1413 search results - page 32 / 283 » A Theory for Memory-Based Learning |
136
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ACE
2003
15 years 6 months ago
2003
Web engineering constitutes the employment of an engineering approach to the development of Web applications. Its main teaching objectives are for students to learn what an engine...
150
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JMLR
2010
14 years 11 months ago
2010
We present a general method for explaining individual predictions of classification models. The method is based on fundamental concepts from coalitional game theory and prediction...
162
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KDD
2012
ACM
13 years 7 months ago
2012
ACM
In order to minimize redundancy and optimize coverage of multiple user interests, search engines and recommender systems aim to diversify their set of results. To date, these dive...
133
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ICML
2004
IEEE
16 years 5 months ago
2004
IEEE
Feature selection is the task of choosing a small set out of a given set of features that capture the relevant properties of the data. In the context of supervised classification ...
172
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COLT
2000
Springer
15 years 8 months ago
2000
Springer
In the present paper, we present the theoretical basis, as well as an empirical validation, of a protocol designed to obtain effective VC dimension estimations in the case of a si...