5096 search results - page 171 / 1020 » Landscape of Clustering Algorithms |
143
Voted
INFOCOM
2002
IEEE
15 years 10 months ago
2002
IEEE
Numerous clustering algorithms have been proposed that can support routing in mobile ad hoc networks (MANETs). However, there is very little formal analysis that considers the comm...
161
Voted
PAKDD
2001
ACM
15 years 9 months ago
2001
ACM
Data clustering methods have many applications in the area of data mining. Traditional clustering algorithms deal with quantitative or categorical data points. However, there exist...
141
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ICASSP
2011
IEEE
14 years 8 months ago
2011
IEEE
Clustering is a basic task in a variety of machine learning applications. Partitioning a set of input vectors into compact, wellseparated subsets can be severely affected by the p...
138
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ASPDAC
1999
ACM
15 years 9 months ago
1999
ACM
In this paper, two faster and better spectral algorithms are presented for the multi-way circuit partitioning problem with the objective of minimizing the Scaled Cost. As pointed ...
146
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ESANN
2004
15 years 6 months ago
2004
Self-Organizing Maps (SOM) are very powerful tools for data mining, in particular for visualizing the distribution of the data in very highdimensional data sets. Moreover, the 2D m...