메뉴 건너뛰기




Volumn 4013 LNAI, Issue , 2006, Pages 467-478

On the performance of Chernoff-distance-based linear dimensionality reduction techniques

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFIERS; COMPUTATIONAL METHODS; COMPUTER SCIENCE; DATA ACQUISITION; INFORMATION TECHNOLOGY; OPTIMIZATION;

EID: 33746094644     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11766247_40     Document Type: Conference Paper
Times cited : (7)

References (18)
  • 1
    • 0031077975 scopus 로고    scopus 로고
    • Linear discriminant analysis for two classes via removal of classification structure
    • M. Aladjem. Linear Discriminant Analysis for Two Classes Via Removal of Classification Structure. IEEE Trans. on Pattern Analysis and Machine Intelligence, 19(2):187-192, 1997.
    • (1997) IEEE Trans. on Pattern Analysis and Machine Intelligence , vol.19 , Issue.2 , pp. 187-192
    • Aladjem, M.1
  • 2
    • 0036473287 scopus 로고    scopus 로고
    • Two variations on Fisher's linear discriminant for pattern recognition
    • T. Cooke. Two Variations on Fisher's Linear Discriminant for Pattern Recognition. IEEE Transations on Pattern Analysis and Machine Intelligence, 24(2):268-273, 2002.
    • (2002) IEEE Transations on Pattern Analysis and Machine Intelligence , vol.24 , Issue.2 , pp. 268-273
    • Cooke, T.1
  • 3
    • 0034818997 scopus 로고    scopus 로고
    • A linear constrained distance-based discriminant analysis for hyperspectral image classification
    • Q. Du and C. Chang. A Linear Constrained Distance-based Discriminant Analysis for Hyperspectral Image Classification. Pattern Recognition, 34(2):361-373, 2001.
    • (2001) Pattern Recognition , vol.34 , Issue.2 , pp. 361-373
    • Du, Q.1    Chang, C.2
  • 4
  • 6
    • 3042673775 scopus 로고    scopus 로고
    • Linear dimensionality reduction via a heteroscedastic extension of LDA: The Chernoff criterion
    • M. Loog and P.W. Duin. Linear Dimensionality Reduction via a Heteroscedastic Extension of LDA: The Chernoff Criterion. IEEE Transactions on Pattern Analysis and Machine Intelligence, 26(6):732-739, 2004.
    • (2004) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.26 , Issue.6 , pp. 732-739
    • Loog, M.1    Duin, P.W.2
  • 8
    • 0034135222 scopus 로고    scopus 로고
    • Adaptive linear dimensionality reduction for classification
    • R. Lotlikar and R. Kothari. Adaptive Linear Dimensionality Reduction for Classification. Pattern Recognition, 33(2):185-194, 2000.
    • (2000) Pattern Recognition , vol.33 , Issue.2 , pp. 185-194
    • Lotlikar, R.1    Kothari, R.2
  • 12
    • 0031162662 scopus 로고    scopus 로고
    • On dimensionality, sample size, and classification error of nonparametric linear classification
    • S. Raudys. On Dimensionality, Sample Size, and Classification Error of Nonparametric Linear Classification. IEEE Transactions on Pattern Analysis and Machine Intelligence, 19(6):667-671, 1997.
    • (1997) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.19 , Issue.6 , pp. 667-671
    • Raudys, S.1
  • 13
    • 0032029282 scopus 로고    scopus 로고
    • Evolution and generalization of a single neurone: I. Single-layer perception as seven statistical classifiers
    • S. Raudys. Evolution and Generalization of a Single Neurone: I. Single-layer Perception as Seven Statistical Classifiers. Neural Networks, 11(2):283-296, 1998.
    • (1998) Neural Networks , vol.11 , Issue.2 , pp. 283-296
    • Raudys, S.1
  • 14
    • 0032029243 scopus 로고    scopus 로고
    • Evolution and generalization of a single neurone: II. Complexity of statistical classifiers and sample size considerations
    • S. Raudys. Evolution and Generalization of a Single Neurone: II. Complexity of Statistical Classifiers and Sample Size Considerations. Neural Networks, 11(2):297-313, 1998.
    • (1998) Neural Networks , vol.11 , Issue.2 , pp. 297-313
    • Raudys, S.1
  • 15
    • 0344982947 scopus 로고    scopus 로고
    • Selecting the best hyperplane in the framework of optimal pairwise linear classifiers
    • L. Rueda. Selecting the Best Hyperplane in the Framework of Optimal Pairwise Linear Classifiers. Pattern Recognition Letters, 25(2):49-62, 2004.
    • (2004) Pattern Recognition Letters , vol.25 , Issue.2 , pp. 49-62
    • Rueda, L.1
  • 17
    • 0036473040 scopus 로고    scopus 로고
    • On optimal pairwise linear classifiers for normal distributions: The two-dimensional case
    • February
    • L. Rueda and B. J. Oommen. On Optimal Pairwise Linear Classifiers for Normal Distributions: The Two-Dimensional Case. IEEE Transations on Pattern Analysis and Machine Intelligence, 24(2):274-280, February 2002.
    • (2002) IEEE Transations on Pattern Analysis and Machine Intelligence , vol.24 , Issue.2 , pp. 274-280
    • Rueda, L.1    Oommen, B.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.