메뉴 건너뛰기




Volumn 4571 LNAI, Issue , 2007, Pages 17-31

Comparison of a novel combined ECOC strategy with different multiclass algorithms together with parameter optimization methods

Author keywords

[No Author keywords available]

Indexed keywords

MULTI AGENT SYSTEMS; OPTIMIZATION; PARAMETER ESTIMATION; SUPPORT VECTOR MACHINES; USER INTERFACES;

EID: 37249071311     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-73499-4_3     Document Type: Conference Paper
Times cited : (5)

References (26)
  • 2
    • 0030211964 scopus 로고    scopus 로고
    • Bagging Predictors
    • Breiman, L.: Bagging Predictors. In: Machine Learning 24, 123-140 (1996)
    • (1996) Machine Learning , vol.24 , pp. 123-140
    • Breiman, L.1
  • 4
    • 0010442827 scopus 로고    scopus 로고
    • On the Algorithmic Implementation of Multiclass Kernel-based Vector Machines
    • Crammer, K., Singer, Y.: On the Algorithmic Implementation of Multiclass Kernel-based Vector Machines. Journal of Machine Learning Reseach 2, 265-292 (2001)
    • (2001) Journal of Machine Learning Reseach , vol.2 , pp. 265-292
    • Crammer, K.1    Singer, Y.2
  • 5
    • 0000406788 scopus 로고
    • Solving Multiclass Learning Problems via Error-Correcting Output Codes
    • Dietterich, T., Bakiri, G.: Solving Multiclass Learning Problems via Error-Correcting Output Codes. Journal of Artificial Intelligence Research 2, 263-286 (1995)
    • (1995) Journal of Artificial Intelligence Research , vol.2 , pp. 263-286
    • Dietterich, T.1    Bakiri, G.2
  • 10
    • 14644395985 scopus 로고    scopus 로고
    • The Entire Regularization Path for the Support Vector Machine
    • Technical Report, Statistics Department, Stanford University
    • Hastie, T., Rosset, S., Tibshirani, R., Zhu, J.: The Entire Regularization Path for the Support Vector Machine. Technical Report, Statistics Department, Stanford University (2004)
    • (2004)
    • Hastie, T.1    Rosset, S.2    Tibshirani, R.3    Zhu, J.4
  • 12
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multi-class Support Vector Machines
    • Hsu, C.-W., Lin, C.-J.: A comparison of methods for multi-class Support Vector Machines. IEEE Transactions on Neural Networks 13, 415-425 (2002)
    • (2002) IEEE Transactions on Neural Networks , vol.13 , pp. 415-425
    • Hsu, C.-W.1    Lin, C.-J.2
  • 13
    • 30744476239 scopus 로고    scopus 로고
    • Generalized Bradley-Terry Models and Multiclass Probability Estimates
    • Huang, T.-J., Weng, R.C., Lin, C.-J.: Generalized Bradley-Terry Models and Multiclass Probability Estimates. Journal of Machine Learning Research 7, 85-115 (2006)
    • (2006) Journal of Machine Learning Research , vol.7 , pp. 85-115
    • Huang, T.-J.1    Weng, R.C.2    Lin, C.-J.3
  • 19
    • 0003243224 scopus 로고    scopus 로고
    • Probabilistic Ouputs for Support Vector Machines and Comparisons to Regularized Likelihood Methods
    • MIT Press, Cambridge
    • Piatt, J.C.: Probabilistic Ouputs for Support Vector Machines and Comparisons to Regularized Likelihood Methods. In: Proceedings of Advances in Large-Margin Classifiers, pp. 61-74. MIT Press, Cambridge (1999)
    • (1999) Proceedings of Advances in Large-Margin Classifiers , pp. 61-74
    • Piatt, J.C.1
  • 23
    • 34547295996 scopus 로고    scopus 로고
    • Multiclass Learning at One-Class Complexity. Information-Signals, Images, Systems (ISIS Group), Electronics and Computer Science
    • Technical Report
    • Szedmak, S., Shawe-Taylor, J.: Multiclass Learning at One-Class Complexity. Information-Signals, Images, Systems (ISIS Group), Electronics and Computer Science. Technical Report (2005)
    • (2005)
    • Szedmak, S.1    Shawe-Taylor, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.