2634 search results - page 307 / 527 » Argument based machine learning |
106
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MCS
2001
Springer
15 years 6 months ago
2001
Springer
Using an ensemble of classifiers instead of a single classifier has been shown to improve generalization performance in many machine learning problems [4, 16]. However, the exten...
102
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ATAL
2007
Springer
15 years 6 months ago
2007
Springer
In many settings, agents need to identify competent partners to assist them in accomplishing tasks. Direct experience may not provide sufficient data to learn the competence of ot...
154
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GECCO
2006
Springer
15 years 6 months ago
2006
Springer
In this paper we embed evolutionary computation into statistical learning theory. First, we outline the connection between large margin optimization and statistical learning and s...
140
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IUI
2000
ACM
15 years 6 months ago
2000
ACM
In recent years, many systems and approaches for recommending information, products or other objects have been developed. In these systems, often machine learning methods that nee...
110
Voted
ICML
2003
IEEE
16 years 3 months ago
2003
IEEE
This paper addresses the problem of classification in situations where the data distribution is not homogeneous: Data instances might come from different locations or times, and t...