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75
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ICML
2008
IEEE
16 years 3 months ago
A rate-distortion one-class model and its applications to clustering
In one-class classification we seek a rule to find a coherent subset of instances similar to a few positive examples in a large pool of instances. The problem can be formulated an...
Koby Crammer, Partha Pratim Talukdar, Fernando Per...
124
Voted
CVPR
2005
IEEE
16 years 4 months ago
Generative versus Discriminative Methods for Object Recognition
Many approaches to object recognition are founded on probability theory, and can be broadly characterized as either generative or discriminative according to whether or not the di...
Ilkay Ulusoy, Christopher M. Bishop
128
Voted
CLOR
2006
15 years 6 months ago
Comparison of Generative and Discriminative Techniques for Object Detection and Classification
Many approaches to object recognition are founded on probability theory, and can be broadly characterized as either generative or discriminative according to whether or not the dis...
Ilkay Ulusoy, Christopher M. Bishop
114
Voted
DNA
2001
Springer
164views Bioinformatics» more  DNA 2001»
15 years 7 months ago
A Clause String DNA Algorithm for SAT
A DNA algorithm for SAT, the satisfiability of propositional formulae, is presented where the number of separation steps is given by the number of clauses of the instance. This re...
Vincenzo Manca, Claudio Zandron
135
Voted
EURONGI
2006
Springer
15 years 6 months ago
Framework for Resource Allocation in Heterogeneous Wireless Networks Using Game Theory
This is a framework for resource allocation in a heterogeneous system composed of various access networks, for instance Third Generation wireless networks (3G) and WLAN, in the pre...
Mariana Dirani, Tijani Chahed