一种基于代价敏感学习的范例推理方法及其应用研究

[1] Cost-Sensitive Feature Reduction Applied to a Hybrid Genetic A lgorithm. LAVRAC N,GAMBERGER D,TURNEY P. In Proceedings of the Seventh InternationalW orkshop on A lgorithm ic Learning Theory[C], Sydney, Australia . 1996

[2] M etaCost:A general m ethod for mak ing classifierscost-sensitive. DOM INGOS P. Proc.of the F ifth ACM SIFKDD int l.Conf.on Know ledge D iscovery Data M in ing . 1999

[3] Towards scalable learning with non-unifor class and cost distribution: A case study in credit card fraud detection. CHAN P,STOLFO S. In Proceedings of the Fourth International Conference on Knowledge D iscovery and Data M ining (KDD -98 )[C], August . 1999

[4] Toward Cost-Sensitive Modeling for Intrusion Detection and Response. LEE W,WEI F,M ILLER M. W orkshop on Intrusion Detection and Prevention, 7 th ACM Conference on Computer Security . 2000

[1] Cost-Sensitive Feature Reduction Applied to a Hybrid Genetic A lgorithm. LAVRAC N,GAMBERGER D,TURNEY P. In Proceedings of the Seventh InternationalW orkshop on A lgorithm ic Learning Theory[C], Sydney, Australia . 1996

[2] M etaCost:A general m ethod for mak ing classifierscost-sensitive. DOM INGOS P. Proc.of the F ifth ACM SIFKDD int l.Conf.on Know ledge D iscovery Data M in ing . 1999

[3] Towards scalable learning with non-unifor class and cost distribution: A case study in credit card fraud detection. CHAN P,STOLFO S. In Proceedings of the Fourth International Conference on Knowledge D iscovery and Data M ining (KDD -98 )[C], August . 1999

[4] Toward Cost-Sensitive Modeling for Intrusion Detection and Response. LEE W,WEI F,M ILLER M. W orkshop on Intrusion Detection and Prevention, 7 th ACM Conference on Computer Security . 2000