1413 search results - page 50 / 283 » A New Machine Learning Approach to Fingerprint Classificatio... |
101
Voted
AAAI
2008
15 years 3 months ago
2008
We introduce the problem of zero-data learning, where a model must generalize to classes or tasks for which no training data are available and only a description of the classes or...
108
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ADCS
2004
15 years 2 months ago
2004
In this paper we study the effectiveness of using a phrase-based representation in e-mail classification, and the affect this approach has on a number of machine learning algorithm...
105
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ICML
2004
IEEE
16 years 2 months ago
2004
IEEE
The assumptions behind linear classifiers for categorical data are examined and reformulated in the context of the multinomial manifold, the simplex of multinomial models furnishe...
124
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ICML
2009
IEEE
16 years 2 months ago
2009
IEEE
A key aspect of semantic image segmentation is to integrate local and global features for the prediction of local segment labels. We present an approach to multi-class segmentatio...
137
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ADMA
2009
Springer
15 years 8 months ago
2009
Springer
Image spam is a new trend in the family of email spams. The new image spams employ a variety of image processing technologies to create random noises. In this paper, we propose a s...