105 search results - page 6 / 21 » Why so many clustering algorithms: a position paper |
123
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BCB
2010
14 years 4 months ago
2010
Markov Clustering (MCL) is a popular algorithm for clustering networks in bioinformatics such as protein-protein interaction networks and protein similarity networks. An important...
102
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TVLSI
2010
14 years 4 months ago
2010
K-Means is a clustering algorithm that is widely applied in many fields, including pattern classification and multimedia analysis. Due to real-time requirements and computational-c...
WACV
2008
IEEE
15 years 4 months ago
2008
IEEE
In recent years, many researchers are studying object categorization problem. It is reported that bag of keypoints approach which is based on local features without topological in...
BMCBI
2008
2008
Modifying the DPClus algorithm for identifying protein complexes based on new topological structures
14 years 10 months ago
Background: Identification of protein complexes is crucial for understanding principles of cellular organization and functions. As the size of protein-protein interaction set incr...
COLT
2008
Springer
14 years 11 months ago
2008
Springer
We study the problem of clustering discrete probability distributions with respect to the Kullback-Leibler (KL) divergence. This problem arises naturally in many applications. Our...