机器学习课件演示文稿第十三次课

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1、,LIFTABLE, DRINKABLE-FROM,Fred is the father of Mary and is a millionaire. John approached Mary. She was wearing blue jeans. John pointed a gun at her and told her he wanted her to get into his car. He drove her to his hotel and locked her in his room. John called Fred and told him John was holding

2、Mary captive. John told Fred if Fred gave him $250,000 at Trenos then John would release Mary. Fred gave him the money and John released Mary.,参考文献:(第1次课第13次课) Machine Learning:An Artificial Intelligence Approach, Michalski , (TP11/M149) P83-134(Chapter 4 A Theory and Methogology of Inductive Learni

3、ng) P307-363 (Chapter 10 Rediscovering Chemistry with the BACON System; Chapter 11 Learning From Observation: Conceptual Clustering) 2.归纳学习算法,理论,应用,洪家荣著,科学出版社。(TP18/H46) P1-43 第一章:有导师学习算法 P43-58 第二章:学习理论(4,5)本章前半部分,不包括PAC学习 P81-103 第三章:无导师学习算法 3.机器学习:实现人工智能的途径,Michalski, 科学出版社。(TP18/M33) 第四章:归纳学习的理论

4、和方法学,P49-81,第十章:BACON系统重新发现化学定律;第十一章:从观察中学习:概念聚类 P190-226 4. J.R, QUINLAN, Induction of Decision Trees, Machine Learning 1: 81-106, 1986 5.Jiarong Hong, AE1: An Extension Matrix Approximate Method for the General Covering Problem, International Journal of Computer and Information Sciences, Vol.14,No.6,1985. 6.,

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