메뉴 건너뛰기




Volumn 27, Issue 6, 2005, Pages 929-941

A two-stage linear discriminant analysis via QR-decomposition

Author keywords

Classification; Dimension reduction; Linear discriminant analysis; QR decomposition

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; EIGENVALUES AND EIGENFUNCTIONS; MATRIX ALGEBRA; PRINCIPAL COMPONENT ANALYSIS;

EID: 21244494853     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2005.110     Document Type: Article
Times cited : (286)

References (34)
  • 1
    • 0034296402 scopus 로고    scopus 로고
    • "Generalized Discriminant Analysis Using a Kernel Approach"
    • G. Baudat and F. Anouar, "Generalized Discriminant Analysis Using a Kernel Approach," Neural Computation, vol. 12, no. 10, pp. 2385-2404, 2000.
    • (2000) Neural Computation , vol.12 , Issue.10 , pp. 2385-2404
    • Baudat, G.1    Anouar, F.2
  • 4
    • 0041513204 scopus 로고    scopus 로고
    • "Fast and Accurate Text Classification via Multiple Linear Discriminant Projections"
    • S. Chakrabarti, S. Roy, and M. Soundalgekar, "Fast and Accurate Text Classification via Multiple Linear Discriminant Projections," Very Large Databases J., vol. 12, no. 2, pp. 170-185, 2003.
    • (2003) Very Large Databases J. , vol.12 , Issue.2 , pp. 170-185
    • Chakrabarti, S.1    Roy, S.2    Soundalgekar, M.3
  • 5
    • 0034300875 scopus 로고    scopus 로고
    • "A New LDA-Based Face Recognition System which Can Solve the Small Sample Size Problem"
    • L.F. Chen, H.Y.M. Liao, J.C. Lin, M.D. Kao, and G.J. Yu, "A New LDA-Based Face Recognition System which Can Solve the Small Sample Size Problem," Pattern Recognition, vol. 33, no. 10, pp. 1713-1726, 2000.
    • (2000) Pattern Recognition , vol.33 , Issue.10 , pp. 1713-1726
    • Chen, L.F.1    Liao, H.Y.M.2    Lin, J.C.3    Kao, M.D.4    Yu, G.J.5
  • 7
    • 0036489046 scopus 로고    scopus 로고
    • "Comparison of Discrimination Methods for the Classification of Tumors Using Gene Expression Data"
    • S. Dudoit, J. Fridlyand, and T.P. Speed, "Comparison of Discrimination Methods for the Classification of Tumors Using Gene Expression Data," J. Am. Statistical Assoc., vol. 97, no. 457, pp. 77-87, 2002.
    • (2002) J. Am. Statistical Assoc. , vol.97 , Issue.457 , pp. 77-87
    • Dudoit, S.1    Fridlyand, J.2    Speed, T.P.3
  • 8
    • 84887916087 scopus 로고
    • "Regularized Discriminant Analysis"
    • J.H. Friedman, "Regularized Discriminant Analysis," J. Am. Statistical Assoc., vol. 84, no. 405, pp. 165-175, 1989.
    • (1989) J. Am. Statistical Assoc. , vol.84 , Issue.405 , pp. 165-175
    • Friedman, J.H.1
  • 11
    • 1342310014 scopus 로고    scopus 로고
    • "Structure Preserving Dimension Reduction for Clustered Text Data Based on the Generalized Singular Value Decomposition"
    • P. Howland, M. Jeon, and H. Park, "Structure Preserving Dimension Reduction for Clustered Text Data Based on the Generalized Singular Value Decomposition," SIAM J. Matrix Analysis and Applications, vol. 25, no. 1, pp. 165-179, 2003.
    • (2003) SIAM J. Matrix Analysis and Applications , vol.25 , Issue.1 , pp. 165-179
    • Howland, P.1    Jeon, M.2    Park, H.3
  • 13
    • 0345359234 scopus 로고    scopus 로고
    • "An Adaptive and Efficient Dimensionality Reduction Algorithm for High-Dimensionality Indexing"
    • H. Jin, B.C. Ooi, H.T. Shen, C. Yu, and A.Y. Zhou, "An Adaptive and Efficient Dimensionality Reduction Algorithm for High-Dimensionality Indexing," Proc. Int'l Conf. Data Eng., pp. 87-98, 2003.
    • (2003) Proc. Int'l. Conf. Data Eng. , pp. 87-98
    • Jin, H.1    Ooi, B.C.2    Shen, H.T.3    Yu, C.4    Zhou, A.Y.5
  • 16
    • 21844512674 scopus 로고
    • "Discriminant Analysis with Singular Covariance Matrices: Methods and Applications to Spectroscopic Data"
    • W.J. Krzanowski, P. Jonathan, W.V. McCarthy, and M.R. Thomas, "Discriminant Analysis with Singular Covariance Matrices: Methods and Applications to Spectroscopic Data," Applied Statistics, vol. 44, pp. 101-115, 1995.
    • (1995) Applied Statistics , vol.44 , pp. 101-115
    • Krzanowski, W.J.1    Jonathan, P.2    McCarthy, W.V.3    Thomas, M.R.4
  • 17
    • 0036080105 scopus 로고    scopus 로고
    • "Hierarchical Fusion of Multiple Classifiers for Hyperspectral Data Analysis"
    • S. Kumar, J. Ghosh, and M.M. Crawford, "Hierarchical Fusion of Multiple Classifiers for Hyperspectral Data Analysis," Pattern Analysis and Applications, vol. 5, no. 2, pp. 210-220, 2002.
    • (2002) Pattern Analysis and Applications , vol.5 , Issue.2 , pp. 210-220
    • Kumar, S.1    Ghosh, J.2    Crawford, M.M.3
  • 18
    • 0003833103 scopus 로고    scopus 로고
    • "Reuters-21578 Text Categorization Test Collection Distribution 1.0"
    • D.D. Lewis, "Reuters-21578 Text Categorization Test Collection Distribution 1.0," http://www.research.att.com/~lewis, 1999.
    • (1999)
    • Lewis, D.D.1
  • 19
    • 0000815402 scopus 로고    scopus 로고
    • "Enhanced Fisher Linear Discriminant Models for Face Recognition"
    • C. Liu and H. Wechsler, "Enhanced Fisher Linear Discriminant Models for Face Recognition," Proc. Int'l Conf. Pattern Recognition, pp. 1368-1372, 1998.
    • (1998) Proc. Int'l. Conf. Pattern Recognition , pp. 1368-1372
    • Liu, C.1    Wechsler, H.2
  • 20
    • 0037276932 scopus 로고    scopus 로고
    • "Face Recognition Using Kernel Direct Discriminant Analysis Algorithms"
    • J. Lu, K.N. Plataniotis, and A.N. Venetsanopoulos, "Face Recognition Using Kernel Direct Discriminant Analysis Algorithms," IEEE Trans. Neural Networks, vol. 14, no. 1, pp. 117-126, 2003.
    • (2003) IEEE Trans. Neural Networks , vol.14 , Issue.1 , pp. 117-126
    • Lu, J.1    Plataniotis, K.N.2    Venetsanopoulos, A.N.3
  • 22
    • 0004171986 scopus 로고    scopus 로고
    • "The AR Face Database"
    • Technical Report No. 24, CVC
    • A.M. Martinez and R. Benavente, "The AR Face Database," Technical Report No. 24, CVC, 1998.
    • (1998)
    • Martinez, A.M.1    Benavente, R.2
  • 23
    • 84948481845 scopus 로고
    • "An Algorithm for Suffix Stripping"
    • M.F. Porter, "An Algorithm for Suffix Stripping," Program, vol. 14, no. 3, pp. 130-137, 1980.
    • (1980) Program , vol.14 , Issue.3 , pp. 130-137
    • Porter, M.F.1
  • 24
    • 0032042805 scopus 로고    scopus 로고
    • "On Expected Classification Error of the Fisher Linear Classifier with Pseudoinverse Covariance Matrix"
    • S. Raudys and R.P.W. Duin, "On Expected Classification Error of the Fisher Linear Classifier with Pseudoinverse Covariance Matrix," Pattern Recognition Letters, vol. 19, nos. 5-6, pp. 385-392, 1998.
    • (1998) Pattern Recognition Letters , vol.19 , Issue.5-6 , pp. 385-392
    • Raudys, S.1    Duin, R.P.W.2
  • 28
    • 0034849799 scopus 로고    scopus 로고
    • "Robust Principal Component Analysis for Computer Vision"
    • F.D.L. Torre and M. Black, "Robust Principal Component Analysis for Computer Vision," Proc. Int'l Conf. Computer Vision, vol. I, pp. 362-369, 2001.
    • (2001) Proc. Int'l. Conf. Computer Vision , vol.1 , pp. 362-369
    • Torre, F.D.L.1    Black, M.2
  • 31
    • 0016926423 scopus 로고
    • "Generalizing the Singular Value Decomposition"
    • C.F. Van Loan, "Generalizing the Singular Value Decomposition," SIAM J. Numerical Analysis, vol. 13, pp. 76-83, 1976.
    • (1976) SIAM J. Numerical Analysis , vol.13 , pp. 76-83
    • Van Loan, C.F.1
  • 32
    • 3242767684 scopus 로고    scopus 로고
    • "An Optimization Criterion for Generalized Discriminant Analysis on Undersampled Problems"
    • Aug
    • J. Ye, R. Janardan, C.H. Park, and H. Park, "An Optimization Criterion for Generalized Discriminant Analysis on Undersampled Problems," IEEE Trans. Pattern Analysis and Machine Intellegence, vol. 26, no. 8, pp. 982-994, Aug. 2004.
    • (2004) IEEE Trans. Pattern Analysis and Machine Intellegence , vol.26 , Issue.8 , pp. 982-994
    • Ye, J.1    Janardan, R.2    Park, C.H.3    Park, H.4
  • 33
    • 0001765951 scopus 로고    scopus 로고
    • "A Direct LDA Algorithm for High-Dimensional Data with Applications to Face Recognition"
    • H. Yu and J. Yang, "A Direct LDA Algorithm for High-Dimensional Data with Applications to Face Recognition," Pattern Recognition, vol. 34, pp. 2067-2070, 2001.
    • (2001) Pattern Recognition , vol.34 , pp. 2067-2070
    • Yu, H.1    Yang, J.2
  • 34
    • 3543085722 scopus 로고    scopus 로고
    • "Empirical and Theoretical Comparisons of Selected Criterion Functions for Document Clustering"
    • Y. Zhao and G. Karypis, "Empirical and Theoretical Comparisons of Selected Criterion Functions for Document Clustering," Machine Learning, vol. 55, no. 3, pp. 311-331, 2004.
    • (2004) Machine Learning , vol.55 , Issue.3 , pp. 311-331
    • Zhao, Y.1    Karypis, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.