280 search results - page 12 / 56 » A Semi-Supervised Document Clustering Algorithm Based on EM |
125
Voted
SIGIR
2002
ACM
15 years 1 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...
92
Voted
EMNLP
2007
15 years 3 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...
115
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ICAPR
2005
Springer
15 years 7 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...
139
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MLMTA
2007
15 years 3 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...
117
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KDD
2002
ACM
16 years 2 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...