Irrelevant Features and the Subset Selection Problem (1994)

by George H. John , Ron Kohavi , Karl Pfleger
Venue:MACHINE LEARNING: PROCEEDINGS OF THE ELEVENTH INTERNATIONAL
Citations:594 - 23 self

Active Bibliography

1023 Wrappers for feature subset selection – Ron Kohavi , George H. John - 1997
146 Automatic Construction of Decision Trees from Data: A Multi-Disciplinary Survey – Sreerama K. Murthy - 1997
37 Feature subset selection as search with probabilistic estimates – Ron Kohavi - 1994
107 Wrappers For Performance Enhancement And Oblivious Decision Graphs – Ron Kohavi, Yoav Shoham, Jerry Friedman - 1995
26 Useful Feature Subsets and Rough Set Reducts – Ron Kohavi, Brian Frasca - 1994
171 Feature Selection for Classification – M. Dash, H. Liu - 1997
38 Simplifying Decision Trees: A Survey – Leonard A. Breslow, David W. Aha - 1996
139 Correlation-based feature selection for machine learning – Mark A. Hall - 1998
423 Selection of relevant features and examples in machine learning – Avrim L. Blum, Pat Langley - 1997
251 A System for Induction of Oblique Decision Trees – Sreerama K. Murthy, Simon Kasif, Steven Salzberg - 1994
1 The Value of Lookahead Feature Construction in Decision Tree Induction – Ricardo Vilalta, Gunnar Blix, Larry Rendell - 1995
7 Constructing New Attributes for Decision Tree Learning – Zijian Zheng - 1996
Dimensionality Reduction through Correspondence Analysis – Terry R. Payne, Peter Edwards - 1999
20 Parcel: Feature Subset Selection in Variable Cost Domains – M. J. J. Scott, M. Niranjan, R. W. Prager - 1998
c ○ 2003 Kluwer Academic Publishers. Manufactured in The Netherlands. Theoretical and Empirical Analysis – Of Relieff, Igor Kononenko
127 Toward integrating feature selection algorithms for classification and clustering – Huan Liu, Lei Yu - 2005
19 Learning Bayesian Networks Using Feature Selection – Gregory M. Provan, Moninder Singh - 1995
3 Learning Bayesian Networks for Solving Real-World Problems – Moninder Singh - 1998
7 GD: A Measure based on Information Theory for Attribute Selection – Javier Lorenzo, Mario Hernandez, Juan Mendez - 1998