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ICML
2006
IEEE
16 years 9 days ago
Multiclass reduced-set support vector machines
There are well-established methods for reducing the number of support vectors in a trained binary support vector machine, often with minimal impact on accuracy. We show how reduce...
Benyang Tang, Dominic Mazzoni
MIR
2006
ACM
354views Multimedia» more  MIR 2006»
16 years 9 days ago
Constant tangential angle elected interest points
This paper presents a new interest points detector whose goal is to better catch visual attention than standard detectors. It is based on the generalization of Loy and Zelinsky tr...
Ahmed Rebai, Alexis Joly, Nozha Boujemaa
ICPR
2010
IEEE
15 years 12 months ago
Pairwise Features for Human Action Recognition
Existing action recognition approaches mainly rely on the discriminative power of individual local descriptors extracted from spatio-temporal interest points (STIP), while the geo...
Anh Phuong Ta, Christian Wolf, Guillaume Lavoue, A...
ICDM
2005
IEEE
143views Data Mining» more  ICDM 2005»
15 years 12 months ago
Effective Estimation of Posterior Probabilities: Explaining the Accuracy of Randomized Decision Tree Approaches
There has been increasing number of independently proposed randomization methods in different stages of decision tree construction to build multiple trees. Randomized decision tre...
Wei Fan, Ed Greengrass, Joe McCloskey, Philip S. Y...
ICITA
2005
IEEE
15 years 12 months ago
A Structured Peer-to-Peer Method to Discover QoS Enhanced Alternate Paths
In the next generation Internet, the network should not only be considered as a communication medium, but also as an endless source of services available to the end-systems. These...
Thierry Rakotoarivelo, Patrick Sénac, Aruna...