5209 search results - page 259 / 1042 » Multiobjective Data Clustering |
146
click to vote
UAI
2008
15 years 5 months ago
2008
Exemplar-based clustering methods have been shown to produce state-of-the-art results on a number of synthetic and real-world clustering problems. They are appealing because they ...
107
click to vote
NIPS
2003
15 years 5 months ago
2003
Significant progress in clustering has been achieved by algorithms that are based on pairwise affinities between the datapoints. In particular, spectral clustering methods have ...
163
click to vote
ICDM
2009
IEEE
15 years 2 months ago
2009
IEEE
We propose a hybrid clustering strategy by integrating heterogeneous information sources as graphs. The hybrid clustering method is extended on the basis of modularity based Louva...
159
click to vote
ICASSP
2011
IEEE
14 years 8 months ago
2011
IEEE
In this paper, a new method for evaluating the quality of clustering of genes is proposed based on mutual information criterion. Instead of using the conventional histogram-based ...
139
click to vote
KDD
2007
ACM
16 years 4 months ago
2007
ACM
Clustering with constraints is an emerging area of data mining research. However, most work assumes that the constraints are given as one large batch. In this paper we explore the...