Data mining

Speaker Charles Elkan Nick Street

Affiliation Computer Science and Engineering, University of California, San Diego Management Sciences, University of Iowa

Seminar title Towards Self-Financing Research Feature Selection in Data Mining

Readings Baluja, S. (1997) "Genetic Algorithms and Explicit Search Statistics," in Mozer, M.C., Jordan, M.I., Petsche, T. (Eds.) Advances in Neural Information Processing Systems 9, MIT Press, Cambridge, MA, 319-325

P. S. Bradley, O. L. Mangasarian, and W. N. Street. Feature selection via mathematical programming. INFORMS Journal on Computing 10(2):209-217, 1998.
F. Menczer, M. Degeratu, W.N. Street: Efficient and Scalable Pareto Optimization by Evolutionary Local Selection Algorithms. Submitted to Evolutionary Computation Journal, 1999
Yang, J. and Honavar, V. (1998). Feature Subset Selection Using a Genetic Algorithm. In: Feature Extraction, Construction, and Subset Selection: A Data Mining Perspective. Motoda, H. and Liu, H. (Ed.) New York: Kluwer. 1998.

Speaker	Charles Elkan	Nick Street
Affiliation	Computer Science and Engineering, University of California, San Diego	Management Sciences, University of Iowa
Seminar title	Towards Self-Financing Research	Feature Selection in Data Mining
Readings	Baluja, S. (1997) "Genetic Algorithms and Explicit Search Statistics," in Mozer, M.C., Jordan, M.I., Petsche, T. (Eds.) Advances in Neural Information Processing Systems 9, MIT Press, Cambridge, MA, 319-325	P. S. Bradley, O. L. Mangasarian, and W. N. Street. Feature selection via mathematical programming. INFORMS Journal on Computing 10(2):209-217, 1998. F. Menczer, M. Degeratu, W.N. Street: Efficient and Scalable Pareto Optimization by Evolutionary Local Selection Algorithms. Submitted to Evolutionary Computation Journal, 1999 Yang, J. and Honavar, V. (1998). Feature Subset Selection Using a Genetic Algorithm. In: Feature Extraction, Construction, and Subset Selection: A Data Mining Perspective. Motoda, H. and Liu, H. (Ed.) New York: Kluwer. 1998.