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Volumn 3077, Issue , 2004, Pages 283-292

An empirical comparison of hierarchical vs. two-level approaches to multiclass problems

Author keywords

[No Author keywords available]

Indexed keywords

BINS; PROBLEM SOLVING;

EID: 21144446383     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-25966-4_28     Document Type: Article
Times cited : (25)

References (19)
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  • 7
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    • Reducing Multiclass to Binary: A Unifying Approach for Margin Classifiers
    • Morgan Kaufmann, San Francisco, CA
    • Allwein, E. L., Schapire, R. E., Singer, Y.: Reducing Multiclass to Binary: A Unifying Approach for Margin Classifiers, Proc. 17th International Conf. on Machine Learning, Morgan Kaufmann, San Francisco, CA, (2000), 9-16.
    • (2000) Proc. 17th International Conf. on Machine Learning , pp. 9-16
    • Allwein, E.L.1    Schapire, R.E.2    Singer, Y.3
  • 8
    • 0008965347 scopus 로고    scopus 로고
    • On the Learnability and Design of Output Codes for Multiclass Problems
    • Crammer, K., Singer, Y.: On the Learnability and Design of Output Codes for Multiclass Problems, Computational Learning Theory, (2000), 35-46.
    • (2000) Computational Learning Theory , pp. 35-46
    • Crammer, K.1    Singer, Y.2
  • 13
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    • Serial Multiple Classifier Systems Exploiting a Coarse to Fine Output Coding
    • T. Windeatt and F. Roli (Eds), Springer
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    • (2003) LNCS, Vol 2709, (Proc. MCS 2003 Workshop) , pp. 96-104
    • Kittler, J.1    Ahmadyfard, A.2    Windridge, D.3
  • 14
    • 0000383868 scopus 로고
    • Parallel Networks that learn to pronounce English text
    • Sejnowski, T. J., Rosenberg, C. R.: Parallel Networks that learn to pronounce English text, Complex Systems, 1, (1987), 145-168.
    • (1987) Complex Systems , vol.1 , pp. 145-168
    • Sejnowski, T.J.1    Rosenberg, C.R.2
  • 16
    • 50549175697 scopus 로고
    • On a Class of Error Correcting Binary Group Codes
    • Bose, R. C., Ray-Chauduri, D. K.: On a Class of Error Correcting Binary Group Codes, Information and Control, (3), (1960), 68-79.
    • (1960) Information and Control , vol.3 , pp. 68-79
    • Bose, R.C.1    Ray-Chauduri, D.K.2
  • 17
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    • (2003) LNCS, Vol 2709, (Proc. MCS 2003 Workshop) , pp. 156-165
    • Tapia, E.1    Gonzalez, J.C.2    Garcia-Villalba, J.3
  • 18
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    • Irvine, CA: University of California, Department of Information and Computer Science
    • Blake, C. L, Merz, C. J.: UCI Repository of Machine Learning Databases [http://www.ics.uci.edu/~mlearn/MLRepository.html]. Irvine, CA: University of California, Department of Information and Computer Science, (1998).
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.