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Volumn 5788 LNCS, Issue , 2009, Pages 25-33

Supervised feature extraction using Hilbert-Schmidt norms

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER EXPERIMENT; DATA SETS; DATA TYPE; HILBERT; HILBERT-SCHMIDT NORM; MULTI-LABEL; POSITIVE DEFINITE KERNELS; UNBIASED ESTIMATOR;

EID: 76249113699     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-04394-9_4     Document Type: Conference Paper
Times cited : (5)

References (14)
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    • Borgwardt, K.M.: Graph kernels. Doctoral dissertation. München (2007)
    • (2007) Graph kernels
    • Borgwardt, K.M.1
  • 2
    • 76249105951 scopus 로고    scopus 로고
    • Kernel regression on matrix patterns
    • Spec. edition
    • Daniǔsis, P., Vaitkus, P.: Kernel regression on matrix patterns. Lithuanian Mathematical Journal. Spec. edition 48-49, 191-195 (2008)
    • (2008) Lithuanian Mathematical Journal , vol.48-49 , pp. 191-195
    • Daniǔsis, P.1    Vaitkus, P.2
  • 3
    • 4444231365 scopus 로고    scopus 로고
    • A survey of kernels for structured data
    • Gärtner, T.: A survey of kernels for structured data. SIGKDD Explorations 5(1), 49-58 (2003)
    • (2003) SIGKDD Explorations , vol.5 , Issue.1 , pp. 49-58
    • Gärtner, T.1
  • 4
    • 33646528415 scopus 로고    scopus 로고
    • Gretton, A., Bousquet, O., Smola, A., Schölkopf, B.: Measuring statistical dependence with Hilbert-Schmidt norms. In: Jain, S., Simon, H.U., Tomita, E. (eds.) ALT 2005. LNCS (LNAI), 3734, pp. 63-77. Springer, Heidelberg (2005)
    • Gretton, A., Bousquet, O., Smola, A., Schölkopf, B.: Measuring statistical dependence with Hilbert-Schmidt norms. In: Jain, S., Simon, H.U., Tomita, E. (eds.) ALT 2005. LNCS (LNAI), vol. 3734, pp. 63-77. Springer, Heidelberg (2005)
  • 5
    • 0000764772 scopus 로고
    • The use of multiple measurements in taxonomic problems
    • Fisher, R.A.: The use of multiple measurements in taxonomic problems. Annals of Eugenics 7, 179-188 (1936)
    • (1936) Annals of Eugenics , vol.7 , pp. 179-188
    • Fisher, R.A.1
  • 6
    • 4544371135 scopus 로고    scopus 로고
    • Dimensionality reduction for supervised learning with reproducing kernel Hilbert spaces
    • Fukumizu, K., Bach, F.R., Jordan, M.I.: Dimensionality reduction for supervised learning with reproducing kernel Hilbert spaces. Journal of Machine Learning Research 5, 73-99 (2004)
    • (2004) Journal of Machine Learning Research , vol.5 , pp. 73-99
    • Fukumizu, K.1    Bach, F.R.2    Jordan, M.I.3
  • 7
    • 29144480949 scopus 로고    scopus 로고
    • Kernels, associated structures and generalizations
    • Tech. report
    • Hein, M., Bousquet, O.: Kernels, associated structures and generalizations. Tech. report (2004)
    • (2004)
    • Hein, M.1    Bousquet, O.2
  • 9
    • 0026113980 scopus 로고
    • Nonlinear principal component analysis using autoassociative neural networks
    • Kramer, M.A.: Nonlinear principal component analysis using autoassociative neural networks. AIChe journal 37, 233-243 (1991)
    • (1991) AIChe journal , vol.37 , pp. 233-243
    • Kramer, M.A.1
  • 12
    • 85162021460 scopus 로고    scopus 로고
    • Colored maximum variance unfolding
    • Song, L., Smola, A., Borgwardt, K., Gretton, A.: Colored maximum variance unfolding. In: NIPS 20, pp. 1385-1392 (2008)
    • (2008) NIPS , vol.20 , pp. 1385-1392
    • Song, L.1    Smola, A.2    Borgwardt, K.3    Gretton, A.4
  • 14
    • 33947681316 scopus 로고    scopus 로고
    • ML-kNN: A lazy learning approach to multi-label learning
    • Zhang, M.-L., Zhou, Z.-H.: ML-kNN: a lazy learning approach to multi-label learning. Pattern Recognition 40(7), 2038-2048 (2007)
    • (2007) Pattern Recognition , vol.40 , Issue.7 , pp. 2038-2048
    • Zhang, M.-L.1    Zhou, Z.-H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.