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Volumn 3558 LNAI, Issue , 2005, Pages 457-468

Meta-data: Characterization of input features for meta-learning

Author keywords

[No Author keywords available]

Indexed keywords

FEATURE EXTRACTION; KNOWLEDGE ACQUISITION; KNOWLEDGE BASED SYSTEMS; LEARNING SYSTEMS; PERFORMANCE;

EID: 26944466243     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11526018_45     Document Type: Conference Paper
Times cited : (81)

References (10)
  • 1
    • 1642379397 scopus 로고    scopus 로고
    • Introduction to the special issue on meta-learning
    • Giraud-Carrier, C., Vilalta, R. and Brazdil, P.: Introduction to the special issue on meta-learning. Machine Learning, 54 (2004) 187-193.
    • (2004) Machine Learning , vol.54 , pp. 187-193
    • Giraud-Carrier, C.1    Vilalta, R.2    Brazdil, P.3
  • 3
    • 0010687619 scopus 로고
    • Dynamical selection of learning algorithms
    • Fisher, D., Lenz, H.J. (eds.) , Springer-Verlag, Berlin Heidelberg New York
    • Merz, C.J.: Dynamical selection of learning algorithms. In: Fisher, D., Lenz, H.J. (eds.): Learning from data: Artificial Intelligence and Statistics, Springer-Verlag, Berlin Heidelberg New York (1995).
    • (1995) Learning from Data: Artificial Intelligence and Statistics
    • Merz, C.J.1
  • 4
    • 0010727928 scopus 로고    scopus 로고
    • Data transformation and model selection by experimentation and meta-learning
    • Brazdil, P.B.: Data transformation and model selection by experimentation and meta-learning. Proceedings of the ECML98 Workshop (1998) 11-17.
    • (1998) Proceedings of the ECML98 Workshop , pp. 11-17
    • Brazdil, P.B.1
  • 7
    • 1642276856 scopus 로고    scopus 로고
    • A meta-learning method to select the kernel width in support vector regression
    • Soares, C., Brazdil, P.B. and Kuba, P.: A meta-learning method to select the kernel width in support vector regression. Machine Learning, 54 (2004) 195-209.
    • (2004) Machine Learning , vol.54 , pp. 195-209
    • Soares, C.1    Brazdil, P.B.2    Kuba, P.3
  • 8
    • 0037361994 scopus 로고    scopus 로고
    • Ranking learning algorithms: Using IBL and meta-learning on accuracy & time results
    • Brazdil, P., Soares, C., and Costa, J.: Ranking learning algorithms: Using IBL and meta-learning on accuracy & time results. Machine Learning 50(3) (2003) 251-277.
    • (2003) Machine Learning , vol.50 , Issue.3 , pp. 251-277
    • Brazdil, P.1    Soares, C.2    Costa, J.3
  • 9
    • 0013151507 scopus 로고    scopus 로고
    • AST: Support for algorithm selection with a CBR approach
    • Proceedings of the 16th International Conference on Machine Learning
    • Linder, C. and Studer, R.: AST: Support for Algorithm Selection with a CBR Approach. Proceedings of the 16th International Conference on Machine Learning, Workshop on Recent Advances in Meta-Learning and Future Work. (1999).
    • (1999) Workshop on Recent Advances in Meta-learning and Future Work
    • Linder, C.1    Studer, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.