1132 search results - page 89 / 227 » Classification by Discriminative Regularization |
CRV
2006
IEEE
15 years 5 months ago
2006
IEEE
This paper presents a novel method for image classification. It differs from previous approaches by computing image similarity based on region matching. Firstly, the images to be ...
COLT
2006
Springer
15 years 5 months ago
2006
Springer
We consider the problem of optimality, in a minimax sense, and adaptivity to the margin and to regularity in binary classification. We prove an oracle inequality, under the margin ...
112
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ICPR
2000
IEEE
15 years 5 months ago
2000
IEEE
We present a new Bayesian approach to object identification: variants. By object identification we mean the detection of the member (regular variant) of a given statistical popula...
108
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ICML
2008
IEEE
16 years 2 months ago
2008
IEEE
For two-class classification, it is common to classify by setting a threshold on class probability estimates, where the threshold is determined by ROC curve analysis. An analog fo...
108
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DOCENG
2003
ACM
15 years 6 months ago
2003
ACM
In this paper, we describe a comparative study on techniques of feature transformation and classification to improve the accuracy of automatic text classification. The normalizati...