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201
Voted
ICDM
2002
IEEE
15 years 11 months ago
2002
IEEE
In view of the substantial number of existing feature selection algorithms, the need arises to count on criteria that enables to adequately decide which algorithm to use in certai...
172
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AUSDM
2006
Springer
15 years 10 months ago
2006
Springer
This paper applies a Bayesian network to model multi criteria distribution maps and to discover knowledge contained in spatial data. The procedure consists of three steps: pre pro...
170
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SDM
2007
SIAM
15 years 7 months ago
2007
SIAM
In this paper we formulate spectral clustering in directed graphs as an optimization problem, the objective being a weighted cut in the directed graph. This objective extends seve...
154
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DMIN
2009
15 years 4 months ago
2009
In high dimensional data sets not all dimensions contain an equal amount of information and most of the time global features are more important than local differences. This makes ...
191
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KDD
2003
ACM
16 years 6 months ago
2003
ACM
There is extensive interest in automating the collection, organization and summarization of biological data. Data in the form of figures and accompanying captions in literature pr...