1413 search results - page 186 / 283 » A Theory for Memory-Based Learning |
160
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RSFDGRC
2005
Springer
15 years 11 months ago
2005
Springer
Abstract. Feature selection refers to the problem of selecting those input features that are most predictive of a given outcome; a problem encountered in many areas such as machine...
167
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COLT
2004
Springer
15 years 11 months ago
2004
Springer
Abstract. The Gram matrix plays a central role in many kernel methods. Knowledge about the distribution of eigenvalues of the Gram matrix is useful for developing appropriate model...
129
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METRICS
2003
IEEE
15 years 11 months ago
2003
IEEE
Design patterns are recognized, named solutions to common design problems. The use of the most commonly referenced design patterns should promote adaptable and reusable program co...
156
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SIGIR
2003
ACM
15 years 11 months ago
2003
ACM
We present SETS, an architecture for efficient search in peer-to-peer networks, building upon ideas drawn from machine learning and social network theory. The key idea is to arran...
145
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ISMIS
2003
Springer
15 years 11 months ago
2003
Springer
We propose an intelligent document title classification agent based on a theory of information inference. The information is represented as vectorial spaces computed by a cognitive...