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» On Discriminative Semi-Supervised Classification
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BIOINFORMATICS
2004
40views more  BIOINFORMATICS 2004»
15 years 3 months ago
Mismatch string kernels for discriminative protein classification
Christina S. Leslie, Eleazar Eskin, Adiel Cohen, J...
117
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CONEXT
2010
ACM
15 years 2 months ago
Internet traffic classification demystified: on the sources of the discriminative power
Yeon-sup Lim, Hyunchul Kim, Jiwoong Jeong, Chong-k...
131
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WWW
2007
ACM
16 years 4 months ago
Identifying and discriminating between web and peer-to-peer traffic in the network core
Traffic classification is the ability to identify and categorize network traffic by application type. In this paper, we consider the problem of traffic classification in the netwo...
Jeffrey Erman, Anirban Mahanti, Martin F. Arlitt, ...
167
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UAI
2004
15 years 5 months ago
The Minimum Information Principle for Discriminative Learning
Exponential models of distributions are widely used in machine learning for classification and modelling. It is well known that they can be interpreted as maximum entropy models u...
Amir Globerson, Naftali Tishby