83 search results - page 7 / 17 » Meta-Learning Rule Learning Heuristics |
85
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GECCO
2004
Springer
15 years 5 months ago
2004
Springer
A swarm algorithm framework (SWAF), realized by agent-based modeling, is presented to solve numerical optimization problems. Each agent is a bare bones cognitive architecture, whic...
AAAI
1993
15 years 29 days ago
1993
Automating the construction of semantic grammars is a di cult and interesting problem for machine learning. This paper shows how the semantic-grammar acquisition problem can be vi...
150
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IWCLS
2007
Springer
15 years 5 months ago
2007
Springer
Learning Classifier Systems use evolutionary algorithms to facilitate rule- discovery, where rule fitness is traditionally payoff based and assigned under a sharing scheme. Most c...
107
Voted
SDM
2004
SIAM
15 years 1 months ago
2004
SIAM
This paper explores a novel framework for building regression models using association rules. The model consists of an ordered set of IF-THEN rules, where the rule consequent is t...
89
Voted
AUSAI
1999
Springer
15 years 3 months ago
1999
Springer
Model trees—decision trees with linear models at the leaf nodes—have recently emerged as an accurate method for numeric prediction that produces understandable models. However,...