vote
SDM
2009
SIAM
15 years 10 months ago
2009
SIAM
To obtain correlated and complementary information contained in text mining and bibliometrics, hybrid clustering to incorporate textual content and citation information has become...
116
click to vote
ICDM
2005
IEEE
15 years 7 months ago
2005
IEEE
Combining multiple clusterings arises in various important data mining scenarios. However, finding a consensus clustering from multiple clusterings is a challenging task because ...
122
click to vote
ICML
2005
IEEE
16 years 2 months ago
2005
IEEE
Despite of the large number of algorithms developed for clustering, the study on comparing clustering results is limited. In this paper, we propose a measure for comparing cluster...