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Volumn 1451, Issue , 1998, Pages 583-592

Structures of the covariance matrices in the classifier design

Author keywords

Covariance matrix; Dimensionality; Generalization; Learning sel size; Parameters reduction; Regularized discriminant analysis; Single layer perceptron

Indexed keywords

DISCRIMINANT ANALYSIS; PATTERN RECOGNITION;

EID: 35048840674     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/bfb0033282     Document Type: Conference Paper
Times cited : (16)

References (10)
  • 1
    • 0016087007 scopus 로고
    • Discriminanl fimction designed on independent blocks of variables. -l'roc
    • (in Russian)
    • Deev, A.D. (1974). Discriminanl fimction designed on independent blocks of variables. -l'roc. Acad of Sol. of USSR, Eng. Cybernetics, (USSR J.), 12,. 153-156 (in Russian).
    • (1974) Acad of Sol. of USSR, Eng. Cybernetics, (USSR J.) , vol.12 , pp. 153-156
    • Deev, A.D.1
  • 5
    • 0007826528 scopus 로고
    • On tile amount of a priori information in designing the classification algorithm
    • (in Russian)
    • Raudys, S. (1972). On tile amount of a priori information in designing the classification algorithm. Proc. Acad. Of Sci, of USSR, Eng. Cybernetics, 14, 168-174 (in Russian).
    • (1972) Proc. Acad. of Sci, of USSR, Eng. Cybernetics , vol.14 , pp. 168-174
    • Raudys, S.1
  • 7
    • 84898777449 scopus 로고    scopus 로고
    • Linear classifiers in perceptron design, ICPRI3
    • (Vienna, Austria, Aug.25-29), Track D: Parallel and Connectionist Systems, IEEE Computer Sociely Press, Los Alamitos
    • Raudys, S. (1996). Linear classifiers in perceptron design, ICPRI3, Proc. 13th Int. Conf on Pattern Recognition (Vienna, Austria, Aug.25-29) Vol. 4, Track D: Parallel and Connectionist Systems, IEEE Computer Sociely Press, Los Alamitos, 1996, 763-767.
    • (1996) Proc. 13Th Int. Conf on Pattern Recognition , vol.4 , pp. 763-767
    • Raudys, S.1
  • 8
  • 9
    • 0026120032 scopus 로고
    • Small sample size effects in statistical pattern recognition: Recommendations for practitioners
    • Raudys, S. & Jain, A.K. (1991), Small sample size effects in statistical pattern recognition: Recommendations for practitioners- IEEE Trans. on Pattern Analysis and Machine Intelligence, PAMI-13, 252-264.
    • (1991) IEEE Trans. On Pattern Analysis and Machine Intelligence , vol.PAMI-13 , pp. 252-264
    • Raudys, S.1    Jain, A.K.2
  • 10
    • 0019020917 scopus 로고
    • On dimensionality, sample size, classification error and compicxily of the classification algorilhm in pattern recognition
    • Raudys, S. & Pikelis, V. (1980). On dimensionality, sample size, classification error and compicxily of the classification algorilhm in pattern recognition. IEEE 7"rans. On Pattern Anal.vsis and Machine Intelligence, PAMI-2 (3), 242-252.
    • (1980) IEEE 7"Rans. On Pattern Anal.Vsis and Machine Intelligence , vol.PAMI-2 , Issue.3 , pp. 242-252
    • Raudys, S.1    Pikelis, V.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.