RuleCOSI: Combination and simplification of production rules from boosted decision trees for imbalanced classification-Reference-Cited by-同舟云学术

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RuleCOSI: Combination and simplification of production rules from boosted decision trees for imbalanced classification

Published:2019-07 Issue: Volume:126 Page:64-82
ISSN:0957-4174
Container-title:Expert Systems with Applications
language:en
Short-container-title:Expert Systems with Applications

Author:

Obregon Josue,Kim Aekyung,Jung Jae-Yoon^ORCID

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference40 articles.

1. Rule extraction from ensemble methods using aggregated decision trees;Al Iqbal,2012

2. Fast algorithms for mining association rules;Agarwal,1994

3. Bache, K., & Lichman, M. (2013). UCI Machine Learning Repository. In.

4. Bagging predictors;Breiman;Machine Learning,1996

5. SMOTEBoost: Improving prediction of the minority class in boosting;Chawla,2003

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