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Volumn 2, Issue , 1996, Pages 891-896

Stabilizing classifiers for very small sample sizes

Author keywords

[No Author keywords available]

Indexed keywords

COVARIANCE MATRIX;

EID: 0000282893     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.1996.547204     Document Type: Conference Paper
Times cited : (60)

References (18)
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    • 63249112814 scopus 로고
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    • ed.P.R.Krishnaiah and L.N.Kanal, North-Holland, Amsterdam
    • A.K.Jain and B.Chandrasekaran, Dimensionality and Sample Size Considerations in Pattern Recognition Practice, in: Handbook of Statistics, vol. 2, ed.P.R.Krishnaiah and L.N.Kanal, pp. 835-855, North-Holland, Amsterdam, 1987.
    • (1987) Handbook of Statistics , vol.2 , pp. 835-855
    • Jain, A.K.1    Chandrasekaran, B.2
  • 3
    • 0026120032 scopus 로고
    • Small sample size effects in statistical pattern recognition: Recommendations for practitioners
    • S.Raudys and A.K.Jain, Small Sample Size Effects in Statistical Pattern Recognition: Recommendations for Practitioners, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.13, no.3, 1991, pp.252-264.
    • (1991) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.13 , Issue.3 , pp. 252-264
    • Raudys, S.1    Jain, A.K.2
  • 4
    • 0000764772 scopus 로고
    • The use of multiple measurements in tacomic problems
    • R.A.Fisher, The Use of Multiple Measurements in Tacomic Problems. Annals of Eugenics, 1936, vol. 7, no. 2.
    • (1936) Annals of Eugenics , vol.7 , Issue.2
    • Fisher, R.A.1
  • 5
    • 0001573189 scopus 로고
    • The precision of discriminant functions
    • R.A.Fisher, The Precision of Discriminant Functions. Annals of Eugenics, 1940, vol.10, no. 4.
    • (1940) Annals of Eugenics , vol.10 , Issue.4
    • Fisher, R.A.1
  • 6
    • 0008863274 scopus 로고
    • On some problems arising of discrimination with multiple characters
    • C.R.Rao, On Some Problems Arising of Discrimination with Multiple Characters, Sankya, 1949, vol. 9, pp. 343-365.
    • (1949) Sankya , vol.9 , pp. 343-365
    • Rao, C.R.1
  • 7
    • 0019020917 scopus 로고
    • On dimensionality sample size classification error and complexity of classification algorithm in pattern recognition
    • S.Raudys and V.Pikelis, On Dimensionality, Sample Size, Classification Error and Complexity of Classification Algorithm in Pattern Recognition, IEEE Transaction on Pattern Analysis and Machine Intelligence, 1980, vol. PAMI-2. no. 3. pp.242-252.
    • (1980) IEEE Transaction on Pattern Analysis and Machine Intelligence , vol.PAMI-2 , Issue.3 , pp. 242-252
    • Raudys, S.1    Pikelis, V.2
  • 9
    • 0024053288 scopus 로고
    • Learned classification of sonar targets using a massively parallel network
    • P.Gorman and T.J.Sejnowski, Learned Classification of Sonar Targets Using a Massively Parallel Network, IEEE Transactions onASSP, 1988, vol.36, no. 7.
    • (1988) IEEE Transactions OnASSP , vol.36 , Issue.7
    • Gorman, P.1    Sejnowski, T.J.2
  • 11
  • 15
    • 84887916087 scopus 로고
    • Regularized discriminant analysis
    • J.M.Friedman, Regularized Discriminant Analysis, JASA 84, 1989, pp. 165-175.
    • (1989) JASA , vol.84 , pp. 165-175
    • Friedman, J.M.1
  • 16
    • 0038035066 scopus 로고
    • Small sample properties of ridge-estimate of covariance matrix in statistical and neural net classification
    • Tartu, Estonia
    • S.Raudys and M.Skurikhina, Small Sample Properties of Ridge-Estimate of Covariance Matrix in Statistical and Neural Net Classification, New Trends in Probability and Statistics, vol. 3, Tartu, Estonia, 1994, pp. 237-245.
    • (1994) New Trends in Probability and Statistics , vol.3 , pp. 237-245
    • Raudys, S.1    Skurikhina, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.