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Volumn 6113 LNAI, Issue PART 1, 2010, Pages 430-436

Canonical correlation analysis for multiview semisupervised feature extraction

Author keywords

CCA; Feature Extraction; LDA; Multiview Learning; Semisupervised Learning

Indexed keywords

CANONICAL CORRELATION ANALYSIS; EXTRACTING FEATURES; FISHER'S LINEAR DISCRIMINANT ANALYSIS; LDA; LINEAR PROJECTIONS; MULTI-VIEW LEARNING; MULTI-VIEWS; MUTUAL CORRELATIONS; RELATED VARIABLES; SEMI-SUPERVISED; SEMI-SUPERVISED LEARNING;

EID: 77955359972     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-13208-7_54     Document Type: Conference Paper
Times cited : (18)

References (14)
  • 1
    • 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
  • 2
    • 0000107975 scopus 로고
    • Relations between two sets of variates
    • Hotelling, H.: Relations between two sets of variates. Biometrika 28, 321-377 (1936)
    • (1936) Biometrika , vol.28 , pp. 321-377
    • Hotelling, H.1
  • 3
    • 2942528778 scopus 로고    scopus 로고
    • SINBAD: A neocortical mechanism for discovering environmental variables and regularities hidden in sensory input
    • Favorov, O.V., Ryder, D.: SINBAD: a neocortical mechanism for discovering environmental variables and regularities hidden in sensory input. Biological Cybernetics 90, 191-202 (2004)
    • (2004) Biological Cybernetics , vol.90 , pp. 191-202
    • Favorov, O.V.1    Ryder, D.2
  • 4
    • 0000020007 scopus 로고
    • Canonical analysis of several sets of variables
    • Kettenring, J.R.: Canonical analysis of several sets of variables. Biometrika 58, 433-451 (1971)
    • (1971) Biometrika , vol.58 , pp. 433-451
    • Kettenring, J.R.1
  • 5
    • 84958734809 scopus 로고
    • Further aspects of the theory of multiple regression
    • Bartlett, M.S.: Further aspects of the theory of multiple regression. Proc. Camb. Philos. Soc. 34, 33-40 (1938)
    • (1938) Proc. Camb. Philos. Soc. , vol.34 , pp. 33-40
    • Bartlett, M.S.1
  • 6
    • 10044285992 scopus 로고    scopus 로고
    • Canonical correlation analysis: An overview with application to learning methods
    • DOI 10.1162/0899766042321814
    • Hardoon, D., Szedmak, S., Shawe-Taylor, J.: Canonical correlation analysis: an overview with application to learning methods. Neural Computation 16, 2639-2664 (2004) (Pubitemid 39604012)
    • (2004) Neural Computation , vol.16 , Issue.12 , pp. 2639-2664
    • Hardoon, D.R.1    Szedmak, S.2    Shawe-Taylor, J.3
  • 8
    • 25144502565 scopus 로고    scopus 로고
    • Dimensionality reduction of image features using the canonical contextual correlation projection
    • DOI 10.1016/j.patcog.2005.04.011, PII S0031320305001974
    • Loog, M., van Ginneken, B., Duin, R.P.W.: Dimensionality reduction of image features using the canonical contextual correlation projection. Pattern Recognition 38, 2409-2418 (2005) (Pubitemid 41336710)
    • (2005) Pattern Recognition , vol.38 , Issue.12 , pp. 2409-2418
    • Loog, M.1    Van Ginneken, B.2    Duin, R.P.W.3
  • 9
    • 0037350844 scopus 로고    scopus 로고
    • Partial least squares for discrimination
    • Barker, M., Rayens, W.: Partial least squares for discrimination. Journal of Chemometrics 17, 166-173 (2003)
    • (2003) Journal of Chemometrics , vol.17 , pp. 166-173
    • Barker, M.1    Rayens, W.2
  • 10
    • 33846898949 scopus 로고    scopus 로고
    • Class label versus sample label-based CCA
    • DOI 10.1016/j.amc.2006.06.103, PII S0096300306008599
    • Sun, T., Chen, S.: Class label versus sample label-based CCA. Applied Mathematics and Computation 185, 272-283 (2007) (Pubitemid 46241364)
    • (2007) Applied Mathematics and Computation , vol.185 , Issue.1 , pp. 272-283
    • Sun, T.1    Chen, S.2
  • 12
    • 36948999941 scopus 로고    scopus 로고
    • University of California, Department of Information and Computer Science, Irvine
    • Asuncion, A., Newman, D.J.: UCI Machine Learning Repository. University of California, Department of Information and Computer Science, Irvine (2007)
    • (2007) UCI Machine Learning Repository
    • Asuncion, A.1    Newman, D.J.2
  • 13
    • 0003771130 scopus 로고    scopus 로고
    • PhD thesis, Department of Electrical Engineering, Linköping University, Linköping, Sweden
    • Borga, M.: Learning Multidimensional signal processing, PhD thesis, Department of Electrical Engineering, Linköping University, Linköping, Sweden (1998)
    • (1998) Learning Multidimensional Signal Processing
    • Borga, M.1
  • 14
    • 0036505670 scopus 로고    scopus 로고
    • A Comparison of Methods for Multi-Class Support Vector Machines
    • Hsu, C.W., Lin, C.J.: A Comparison of Methods for Multi-Class Support Vector Machines. IEEE Trans. Neural Networks 13, 415-425 (2002)
    • (2002) IEEE Trans. Neural Networks , vol.13 , pp. 415-425
    • Hsu, C.W.1    Lin, C.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.