Feature Selection in Unsupervised Learning via Evolutionary Search (2000)

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by Yongseog Kim , W. Nick Street , Filippo Menczer
Venue:In Proceedings of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
Citations:54 - 3 self

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16 Evolutionary Model Selection in Unsupervised Learning – Yongseog Kim, W. Nick Street, Filippo Menczer - 2002
21 Efficient and Scalable Pareto Optimization by Evolutionary Local Selection Algorithms – Filippo Menczer, W. Nick Street, Melania Degeratu - 2000
11 Evolving Heterogeneous Neural Agents by Local Selection – Filippo Menczer, W. Nick Street, Melania Degeratu - 2000
1 Detection of Malignancy Associated Changes in Cervical Cells Using Statistical and Evolutionary Computation Techniques – Jennifer Susan Hallinan, Jennifer S. Hallinan - 1999
27 Machine Learning via Polyhedral Concave Minimization – O. L. Mangasarian - 1996
Bayesian Networks for Feature Subset Selection – I. Inza, P. Larranaga, B. Sierra - 2000
42 Feature Subset Selection by Bayesian networks: a comparison with genetic and sequential algorithms – I. Inza, P. Larrañaga, B. Sierra
Adaptive Agents for Information Retrieval and Data-Driven Knowledge Discovery – Jihoon Yang - 1999
Knowledge Discovery in Biological Datasets Using a Hybrid Bayes Classifier/Evolutionary Algorithm – Michael L. Raymer , Leslie A. Kuhn, William F. Punch
20 A Methodology for Feature Selection Using Multi-Objective Genetic Algorithms for Handwritten Digit String Recognition – L. S. Oliveira, R.Sabourin, F. Bortolozzi, C.Y. Suen - 2003
1023 Wrappers for feature subset selection – Ron Kohavi , George H. John - 1997
1 Improving Statistical Measures of Feature Subsets by Conventional and Evolutionary Approaches – Helmut A. Mayer, Petr Somol, Reinhold Huber, Pavel Pudil
5 Mathematical Programming Approaches To Machine Learning And Data Mining – Paul S. Bradley - 1998
95 Feature selection for unsupervised learning – Jennifer G. Dy, Carla E. Brodley, Jennifer G. Dy, Carla E. Brodley - 2004
Efficient Feature Subset Selection and Subset Size Optimization – Petr Somol, Jana Novovičová, Pavel Pudil
Feature Selection: Evaluation, Application . . . – Anil Jain, Douglas Zongker
131 Comparison of algorithms that select features for pattern classifiers – Mineichi Kudo, Jack Sklansky - 2000
309 Feature selection: Evaluation, application, and small sample performance – Anil Jain, Douglas Zongker - 1997
7 Modeling Languages and Condor: Metacomputing for Optimization – Michael C. Ferris, Todd S. Munson - 1998