1420 search results - page 89 / 284 » Cluster Ensemble Selection |
105
click to vote
AE
2003
Springer
15 years 5 months ago
2003
Springer
Abstract. We propose a new niching method for Evolutionary Algorithms which is able to identify and track global and local optima in a multimodal search space. To prevent the loss ...
102
Voted
ERCIMDL
2003
Springer
15 years 5 months ago
2003
Springer
Abstract. In this paper we propose the clustering of top-ranking sentences (TRS) for effective information access. Top-ranking sentences are selected by a query-biased sentence ex...
85
Voted
KDD
2004
ACM
16 years 1 months ago
2004
ACM
We propose and test an objective criterion for evaluation of clustering performance: How well does a clustering algorithm run on unlabeled data aid a classification algorithm? The...
ECML
2006
Springer
15 years 4 months ago
2006
Springer
Recently, stability-based techniques have emerged as a very promising solution to the problem of cluster validation. An inherent drawback of these approaches is the computational c...
122
click to vote
ESANN
2007
15 years 2 months ago
2007
We study dimensionality reduction or feature selection in text document categorization problem. We focus on the first step in building text categorization systems, that is the cho...