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Volumn , Issue , 2007, Pages 390-395

A stability index for feature selection

Author keywords

Feature selection; Pattern recognition; Sequential forward selection (SFS); Stability index

Indexed keywords

ERROR ANALYSIS; PROBLEM SOLVING; QUALITY CONTROL; SET THEORY; SYSTEM STABILITY;

EID: 38149090506     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (319)

References (15)
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    • Blum, A.1    Langley, P.2
  • 3
    • 0013326060 scopus 로고    scopus 로고
    • Feature selection for classification
    • M. Dash and H. Liu. Feature selection for classification. Intelligent Data Analysis, 1:131-156, 1997.
    • (1997) Intelligent Data Analysis , vol.1 , pp. 131-156
    • Dash, M.1    Liu, H.2
  • 5
    • 38149049450 scopus 로고    scopus 로고
    • Solution to instability problems with sequential wrapper-based approaches to feature selection
    • Technical Report TCD-CS-2002-28, Department of Computer Science, Trinity College, Dublin, Ireland
    • K. Dunne, P. Cunningham, and F. Azuaje. Solution to instability problems with sequential wrapper-based approaches to feature selection. Technical Report TCD-CS-2002-28, Department of Computer Science, Trinity College, Dublin, Ireland, 2002.
    • (2002)
    • Dunne, K.1    Cunningham, P.2    Azuaje, F.3
  • 6
    • 63249112814 scopus 로고
    • Dimensionality and sample size considerations in pattern recognition practice
    • P. R. Krishnaiah and L. N. Kanal, editors, North Holland
    • A. K. Jain and B. Chandrasekaran. Dimensionality and sample size considerations in pattern recognition practice. In P. R. Krishnaiah and L. N. Kanal, editors, Handbook of Statistics, pages 835-855. North Holland, 1982.
    • (1982) Handbook of Statistics , pp. 835-855
    • Jain, A.K.1    Chandrasekaran, B.2
  • 9
    • 85061066913 scopus 로고
    • Selection of relevant features in machine learning
    • P. Langley. Selection of relevant features in machine learning. In Proc AAAI Fall Symposium on Relevance, pages 140-144, 1994.
    • (1994) Proc AAAI Fall Symposium on Relevance , pp. 140-144
    • Langley, P.1
  • 11
    • 17044405923 scopus 로고    scopus 로고
    • Toward integrating feature selection algorithms for classification and clustering
    • H. Liu and L. Yu. Toward integrating feature selection algorithms for classification and clustering. IEEE Transactions on Knowledge and Data Engineering, 17(4):491-502, 2005.
    • (2005) IEEE Transactions on Knowledge and Data Engineering , vol.17 , Issue.4 , pp. 491-502
    • Liu, H.1    Yu, L.2
  • 15
    • 38349101500 scopus 로고    scopus 로고
    • S. Stearns. On selecting features for pattern classifiers. In 3-d International Conference on Pattern Recognition, pages 7.1-75, Coronado, CA, 1976.
    • S. Stearns. On selecting features for pattern classifiers. In 3-d International Conference on Pattern Recognition, pages 7.1-75, Coronado, CA, 1976.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.