메뉴 건너뛰기




Volumn 4571 LNAI, Issue , 2007, Pages 310-323

Off-line learning with transductive confidence machines: An empirical evaluation

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); COMPUTER SCIENCE; ERROR DETECTION; ONLINE SYSTEMS; PROBLEM SOLVING;

EID: 37249057780     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-73499-4_24     Document Type: Conference Paper
Times cited : (22)

References (17)
  • 2
    • 33644631583 scopus 로고    scopus 로고
    • Qualified predictions for microarray and proteomics pattern diagnostics with confidence machines
    • Bellotti, T., Luo, Z., Gammerman, A., Van Delft, F., Saha, V.: Qualified predictions for microarray and proteomics pattern diagnostics with confidence machines. International Journal of Neural Systems 15(4), 247-258 (2005)
    • (2005) International Journal of Neural Systems , vol.15 , Issue.4 , pp. 247-258
    • Bellotti, T.1    Luo, Z.2    Gammerman, A.3    Van Delft, F.4    Saha, V.5
  • 3
    • 33645977343 scopus 로고    scopus 로고
    • Probability based metrics for nearest neighbor classification and case-based reasoning
    • Althoff, K.-D, Bergmann, R, Branting, L.K, eds, ICCBR 1999, Springer, Heidelberg
    • Blanzieri, E., Ricci, F.: Probability based metrics for nearest neighbor classification and case-based reasoning. In: Althoff, K.-D., Bergmann, R., Branting, L.K. (eds.) ICCBR 1999. LNCS (LNAI), vol. 1650, pp. 14-28. Springer, Heidelberg (1999)
    • (1999) LNCS (LNAI , vol.1650 , pp. 14-28
    • Blanzieri, E.1    Ricci, F.2
  • 5
    • 0031269184 scopus 로고    scopus 로고
    • On the optimality of the simple Bayesian classifier under zero-one loss
    • Domingos, P., Pazzani, M.: On the optimality of the simple Bayesian classifier under zero-one loss. Machine Learning 29(2), 103-130 (1997)
    • (1997) Machine Learning , vol.29 , Issue.2 , pp. 103-130
    • Domingos, P.1    Pazzani, M.2
  • 6
    • 0000764772 scopus 로고
    • The use of multiple measurements in taxonomics problems
    • Fisher, R.: The use of multiple measurements in taxonomics problems. Annals of Eugenics 7, 178-188 (1936)
    • (1936) Annals of Eugenics , vol.7 , pp. 178-188
    • Fisher, R.1
  • 7
    • 0037174204 scopus 로고    scopus 로고
    • Prediction algorithms and confidence measures based on algorithmic randomness theory
    • Gammerman, A., Vovk, V.: Prediction algorithms and confidence measures based on algorithmic randomness theory. Theoretical Computer Science 287(1), 209-217 (2002)
    • (2002) Theoretical Computer Science , vol.287 , Issue.1 , pp. 209-217
    • Gammerman, A.1    Vovk, V.2
  • 9
    • 31144459461 scopus 로고    scopus 로고
    • Efficiency versus convergence of boolean kernels for on-line learning algorithms
    • Khardon, R., Roth, D., Servedio, R.: Efficiency versus convergence of boolean kernels for on-line learning algorithms. Journal of Artificial Intelligence Research 24, 341-356 (2005)
    • (2005) Journal of Artificial Intelligence Research , vol.24 , pp. 341-356
    • Khardon, R.1    Roth, D.2    Servedio, R.3
  • 10
    • 84948132465 scopus 로고    scopus 로고
    • Melluish, T., Saunders, C., Nouretdinov, I., Vovk, V.: Comparing the Bayes and typicalness frameworks. In: Flach, P.A., De Raedt, L. (eds.) ECML 2001. LNCS (LNAI), 2167, pp. 360-371. Springer, Heidelberg (2001)
    • Melluish, T., Saunders, C., Nouretdinov, I., Vovk, V.: Comparing the Bayes and typicalness frameworks. In: Flach, P.A., De Raedt, L. (eds.) ECML 2001. LNCS (LNAI), vol. 2167, pp. 360-371. Springer, Heidelberg (2001)
  • 12
    • 25344452379 scopus 로고    scopus 로고
    • Transductive confidence machines for pattern recognition
    • Technical Report 01-02, Royal Holloway University of London, London, UK
    • Proedrou, K., Nouretdinov, I., Vovk, V., Gammerman, A.: Transductive confidence machines for pattern recognition. Technical Report 01-02, Royal Holloway University of London, London, UK (2001)
    • (2001)
    • Proedrou, K.1    Nouretdinov, I.2    Vovk, V.3    Gammerman, A.4
  • 13
    • 84880657197 scopus 로고    scopus 로고
    • Transduction with confidence and credibility
    • Dean, T, ed, Stockholm, Sweden, July 31, August 6, Morgan Kaufmann, San Francisco
    • Saunders, C., Gammerman, A., Vovk, V.: Transduction with confidence and credibility. In: Dean, T. (ed.) IJCAI 1999. 16th International Joint Conference on Artificial Intelligence, Stockholm, Sweden, July 31 - August 6, 1999, pp. 722-726. Morgan Kaufmann, San Francisco (1999)
    • (1999) IJCAI 1999. 16th International Joint Conference on Artificial Intelligence , pp. 722-726
    • Saunders, C.1    Gammerman, A.2    Vovk, V.3
  • 14
    • 84974712411 scopus 로고    scopus 로고
    • Saunders, C., Gammerman, A., Vovk, V.: Computationally efficient transductive machines. In: Okamoto, T., Hartley, R., Kinshuk, Klus, J. (eds.) ICALT 2000. 11th International Conference on Algorithmic Learning Theory, Madison, WI, August 6-8, 2000, pp. 325-333. IEEE Computer Society Press, Los Alamitos (2000)
    • Saunders, C., Gammerman, A., Vovk, V.: Computationally efficient transductive machines. In: Okamoto, T., Hartley, R., Kinshuk, Klus, J. (eds.) ICALT 2000. 11th International Conference on Algorithmic Learning Theory, Madison, WI, August 6-8, 2000, pp. 325-333. IEEE Computer Society Press, Los Alamitos (2000)
  • 16
    • 36048936598 scopus 로고    scopus 로고
    • Off-line learning with transductive confidence machines: An empirical evaluation
    • 07-03, Universiteit Maastricht, Maastricht, The Netherlands
    • Vanderlooy, S., van der Maaten, L., Sprinkhuizen-Kuyper, I.: Off-line learning with transductive confidence machines: an empirical evaluation. Technical Report MICC-IKAT 07-03, Universiteit Maastricht, Maastricht, The Netherlands (2007)
    • (2007) Technical Report MICC-IKAT
    • Vanderlooy, S.1    van der Maaten, L.2    Sprinkhuizen-Kuyper, I.3
  • 17
    • 84892133506 scopus 로고    scopus 로고
    • Algorithmic Learning in a Random World
    • Springer, Heidelberg
    • Vovk, V., Gammerman, A., Shafer, G.: Algorithmic Learning in a Random World. LNCS. Springer, Heidelberg (2005)
    • (2005) LNCS
    • Vovk, V.1    Gammerman, A.2    Shafer, G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.