1131 search results - page 120 / 227 » Generalization Improvement in Multi-Objective Learning |
100
Voted
GECCO
2007
Springer
15 years 6 months ago
2007
Springer
This paper analyzes the scalability of the population size required in XCS to maintain niches that are infrequently activated. Facetwise models have been developed to predict the ...
117
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ICRA
2006
IEEE
15 years 6 months ago
2006
IEEE
— The Mobile Robot Programming Laboratory course has been taught at Carnegie Mellon University for the past twelve years. It is a problem-driven class designed for students with ...
ECML
2005
Springer
15 years 6 months ago
2005
Springer
Abstract. Rule induction has attracted a great deal of attention in Machine Learning and Data Mining. However, generating rules is not an end in itself because their applicability ...
97
Voted
ECML
2003
Springer
15 years 5 months ago
2003
Springer
Abstract. This paper studies the properties and performance of models for estimating local probability distributions which are used as components of larger probabilistic systems â€...
109
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GECCO
2006
Springer
15 years 4 months ago
2006
Springer
This paper analyzes the behavior of the XCS classifier system on imbalanced datasets. We show that XCS with standard parameter settings is quite robust to considerable class imbal...