1614 search results - page 98 / 323 » Learning Rules and Their Exceptions |
CSREASAM
2003
14 years 11 months ago
2003
Automated rule induction procedures like machine learning and statistical techniques result in rules that lack generalization and maintainability. Developing rules manually throug...
SDM
2004
SIAM
14 years 11 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...
TFS
2008
14 years 9 months ago
2008
Abstract--This paper considers the automatic design of fuzzyrule-based classification systems from labeled data. The performance of classifiers and the interpretability of generate...
ADMA
2008
Springer
15 years 4 months ago
2008
Springer
Association rules mining is a frequently used technique which finds interesting association and correlation relationships among large set of data items which occur frequently toge...
AUSAI
1999
Springer
15 years 2 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,...