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Date: Thu, 21 Nov 1996 22:53:39 GMT
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<HTML><head><title> Pedro Domingos</title></head><body><h1> Pedro Domingos </h1><i> (Last modified August 14, 1996) </i><br><P><!WA0><A HREF="http://www.ics.uci.edu/pictures/pedrod.gif"><!WA1><img src="http://www.ics.uci.edu/pictures/pedrod.gif"></A><UL><LI> Area: AI<LI> Advisor: Dennis Kibler<LI> Electronic Mail: pedrod@ICS.UCI.EDU<LI> Office: CS/E 309<LI> Office Phone: (714) 824-7210</UL><H2> Research Projects: </H2><UL><LI> Machine learning: Rule induction, instance-based learning,multistrategy and knowledge-intensive approaches.</UL><H2> Selected Papers: </H2><UL><LI> <!WA2><A HREF = "http://www.ics.uci.edu/~pedrod/air95.ps.gz">Context-Sensitive Feature Selection for Lazy Learners (draft)</A>,to appear in the special issue of the Artificial Intelligence Review onlazy learning, edited by<!WA3><A HREF = "http://www.aic.nrl.navy.mil/~aha/"> David Aha </A>.<P><LI> <!WA4><A HREF = "http://www.ics.uci.edu/~pedrod/mlj96.ps.gz">Unifying Instance-Based and Rule-Based Induction</A>.Machine Learning, 24, 141-168, 1996.<P><LI> <!WA5><A HREF = "http://www.ics.uci.edu/~pedrod/kdd96a.ps.gz">Linear-Time Rule Induction</A>. Proceedings of theSecond International Conference on Knowledge Discovery and Data Mining(pp. 96-101), 1996.Portland, OR: <!WA6><A HREF = "http://www.aaai.org"> AAAI Press</A>.<P><LI> <!WA7><A HREF = "http://www.ics.uci.edu/~pedrod/imlm.ps.gz">Using Partitioning to Speed Up Specific-to-General Rule Induction</A>.Proceedings of the AAAI-96 Workshop on IntegratingMultiple Learned Models (pp. 29-34), 1996. Portland, OR: <!WA8><A HREF = "http://www.aaai.org"> AAAI Press</A>.<P><LI> <!WA9><A HREF = "http://www.ics.uci.edu/~pedrod/mlc96.ps.gz">Beyond Independence: Conditions for the Optimality of the SimpleBayesian Classifier</A>, with Michael Pazzani.Proceedings of the Thirteenth International Conference onMachine Learning (pp. 105-112), 1996. Bari, Italy: Morgan Kaufmann.<P><LI> <!WA10><A HREF = "http://www.ics.uci.edu/~pedrod/msl96.ps.gz">From Instances to Rules: A Comparison of Biases</A>.Proceedings of the Third International Workshop on MultistrategyLearning (pp. 147-154), 1996.Harpers Ferry, WV: <!WA11><A HREF = "http://www.aaai.org"> AAAI Press</A>.<P><LI> <!WA12><A HREF = "http://www.ics.uci.edu/~pedrod/tai95a.ps.gz">Two-Way Induction</A>. Proceedings of the Seventh IEEE InternationalConference on Tools with Artificial Intelligence (pp. 182-189), 1995.Herndon, VA: IEEE Computer Society Press.<P><LI> <!WA13><A HREF = "http://www.ics.uci.edu/~pedrod/ijcai95.ps.gz">Rule Induction and Instance-Based Learning: A Unified Approach</A>.Proceedings of the Fourteenth InternationalJoint Conference on Artificial Intelligence (pp. 1226-1232), 1995.Montreal, Canada: Morgan Kaufmann.<P><LI> <!WA14><A HREF = "http://www.ics.uci.edu/~pedrod/tai94.ps.gz">The RISE System: Conquering Without Separating</A>.Proceedings of the Sixth IEEE International Conference on Toolswith Artificial Intelligence (pp. 704-707), 1994. New Orleans, LA: IEEEComputer Society Press.</UL><P><H2> Selected Technical Reports: </H2><UL><LI> <!WA15><A HREF = "http://www.ics.uci.edu/~pedrod/tr95-02.ps.gz">The RISE 2.0 System: A Case Study in Multistrategy Learning</A>,UCI:ICS-TR-95-02.<P><LI> <!WA16><A HREF = "http://www.ics.uci.edu/~pedrod/tr94-34.ps.gz">Design and Evaluation of the RISE 1.0 Learning System</A>, UCI:ICS-TR-94-34.</UL><H2> Other Interests: </H2><UL><LI> Literature, cinema, science fiction, music, interactive art.Sports: tennis, swimming.</UL><HR><ADDRESS> <!WA17><A HREF="http://www.ics.uci.edu/"> Department of Information andComputer Science</A>, <BR>University of California, Irvine CA 92697-3425</ADDRESS></BODY></HTML>⌨️ 快捷键说明
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