5880 search results - page 264 / 1176 » Data Clustering: A Review |
141
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NIPS
2003
15 years 8 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 ...
195
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ICDM
2009
IEEE
15 years 4 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...
207
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ICASSP
2011
IEEE
14 years 10 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 ...
180
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BIB
2007
15 years 6 months ago
2007
The application of informatics to neuroscience goes far beyond ‘traditional’ bioinformatics modalities such as DNA sequences. In this review, we describe how informatics is be...
188
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KDD
2007
ACM
16 years 7 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...