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Volumn , Issue , 2014, Pages 47-52

Optimization of general statistical accuracy measures for classification based on learning vector quantization

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; COST FUNCTIONS; LEARNING SYSTEMS; NEURAL NETWORKS;

EID: 84962022990     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (11)

References (27)
  • 2
    • 0003410791 scopus 로고
    • volume 30 of Springer Series in Information Sciences. Springer, Berlin, Heidelberg. (Second Extended Edition 1997)
    • Teuvo Kohonen. Self-Organizing Maps, volume 30 of Springer Series in Information Sciences. Springer, Berlin, Heidelberg, 1995. (Second Extended Edition 1997).
    • (1995) Self-Organizing Maps
    • Kohonen, T.1
  • 3
    • 0036307083 scopus 로고    scopus 로고
    • Comparison of clinical types ofWilson's disease and glucose metabolism in extrapyramidal motor brain regions
    • W. Hermann, H. Barthel, S. Hesse, F. Grahmann, H.-J. Kühn, A. Wagner, and Th. Villmann. Comparison of clinical types ofWilson's disease and glucose metabolism in extrapyramidal motor brain regions. Journal of Neurology, 249(7):896-901, 2002.
    • (2002) Journal of Neurology , vol.249 , Issue.7 , pp. 896-901
    • Hermann, W.1    Barthel, H.2    Hesse, S.3    Grahmann, F.4    Kühn, H.-J.5    Wagner, A.6    Villmann, Th.7
  • 4
    • 21644451517 scopus 로고    scopus 로고
    • Klassifikation des morbus wilson auf der basis neurophysiologischer parameter
    • W. Hermann, P. Günther, A. Wagner, and T. Villmann. Klassifikation des Morbus Wilson auf der Basis neurophysiologischer Parameter. Der Nervenarzt, 76:733-739, 2005.
    • (2005) Der Nervenarzt , vol.76 , pp. 733-739
    • Hermann, W.1    Günther, P.2    Wagner, A.3    Villmann, T.4
  • 5
    • 84961989055 scopus 로고    scopus 로고
    • Relevanzlernen und statistische diskriminanzverfahren zur ICD-10 klassifizierung von SCL90-patienten-profilen bei therapiebeginn
    • G. Plöttner, editor. Leipziger Universitätsverlag, Leipzig, Germany
    • T. Villmann, G. Blaser, A. Körner, and C. Albani. Relevanzlernen und statistische Diskriminanzverfahren zur ICD-10 Klassifizierung von SCL90-Patienten-Profilen bei Therapiebeginn. In G. Plöttner, editor, Aktuelle Entwicklungen in der Psychotherapieforschung, pages 99-118. Leipziger Universitätsverlag, Leipzig, Germany, 2004.
    • (2004) Aktuelle Entwicklungen in der Psychotherapieforschung , pp. 99-118
    • Villmann, T.1    Blaser, G.2    Körner, A.3    Albani, C.4
  • 10
    • 85156210800 scopus 로고    scopus 로고
    • Generalized learning vector quantization
    • D. S. Touretzky, M. C. Mozer, and M. E. Hasselmo, editors. MIT Press, Cambridge, MA, USA
    • A. Sato and K. Yamada. Generalized learning vector quantization. In D. S. Touretzky, M. C. Mozer, and M. E. Hasselmo, editors, Advances in Neural Information Processing Systems 8. Proceedings of the 1995 Conference, pages 423-9. MIT Press, Cambridge, MA, USA, 1996.
    • Advances in Neural Information Processing Systems 8. Proceedings of the 1995 Conference , Issue.1996 , pp. 423-429
    • Sato, A.1    Yamada, K.2
  • 11
    • 0024168388 scopus 로고
    • Learning vector quantization
    • Teuvo Kohonen. Learning Vector Quantization. Neural Networks, 1(Supplement 1):303, 1988.
    • (1988) Neural Networks , vol.1 , pp. 303
    • Kohonen, T.1
  • 13
    • 84893625052 scopus 로고    scopus 로고
    • Class border sensitive generalized learning vector quantization - An alternative to support vector machines
    • MLR-04-2012
    • M. Kästner, M. Riedel, M. Strickert, and T. Villmann. Class border sensitive generalized learning vector quantization - an alternative to support vector machines. Machine Learning Reports, 6(MLR-04-2012):40-56, 2012. ISSN:1865-3960, http://www.techfak.uni-bielefeld.de/~fschleif/mlr/mlr-04-2012.pdf.
    • (2012) Machine Learning Reports , vol.6 , pp. 40-56
    • Kästner, M.1    Riedel, M.2    Strickert, M.3    Villmann, T.4
  • 14
    • 70350225330 scopus 로고    scopus 로고
    • Metric learning for prototype-based classification
    • M. Bianchini, M. Maggini, F. Scarselli, and L.C. Jain, editors, volume 247 of Studies in Computational Intelligence. Springer, Berlin
    • M. Biehl, B. Hammer, P. Schneider, and T. Villmann. Metric learning for prototype-based classification. In M. Bianchini, M. Maggini, F. Scarselli, and L.C. Jain, editors, Innovations in Neural Information Paradigms and Applications, volume 247 of Studies in Computational Intelligence, pages 183-199. Springer, Berlin, 2009.
    • (2009) Innovations in Neural Information Paradigms and Applications , pp. 183-199
    • Biehl, M.1    Hammer, B.2    Schneider, P.3    Villmann, T.4
  • 18
    • 84893386186 scopus 로고    scopus 로고
    • A median variant of generalized learning vector quantization
    • M. Lee, A. Hirose, Z.-G. Hou, and R.M. Kil, editors, volume II of LNCS, Berlin. Springer-Verlag
    • D. Nebel and T. Villmann. A median variant of generalized learning vector quantization. In M. Lee, A. Hirose, Z.-G. Hou, and R.M. Kil, editors, Proceedings of International Conference on Neural Information Processing (ICONIP), volume II of LNCS, pages 19-26, Berlin, 2013. Springer-Verlag.
    • (2013) Proceedings of International Conference on Neural Information Processing (ICONIP) , pp. 19-26
    • Nebel, D.1    Villmann, T.2
  • 20
    • 78149322288 scopus 로고    scopus 로고
    • Window-based example selection in learning vector quantization
    • A.W. Witoelar, A. Gosh, J.J. de Vries, B. Hammer, and M. Biehl. Window-based example selection in learning vector quantization. Neural Computation, 22(11):2924-2961, 2010.
    • (2010) Neural Computation , vol.22 , Issue.11 , pp. 2924-2961
    • Witoelar, A.W.1    Gosh, A.2    De Vries, J.J.3    Hammer, B.4    Biehl, M.5
  • 22
    • 0016772212 scopus 로고
    • Comparison of the predicted and observed secondary structure of T4 phage Iysozyme
    • B.W. Matthews. Comparison of the predicted and observed secondary structure of T4 phage Iysozyme. Biochimica et Biophysica Acta, 405:442-451, 1975.
    • (1975) Biochimica et Biophysica Acta , vol.405 , pp. 442-451
    • Matthews, B.W.1
  • 24
    • 0242386626 scopus 로고    scopus 로고
    • Elektrophysiologisches schädigungsprofil von patienten mit einem morbus wilson'
    • W. Hermann, Th. Villmann, and A. Wagner. Elektrophysiologisches Schädigungsprofil von Patienten mit einem Morbus Wilson'. Der Nervenarzt, 74(10):881-887, 2003.
    • (2003) Der Nervenarzt , vol.74 , Issue.10 , pp. 881-887
    • Hermann, W.1    Villmann, Th.2    Wagner, A.3
  • 27
    • 0033931867 scopus 로고    scopus 로고
    • Assessing the accuracy of prediction algorithms for classification: An overview
    • P. Baldi, S. Brunak, Y. Chauvin, and C. Andersen H. Nielsen. Assessing the accuracy of prediction algorithms for classification: an overview. Bioinformatics, 16(5):412-424, 2000.
    • (2000) Bioinformatics , vol.16 , Issue.5 , pp. 412-424
    • Baldi, P.1    Brunak, S.2    Chauvin, Y.3    Andersen, C.4    Nielsen, H.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.