5096 search results - page 109 / 1020 » Landscape of Clustering Algorithms |
138
Voted
FUZZIEEE
2007
IEEE
15 years 11 months ago
2007
IEEE
Abstract—In contrast to standard fuzzy clustering, which optimizes a set of prototypes, one for each cluster, this paper studies fuzzy clustering without prototypes. Starting fro...
131
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ICCV
2005
IEEE
15 years 10 months ago
2005
IEEE
We derive the clustering problem from first principles showing that the goal of achieving a probabilistic, or ”hard”, multi class clustering result is equivalent to the algeb...
154
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FSKD
2005
Springer
15 years 10 months ago
2005
Springer
Abstract. A fuzzy c-means algorithm incorporating the notion of dominant colors and spatial homogeneity is proposed for the color clustering problem. The proposed algorithm extract...
136
Voted
KDD
2002
ACM
16 years 5 months ago
2002
ACM
Data clustering methods have been proven to be a successful data mining technique in the analysis of gene expression data. The Cluster affinity search technique (CAST) developed b...
123
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CLUSTER
2007
IEEE
15 years 11 months ago
2007
IEEE
— Data mining in biological structure libraries can be a powerful tool to better understand biochemical processes. This article introduces the LISA algorithm which enables the re...