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Volumn 26, Issue 8, 2005, Pages 1029-1038

Support vector machine-based image classification for genetic syndrome diagnosis

Author keywords

Fluorescence in situ hybridization (FISH); Genetics; Multiclass classification by error correcting output code (ECOC); Rejection; Support vector machine (SVM)

Indexed keywords

CELLS; DIAGNOSIS; IMAGE SEGMENTATION; PATTERN RECOGNITION; PROBABILITY; SIGNAL PROCESSING; VECTORS;

EID: 17644374175     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2004.09.048     Document Type: Article
Times cited : (40)

References (21)
  • 1
    • 0032856761 scopus 로고    scopus 로고
    • On domain knowledge and feature selection using a support vector machine
    • O. Barzilay, and V.L. Brailovsky On domain knowledge and feature selection using a support vector machine Pattern Recognition Lett. 20 1999 475 484
    • (1999) Pattern Recognition Lett. , vol.20 , pp. 475-484
    • Barzilay, O.1    Brailovsky, V.L.2
  • 2
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • C. Burges A tutorial on support vector machines for pattern recognition Data Min. Knowl. Disc. 2 1998 121 167
    • (1998) Data Min. Knowl. Disc. , vol.2 , pp. 121-167
    • Burges, C.1
  • 4
    • 10044290699 scopus 로고    scopus 로고
    • Signal discrimination using a support vector machine for genetic syndrome diagnosis
    • 23-26 August, Cambridge, UK
    • David, A., Lerner, B., 2004. Signal discrimination using a support vector machine for genetic syndrome diagnosis. In: 17th Internat. Conf. on Pattern Recognition (ICPR2004), 23-26 August, Cambridge, UK
    • (2004) 17th Internat. Conf. on Pattern Recognition (ICPR2004)
    • David, A.1    Lerner, B.2
  • 5
    • 17144441960 scopus 로고    scopus 로고
    • Face recognition using independent component analysis and support vector machines
    • O. Déniz, M. Castrillón, and M. Hernández Face recognition using independent component analysis and support vector machines Pattern Recognition Lett. 24 2003 2153 2157
    • (2003) Pattern Recognition Lett. , vol.24 , pp. 2153-2157
    • Déniz, O.1    Castrillón, M.2    Hernández, M.3
  • 6
    • 0000259511 scopus 로고    scopus 로고
    • Approximate statistical tests for comparing supervised classification learning algorithms
    • T.G. Dietterich Approximate statistical tests for comparing supervised classification learning algorithms Neural Comput. 10 1998 1895 1923
    • (1998) Neural Comput. , vol.10 , pp. 1895-1923
    • Dietterich, T.G.1
  • 7
    • 0000406788 scopus 로고
    • Solving multiclass learning problems via error-correcting output codes
    • T.G. Dietterich, and G. Bakiri Solving multiclass learning problems via error-correcting output codes J. Artif. Intell. Res. 2 1995 263 286
    • (1995) J. Artif. Intell. Res. , vol.2 , pp. 263-286
    • Dietterich, T.G.1    Bakiri, G.2
  • 8
    • 0032594950 scopus 로고    scopus 로고
    • Support vector machines for spam categorization
    • H. Drucker, D. Wu, and V. Vapnik Support vector machines for spam categorization IEEE Trans. Neural Networks 10 1999 1048 1054
    • (1999) IEEE Trans. Neural Networks , vol.10 , pp. 1048-1054
    • Drucker, H.1    Wu, D.2    Vapnik, V.3
  • 10
    • 0033636139 scopus 로고    scopus 로고
    • Support vector classification and validation of cancer tissue samples using microarray expression
    • T.S. Furey, N. Cristianini, N. Duffy, B.W. Bednarski, M. Schummer, and D. Haussler Support vector classification and validation of cancer tissue samples using microarray expression Bioinformatics 16 2000 906 914
    • (2000) Bioinformatics , vol.16 , pp. 906-914
    • Furey, T.S.1    Cristianini, N.2    Duffy, N.3    Bednarski, B.W.4    Schummer, M.5    Haussler, D.6
  • 11
    • 0242695713 scopus 로고    scopus 로고
    • Kerneltron: Support vector "machine" in silicon
    • R. Genov, and G. Cauwenberghs Kerneltron: Support vector "machine" in silicon IEEE Trans. Neural Networks 14 2003 1426 1434
    • (2003) IEEE Trans. Neural Networks , vol.14 , pp. 1426-1434
    • Genov, R.1    Cauwenberghs, G.2
  • 12
    • 0002714543 scopus 로고    scopus 로고
    • Making large-scale SVM learning practical
    • B. Schölkopf C. Burges A. Smola MIT Press
    • T. Joachims Making large-scale SVM learning practical B. Schölkopf C. Burges A. Smola Advances in Kernel Methods-Support Vector Learning 1999 MIT Press http://svmlight.joachims.org/
    • (1999) Advances in Kernel Methods-Support Vector Learning
    • Joachims, T.1
  • 13
    • 0037290179 scopus 로고    scopus 로고
    • Segmentation of ultrasonic images using support vector machines
    • C. Kotropoulos, and I. Pitas Segmentation of ultrasonic images using support vector machines Pattern Recognition Lett. 24 2003 715 727
    • (2003) Pattern Recognition Lett. , vol.24 , pp. 715-727
    • Kotropoulos, C.1    Pitas, I.2
  • 14
    • 0042329788 scopus 로고    scopus 로고
    • Automatic text detection and removal in video sequences
    • C.W. Lee, K. Jung, and H.J. Kim Automatic text detection and removal in video sequences Pattern Recognition Lett. 24 2003 2607 2623
    • (2003) Pattern Recognition Lett. , vol.24 , pp. 2607-2623
    • Lee, C.W.1    Jung, K.2    Kim, H.J.3
  • 15
    • 0035531656 scopus 로고    scopus 로고
    • A comparison of state-of-the-art classification techniques with application to cytogenetics
    • B. Lerner, and N.D. Lawrence A comparison of state-of-the-art classification techniques with application to cytogenetics Neural Comput. Appl. 10 2001 39 47
    • (2001) Neural Comput. Appl. , vol.10 , pp. 39-47
    • Lerner, B.1    Lawrence, N.D.2
  • 18
    • 0037233257 scopus 로고    scopus 로고
    • Membership authentication in the dynamic group by face classification using SVM ensemble
    • S. Pang, D. Kim, and S.Y. Bang Membership authentication in the dynamic group by face classification using SVM ensemble Pattern Recognition Lett. 24 2003 215 225
    • (2003) Pattern Recognition Lett. , vol.24 , pp. 215-225
    • Pang, S.1    Kim, D.2    Bang, S.Y.3
  • 20
    • 0028938722 scopus 로고
    • CCD microscopy and image analysis of cells and chromosomes stained by fluorescence in situ hybridization
    • H.J. Tanke, R.J. Florijn, J. Wiegant, A.K. Raap, and J. Vrolijk CCD microscopy and image analysis of cells and chromosomes stained by fluorescence in situ hybridization Histochem. J. 27 1995 4 14
    • (1995) Histochem. J. , vol.27 , pp. 4-14
    • Tanke, H.J.1    Florijn, R.J.2    Wiegant, J.3    Raap, A.K.4    Vrolijk, J.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.