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Volumn 7441 LNCS, Issue , 2012, Pages 503-510

On using asymmetry information for classification in extended dissimilarity spaces

Author keywords

asymmetric dissimilarity; dissimilarity spaces; extended dissimilarity spaces; prototype selection

Indexed keywords

ASYMMETRIC DISSIMILARITY; CLASSIFICATION ACCURACY; CORRECTION METHOD; DEGREE OF ASYMMETRY; DISSIMILARITY MEASURES; DISSIMILARITY SPACES; EXTENDED DISSIMILARITY SPACES; PATTERN RECOGNITION PROCEDURES; PROTOTYPE SELECTION;

EID: 84865598233     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-33275-3_62     Document Type: Conference Paper
Times cited : (4)

References (11)
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  • 3
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    • Bunke, H., Riesen, K.: Graph Classification Based on Dissimilarity Space Embedding. In: da Vitoria Lobo, N., Kasparis, T., Roli, F., Kwok, J.T., Georgiopoulos, M., Anagnostopoulos, G.C., Loog, M. (eds.) S+SSPR 2008. LNCS, vol. 5342, pp. 996-1007. Springer, Heidelberg (2008)
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    • Bunke, H.1    Riesen, K.2
  • 4
    • 57349096374 scopus 로고    scopus 로고
    • A generalization of dissimilarity representations using feature lines and feature planes
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    • Beyond traditional kernels: Classification in two dissimilarity-based representation spaces
    • Pekalska, E., Duin, R.P.W.: Beyond traditional kernels: Classification in two dissimilarity-based representation spaces. IEEE Trans. Syst. Man Cybern. C, Appl. Rev. 38(6), 729-744 (2008)
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    • Pekalska, E.1    Duin, R.P.W.2
  • 6
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    • Pekalska, E., Paclik, P., Duin, R.P.W.: A generalized kernel approach to dissimilarity-based classification. J. Mach. Learn. Res. 2, 175-211 (2002)
    • (2002) J. Mach. Learn. Res. , vol.2 , pp. 175-211
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  • 7
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    • Non-Euclidean Dissimilarities: Causes and Informativeness
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    • Duin, R.P.W., Pȩkalska, E.: Non-Euclidean Dissimilarities: Causes and Informativeness. In: Hancock, E.R., Wilson, R.C., Windeatt, T., Ulusoy, I., Escolano, F. (eds.) SSPR & SPR 2010. LNCS, vol. 6218, pp. 324-333. Springer, Heidelberg (2010)
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    • Muñoz, A., de Diego, I.M., Moguerza, J.M.: Support vector machine classifiers for asymmetric proximities. In: Kaynak, O., Alpaydin, E., Oja, E., Xu, L. (eds.) ICANN 2003 and ICONIP 2003. LNCS, vol. 2714, pp. 217-224. Springer, Heidelberg (2003)
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.