Journal of Guangxi Normal University(Natural Science Edition) ›› 2011, Vol. 29 ›› Issue (2): 110-113.
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LIAO Yuan-xiu, ZHOU Sheng-ming
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[1] NUNEZ M.The use of background knowledge in decision tree induction[J].Machine Learning,1991,6(3):231-250. [2] TAN Ming.Cost-sensitive learning of classification knowledge andits applications in robotics[J].Machine Learning,1993,13(1):7-33. [3] TURNEY P.Types of cost in inductive concept learning[C]//Workshop on Cost-Sensitive Learning at the Seven-teenth International Conference onMachine Learning.Stanford,CA:Stanford University,2000:15-21. [4] ZUBEK V B,DIETTERICH T G.Pruning improves heuristic search for cost-sensitive learning[C]//Proceeding of the Nineteenth international Conference onMachine Learning.Sydney:Morgan Kaufmann Press,2002:27-34. [5] GREINER R,GROVE A J,ROTH D.Learning cost-sensitive active classifiers[J].Artificial Intelligence,2002,139(2):137-174. [6] LING C X,YANG Qiang,WANG Jian-ning,et al.Decision trees withminimal costs[C]//Proceedings of the Twenty-First International Conference onMachine Learning.New York:ACM Press,2004:69. [7] CHAI Xiao-yong,DENG Lin,YANG Qiang,et al.Test-cost sensitivenaive bayesian classification[C]//Proceedings of the Fourth IEEE International Conference on Data Mining.Brighton:IEEE Computer Society Press,2004:51-58. [8] 周生明,廖元秀.Cost-Sensitive学习的一个新课题[J].广西师范大学学报:自然科学版,2007,25(4):55-58. [9] ZHANG Shi-chao,QIN Zhen-xing,LING C X,et al.Missing is useful:missing values in cost-sensitive decision trees[J].IEEE Transactions on Knowledge and Data Engineering,2005,17(12):1689-1693. |
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