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» Clustering by Pattern Similarity
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125
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ICTAI
2005
IEEE
15 years 9 months ago
Cellular Ants: Combining Ant-Based Clustering with Cellular Automata
This paper proposes a novel data clustering algorithm, coined ‘cellular ants’, which combines principles of cellular automata and ant colony optimization algorithms to group s...
Andrew Vande Moere, Justin James Clayden
170
Voted
EUSFLAT
2003
155views Fuzzy Logic» more  EUSFLAT 2003»
15 years 5 months ago
Fuzzy clustering for indexing in the GAMBAL information retrieval system
Gambal is an information retrieval system for indexing and accessing web pages that includes graphical interfaces to ease web page search and accessing. In particular, the interfa...
Vicenç Torra, Sergi Lanau, Sadaaki Miyamoto
105
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ICPR
2006
IEEE
16 years 4 months ago
Bayesian Feedback in Data Clustering
In many clustering applications, the user has some vague notion of the number and membership of the desired clusters. However, it is difficult for the user to provide such knowled...
Anil K. Jain, Pavan Kumar Mallapragada, Martin H. ...
129
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SDM
2009
SIAM
176views Data Mining» more  SDM 2009»
16 years 29 days ago
Constraint-Based Subspace Clustering.
In high dimensional data, the general performance of traditional clustering algorithms decreases. This is partly because the similarity criterion used by these algorithms becomes ...
Élisa Fromont, Adriana Prado, Céline...
144
Voted
SSDBM
2005
IEEE
218views Database» more  SSDBM 2005»
15 years 9 months ago
The "Best K" for Entropy-based Categorical Data Clustering
With the growing demand on cluster analysis for categorical data, a handful of categorical clustering algorithms have been developed. Surprisingly, to our knowledge, none has sati...
Keke Chen, Ling Liu