CLASS READINGS: PAPERS FOR REVIEW AND PRESENTATIONS 11. Monday, March 13, 2000 [This paper is worth 3.3% (5 points) extra credit.] The Lumiere Project: Bayesian User Modeling for Inferring the Goals and Needs of Software Users Horvitz, Breese, Heckerman, Hovel, Rommelse 10 pages URL: ftp://ftp.research.microsoft.com/pub/ejh/lum.zip Scheduled presenter: Yuhui (Cathy) Liu 12. Friday, March 17, 2000 Symbolic Causal Networks for Reasoning about Actions and Plans Darwiche and Pearl 7 pages URL: ftp://ftp.cs.ucla.edu/pub/stat_ser/R206.pdf Scheduled presenter: Yue Jiao 13. Wednesday, March 29, 2000 KDD for Science Data Analysis: Issues and Examples Fayyad, Haussler, and Stolorz 9 pages URL: ftp://ftp.research.microsoft.com/pub/dtg/fayyad/kdd96/fayyad-science.ps Scheduled presenter: Arulkumar Elumalai 14. Monday, April 3, 2000 Irrelevant Features and the Subset Selection Problem John, Kohavi, and Pfleger 9 pages URL: ftp://robotics.stanford.edu/pub/gjohn/papers/relevance.ps Scheduled presenter: Dingbing Yang 15. Friday, April 7, 2000 Hierarchically Classifying Documents using Very Few Words Koller and Sahami 9 pages URL: http://robotics.Stanford.EDU/~koller/papers/ml97.ps Scheduled presenter: Yan Song 16. Wednesday, April 12, 2000 Learning to Extract Symbolic Knowledge from the World Wide Web Craven, DiPasquo, Freitag, McCallum, Mitchell, Nigam, and Slattery URL: http://www.cs.cmu.edu/afs/cs.cmu.edu/project/theo-20/www/mitchell-pubs/aaai98.ps 8 pages Scheduled presenter: Ping Zou 17. Wednesday, April 19, 2000 [This paper is worth 3.3% (5 points) extra credit.] Generalization in the XCS Classifier System Wilson 10 pages URL: http://world.std.com/~sw/ps/gxcscs.ps.gz Scheduled presenter: Elizabeth Loza-Garay 18. Monday, April 24, 2000 [This paper is worth 3.3% (5 points) extra credit.] Genetic Programming and Deductive-Inductive Learning: A Multistrategy Approach Aler, Borrajo, and Isasi 9 pages URL: http://grial.uc3m.es/~grial/aler/ML98-42.ps Scheduled presenter: Yuhong Cheng 19. Friday, April 28, 2000 Simultaneous Feature Extraction and Selection Using a Masking Genetic Algorithm Raymer, Punch, Goodman, Sanschagrin, Kuhn 8 pages URL: http://garage.cps.msu.edu/papers/GARAGe97-02-05.ps Scheduled presenter: Karthik K. Krishnakumar 20. Wednesday, May 3, 2000 [This paper is worth 3.3% (5 points) extra credit.] A Niched Pareto Optimal Genetic Algorithm for Multiobjective Optimization Horn, Nafpliotis, and Goldberg 7 pages URL: ftp://ftp-illigal.ge.uiuc.edu/pub/papers/Publications/Horn/ParetoGA.WCCI.94.ps.Z Scheduled presenter: Li Lian