797 search results - page 50 / 160 » Adaptive Optimization of the Number of Clusters in Fuzzy Clu... |
191
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INFOCOM
2005
IEEE
15 years 11 months ago
2005
IEEE
— In this paper, information theoretic techniques are used to derive analytic expressions for the minimum expected length of control messages exchanged by proactive routing in a ...
176
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BMCBI
2008
15 years 6 months ago
2008
Background: The analysis of large-scale data sets via clustering techniques is utilized in a number of applications. Biclustering in particular has emerged as an important problem...
154
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ICIP
2009
IEEE
15 years 3 months ago
2009
IEEE
In this paper we present a parameter optimisation procedure that is designed to automatically initialise the number of clusters and the initial colour prototypes required by data ...
157
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COLT
2010
Springer
15 years 4 months ago
2010
Springer
One of the most widely used techniques for data clustering is agglomerative clustering. Such algorithms have been long used across many different fields ranging from computational...
178
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CVPR
2008
IEEE
16 years 8 months ago
2008
IEEE
Pairwise constraints specify whether or not two samples should be in one cluster. Although it has been successful to incorporate them into traditional clustering methods, such as ...