메뉴 건너뛰기




Volumn 2, Issue , 2008, Pages 121-127

Efficient dimensionality reduction approaches for feature selection

Author keywords

Correlation; Feature selection; Redundancy; Relevance

Indexed keywords

COMPUTATION TIME; FAST CORRELATION BASED FEATURE SELECTION (FCBF);

EID: 41149132909     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCIMA.2007.178     Document Type: Conference Paper
Times cited : (24)

References (10)
  • 2
    • 0002715112 scopus 로고    scopus 로고
    • A Probabilistic Approach to Feature Selection: A Filter Solution
    • H. Liu and R. Setiono, 1996 "A Probabilistic Approach to Feature Selection: A Filter Solution," Proc. 13th Int'l Conf. Machine Learning,pp. 319-327.
    • (1996) Proc. 13th Int'l Conf. Machine Learning , pp. 319-327
    • Liu, H.1    Setiono, R.2
  • 3
    • 0031381525 scopus 로고    scopus 로고
    • Wrappers for Feature Subset Selection
    • R. Kohavi and G.H. John, 1997 "Wrappers for Feature Subset Selection," Artificial Intelligence, vol. 97, pp. 273-324
    • (1997) Artificial Intelligence , vol.97 , pp. 273-324
    • Kohavi, R.1    John, G.H.2
  • 4
    • 0010739663 scopus 로고    scopus 로고
    • Filters, Wrappers and a Boosting-Based Hybrid for Feature Selection
    • S. Das, "Filters, Wrappers and a Boosting-Based Hybrid for Feature Selection," Proc. 18th Int'l Conf. Machine Learning, pp. 74-81, 2001
    • (2001) Proc. 18th Int'l Conf. Machine Learning , pp. 74-81
    • Das, S.1
  • 5
    • 25144492516 scopus 로고    scopus 로고
    • Efficient Feature Selection via Analysis of Relevance and Redundancy
    • Lei Yu and Huan Liu, "Efficient Feature Selection via Analysis of Relevance and Redundancy", Journal of Machine Learning Research (2004) 1205-1224.
    • (2004) Journal of Machine Learning Research , pp. 1205-1224
    • Yu, L.1    Liu, H.2
  • 8
    • 33744584654 scopus 로고    scopus 로고
    • R. R. Quinlan. Induction of decision trees. 1986. Machine Learning, 1:81-106
    • R. R. Quinlan. Induction of decision trees. 1986. Machine Learning, 1:81-106
  • 10
    • 41149116204 scopus 로고    scopus 로고
    • Java 2: The Complete Reference, Fifth Edition: Books: Herbert Schildt by Herbert Schildt.
    • Java 2: The Complete Reference, Fifth Edition: Books: Herbert Schildt by Herbert Schildt.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.