Art

J-GLOBAL ID：200902193709464927   Reference number：96A0772766

Generating a Set of Pareto Optimal Decision Trees by Genetic Algorithms.

GAによるパレート最適な決定木集合の生成

Author (3)： KOBAYASHI SHIGENOBU (東京工大 大学院) ,  YOSHIDA KOJI (東京工大 大学院) ,  YAMAMURA MASAYUKI (東京工大 大学院)
Material： 人工知能学会誌  (Journal of the Japanese Society for Artificial Intelligence)
Volume： 11  Issue： 5  Page： 778-785  Publication year： Sep. 1996 
JST Material Number： X0330A  ISSN： 0912-8085  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： JAPANESE (JA)

Thesaurus term： inductive inference ,...
Semi thesaurus term： pruning ,...

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JST classification (2)： Artificial intelligence  (JE08000Z) ,  Mathematical programmings  (KA03030M)

Reference (18)：

• ALMUALLIM, H. Learning with Many Irrelevant Features. 9th Nat. Conf. on Artificial Intelligence. 1991, 547-552
• BOHANEC, M. Trading Accuracy for Simplicity in Decision Trees. Machine Learning. 1994, 15, 223-250
• FAYYAD, U. M. Branching on Attribute Values in Decision Tree Generation. AAAI'94. 1994, 601-606
• FONSECA, C. M. Genetic Algorithms for Multiobjective Optimization : Formulation, Discussion and Generalization. 5th ICGA. 1993, 416-423
• HORN, J. A Niched Pareto Genetic Algorithm for Multiobjective Optimization. 1st IEEE Conf. on Evolutional Computation. 1994, 82-87

Terms in the title (4)： Ga ,  パレート最適 ,  決定木 ,  集合