434 search results - page 21 / 87 » Generative models for similarity-based classification |
CLASSIFICATION
2004
13 years 7 months ago
2004
: We propose a new nonparametric family of oscillation heuristics for improving linear classifiers in the two-group discriminant problem. The heuristics are motivated by the intuit...
ESEM
2008
ACM
13 years 9 months ago
2008
ACM
Benchmarks provide an experimental basis for evaluating software engineering processes or techniques in an objective and repeatable manner. We present the FAULTBENCH v0.1 benchmar...
ANLP
2000
13 years 9 months ago
2000
The eventual goal of a language model is to accurately predict the value of a missing word given its context. We present an approach to word prediction that is based on learning a...
CVPR
2008
IEEE
14 years 9 months ago
2008
IEEE
Classifying an event captured in an image is useful for understanding the contents of the image. The captured event provides context to refine models for the presence and appearan...
ICIP
2005
IEEE
14 years 9 months ago
2005
IEEE
We propose a probabilistic object classifier for outdoor scene analysis as a first step in solving the problem of scene context generation. The method begins with a top-down contr...