3718 search results - page 450 / 744 » On learning with dissimilarity functions |
154
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ICASSP
2008
IEEE
16 years 1 months ago
2008
IEEE
The conventional method of generating a basis that is optimally adapted (in MSE) for representation of an ensemble of signals is Principal Component Analysis (PCA). A more ambitio...
186
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NDSS
2007
IEEE
16 years 1 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 ...
177
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ECML
2007
Springer
16 years 28 days ago
2007
Springer
In this paper we address a method of source separation in the case where sources have certain temporal structures. The key contribution in this paper is to incorporate Gaussian pro...
168
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ICCBR
2007
Springer
16 years 28 days ago
2007
Springer
Current efficient planners employ an informed search guided by a heuristic function that is quite expensive to compute. Thus, ordering nodes in the search tree becomes a key issue,...
198
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ICML
2004
IEEE
16 years 6 days ago
2004
IEEE
This paper introduces RankOpt, a linear binary classifier which optimises the area under the ROC curve (the AUC). Unlike standard binary classifiers, RankOpt adopts the AUC stat...