280 search results - page 12 / 56 » A Semi-Supervised Document Clustering Algorithm Based on EM |
172
click to vote
SIGIR
2002
ACM
15 years 5 months ago
2002
ACM
Document clustering is useful in many information retrieval tasks: document browsing, organization and viewing of retrieval results, generation of Yahoo-like hierarchies of docume...
135
click to vote
EMNLP
2007
15 years 7 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...
165
click to vote
ICAPR
2005
Springer
15 years 11 months ago
2005
Springer
Abstract. This paper addresses the clustering problem of hidden dynamical systems behind observed multivariate sequences by assuming an interval-based temporal structure in the seq...
192
click to vote
MLMTA
2007
15 years 7 months ago
2007
— Cluster Ensembles is a framework for combining multiple partitionings obtained from separate clustering runs into a final consensus clustering. This framework has attracted mu...
168
click to vote
KDD
2002
ACM
16 years 6 months ago
2002
ACM
Text clustering methods can be used to structure large sets of text or hypertext documents. The well-known methods of text clustering, however, do not really address the special p...