메뉴 건너뛰기




Volumn 15, Issue 5, 2013, Pages 1690-1704

An estimate of mutual information that permits closed-form optimisation

Author keywords

Dimensionality reduction; Feature extraction; Machine learning; Mutual information; Pattern recognition

Indexed keywords


EID: 84878366601     PISSN: None     EISSN: 10994300     Source Type: Journal    
DOI: 10.3390/e15051690     Document Type: Article
Times cited : (4)

References (16)
  • 3
    • 1942450610 scopus 로고    scopus 로고
    • Feature extraction by non parametric mutual information maximization
    • Torkkola, K. Feature extraction by non parametric mutual information maximization. J. Mach. Learn. Res. 2003, 3, 1415-1438.
    • (2003) J. Mach. Learn. Res. , vol.3 , pp. 1415-1438
    • Torkkola, K.1
  • 4
    • 0003442426 scopus 로고
    • Measures of Information and Their Applications
    • Wiley: New Delhi, India
    • Kapur, J. Measures of Information and Their Applications; Wiley: New Delhi, India, 1994.
    • (1994)
    • Kapur, J.1
  • 6
    • 70350124939 scopus 로고    scopus 로고
    • Info-margin maximization for feature extraction
    • Qiu, X.; Wu, L. Info-margin maximization for feature extraction. Pattern Recognit. Lett. 2009, 30, 1516-1522.
    • (2009) Pattern Recognit. Lett. , vol.30 , pp. 1516-1522
    • Qiu, X.1    Wu, L.2
  • 9
    • 84856043672 scopus 로고
    • A mathematical theory of communication
    • 623-656
    • Shannon, C. A mathematical theory of communication. Bell Syst. Tech. J. 1948, Volume 27, pp. 379-423, 623-656.
    • (1948) Bell Syst. Tech. J , vol.27 , pp. 379-423
    • Shannon, C.1
  • 12
    • 0001473437 scopus 로고
    • On estimation of a probability density function and mode
    • Parzen, E. On estimation of a probability density function and mode. Ann. Math. Stat. 1962, 33, 1065-1076.
    • (1962) Ann. Math. Stat. , vol.33 , pp. 1065-1076
    • Parzen, E.1
  • 13
    • 0042378381 scopus 로고    scopus 로고
    • Laplacian eigenmaps for dimensionality reduction and data representation
    • Belkin, M.; Niyogi, P. Laplacian eigenmaps for dimensionality reduction and data representation. Neural Comput. 2003, 15, 1373-1396.
    • (2003) Neural Comput. , vol.15 , pp. 1373-1396
    • Belkin, M.1    Niyogi, P.2
  • 14
    • 0345768782 scopus 로고    scopus 로고
    • Analyzing neural responses to natural signals: Maximally informative dimensions
    • 2004
    • Sharpee, T.; Rust, N.C.; Bialek, W. Analyzing neural responses to natural signals: Maximally informative dimensions. Neural Comput. 2004, 16, 223-250.
    • (2004) Neural Comput. , vol.16 , pp. 223-250
    • Sharpee, T.1    Rust, N.C.2    Bialek, W.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.