메뉴 건너뛰기




Volumn , Issue , 2008, Pages 249-254

Biological data outlier detection based on Kullback-Leibler divergence

Author keywords

[No Author keywords available]

Indexed keywords

BIOINFORMATICS; GENE EXPRESSION; HIGH PERFORMANCE LIQUID CHROMATOGRAPHY; INFORMATION RETRIEVAL SYSTEMS; MASS SPECTROMETRY;

EID: 58049179975     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BIBM.2008.76     Document Type: Conference Paper
Times cited : (8)

References (18)
  • 4
    • 7544223741 scopus 로고    scopus 로고
    • A survey of outlier detection methodologies
    • V. Hodge and J. Austin, "A survey of outlier detection methodologies," Artificial Intelligence Review, vol. 22, pp. 85-126, 2004.
    • (2004) Artificial Intelligence Review , vol.22 , pp. 85-126
    • Hodge, V.1    Austin, J.2
  • 8
    • 39649101072 scopus 로고    scopus 로고
    • A cluster validity measure with outlier detection for support vector clustering
    • J.-S. Wang and J.-C. Chiang, "A cluster validity measure with outlier detection for support vector clustering," IEEE Trans. on Systems, Man, and Cybernetics, Part B, vol. 38, pp. 78-89, 2008.
    • (2008) IEEE Trans. on Systems, Man, and Cybernetics, Part B , vol.38 , pp. 78-89
    • Wang, J.-S.1    Chiang, J.-C.2
  • 9
    • 0000487102 scopus 로고    scopus 로고
    • B. Schölkopf, J. Platt, J. Shawe-Taylor, A. Smola, and R. Williamson, Estimating the support of a high-dimensional distribution, Neural Computation, 13, pp. 1443-1471, 2001.
    • B. Schölkopf, J. Platt, J. Shawe-Taylor, A. Smola, and R. Williamson, "Estimating the support of a high-dimensional distribution," Neural Computation, vol. 13, pp. 1443-1471, 2001.
  • 11
    • 33645717587 scopus 로고    scopus 로고
    • Kernel fisher discriminants for outlier detection
    • V. Roth, "Kernel fisher discriminants for outlier detection," Neural Computation, vol. 18, pp. 942-960, 2006.
    • (2006) Neural Computation , vol.18 , pp. 942-960
    • Roth, V.1
  • 12
    • 36749021623 scopus 로고    scopus 로고
    • A genetic approach for efficient outlier detection in projected space
    • S. Bandyopadhyay and S. Santra, "A genetic approach for efficient outlier detection in projected space," Pattern Recognition, vol. 41, pp. 1338-1349, 2008.
    • (2008) Pattern Recognition , vol.41 , pp. 1338-1349
    • Bandyopadhyay, S.1    Santra, S.2
  • 15
    • 34648828817 scopus 로고    scopus 로고
    • Kullback-leibler distance as a measure of the information filtered from multivariate data
    • M. Tumminello, F. Lillo, and R. Mantegna, "Kullback-leibler distance as a measure of the information filtered from multivariate data," Physical Review E, vol. 76, pp. 256-67, 2007.
    • (2007) Physical Review E , vol.76 , pp. 256-267
    • Tumminello, M.1    Lillo, F.2    Mantegna, R.3
  • 16
    • 33645988196 scopus 로고    scopus 로고
    • From sample similarity to ensemble similarity: Probabilistic distance measures in reproducing kernel hilbert space
    • S. Zhou and R. Chellappa, "From sample similarity to ensemble similarity: probabilistic distance measures in reproducing kernel hilbert space," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 28, pp. 917-929, 2006.
    • (2006) IEEE Trans. on Pattern Analysis and Machine Intelligence , vol.28 , pp. 917-929
    • Zhou, S.1    Chellappa, R.2
  • 17
    • 0033569406 scopus 로고    scopus 로고
    • Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring
    • T. Golub, D. Slonim, P. Tamayo, C. Huard, M. Gaasenbeek, and et al., "Molecular classification of cancer: class discovery and class prediction by gene expression monitoring," Science, vol. 286, pp. 531-537, 1999.
    • (1999) Science , vol.286 , pp. 531-537
    • Golub, T.1    Slonim, D.2    Tamayo, P.3    Huard, C.4    Gaasenbeek, M.5    and et, al.6
  • 18
    • 0033536012 scopus 로고    scopus 로고
    • Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays
    • U. Alon, N. Barkai, D. Notterman, K. Gish, S. Ybarra, and et al., "Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays," Proceedings of the National Academy of Science, vol. 96, pp. 6745-6750, 1999.
    • (1999) Proceedings of the National Academy of Science , vol.96 , pp. 6745-6750
    • Alon, U.1    Barkai, N.2    Notterman, D.3    Gish, K.4    Ybarra, S.5    and et, al.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.