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125
Voted
KES
2006
Springer
15 years 16 days ago
2006
Springer
Abstract. The aim of this work is to forecast future events in financial data sets, in particular, we focus our attention on situations where positive instances are rare, which fal...
90
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PAMI
2006
15 years 16 days ago
2006
Gaussian process classifiers (GPCs) are Bayesian probabilistic kernel classifiers. In GPCs, the probability of belonging to a certain class at an input location is monotonically re...
101
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NDSS
2007
IEEE
15 years 6 months ago
2007
IEEE
Fingerprinting is a widely used technique among the networking and security communities for identifying different implementations of the same piece of networking software running ...
130
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MLDM
2007
Springer
15 years 6 months ago
2007
Springer
Recursive Feature Elimination (RFE) combined with feature ranking is an effective technique for eliminating irrelevant features when the feature dimension is large, but it is diffi...
101
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EPIA
2005
Springer
15 years 6 months ago
2005
Springer
Abstract. A new machine learning approach is presented for automatic detection of Mediterranean water eddies from sea surface temperature maps of the Atlantic Ocean. A pre-processi...