Toward integrating feature selection algorithms for classification and clustering (2005)

by Huan Liu , Lei Yu
Citations:127 - 15 self

Active Bibliography

104 Efficient feature selection via analysis of relevance and redundancy – Lei Yu, Huan Liu, Isabelle Guyon - 2004
1 Feature Selection – Luigi Portinale, Lorenza Saitta - 2002
4 Clustering, Dimensionality Reduction, and Side Information – Hiu Chung Law - 2006
6 A selective sampling approach to active feature selection – Huan Liu, Hiroshi Motoda, Lei Yu - 2004
42 Feature Subset Selection by Bayesian networks: a comparison with genetic and sequential algorithms – I. Inza, P. Larrañaga, B. Sierra
1 Detection of Interdependences in Attribute Selection – Javier Lorenzo, Mario Hernandez, Juan Mendez
9 Feature selection filters based on the permutation test – Predrag Radivojac, Zoran Obradovic, A. Keith Dunker, Slobodan Vucetic - 2004
1 Towards an Evolutionary Algorithm: A Comparison of Two Feature Selection Algorithms – Kan Chen, Huan Liu
INTERNATIONAL JOURNAL OF MATHEMATICAL MODELS AND METHODS IN APPLIED SCIENCES Dimensionality reduction in a database related – unknown authors
139 Correlation-based feature selection for machine learning – Mark A. Hall - 1998
Graduate Supervisory Committee: – Salem Alelyani, Guoliang Xue, Jieping Ye, Zheng Zhao
Feature Selection for Clustering: A Review2Contents – Salem Alelyani, Jiliang Tang, Huan Liu
8 Hybrid Search of Feature Subsets – Manoranjan Dash, Huan Liu - 1998
37 Feature subset selection as search with probabilistic estimates – Ron Kohavi - 1994
73 Simultaneous feature selection and clustering using mixture models – Martin H. C. Law, Mário A. T. Figueiredo, Anil K. Jain - 2004
171 Feature Selection for Classification – M. Dash, H. Liu - 1997
Active Sampling: An Effective Approach to Feature Selection – Huan Liu, Hongjun Lu, Lei Yu - 2003
5 Bontempi G: Information-Theoretic Feature Selection in Microarray Data using Variable Complementarity – Patrick E. Meyer, Colas Schretter, Gianluca Bontempi
A Feature Selection Technique based on Distributional Differences – Sung-Dong Kim - 2006