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Volumn 1455, Issue , 2015, Pages 55-66

Algorithm selection via meta-learning and sample-based active testing

Author keywords

Active testing; Algorithm ranking; Algorithm selection; Meta learning

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; ITERATIVE METHODS; LEARNING SYSTEMS;

EID: 84944257623     PISSN: 16130073     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (12)

References (20)
  • 2
    • 84974662336 scopus 로고    scopus 로고
    • A comparison of ranking methods for classification algorithm selection
    • Springer
    • Brazdil, P., Soares, C.: A Comparison of Ranking Methods for Classification Algorithm Selection. In: Machine Learning: ECML 2000, pp. 63-75. Springer (2000)
    • (2000) Machine Learning: ECML 2000 , pp. 63-75
    • Brazdil, P.1    Soares, C.2
  • 3
    • 0037361994 scopus 로고    scopus 로고
    • Ranking learning algorithms: Using IBL and meta-learning on accuracy and time results
    • Brazdil, P., Soares, C., Da Costa, J. P.: Ranking learning algorithms: Using IBL and meta-learning on accuracy and time results. Machine Learning 50(3), 251-277 (2003)
    • (2003) Machine Learning , vol.50 , Issue.3 , pp. 251-277
    • Brazdil, P.1    Soares, C.2    Da Costa, J.P.3
  • 5
    • 29644438050 scopus 로고    scopus 로고
    • Statistical comparisons of classifiers over multiple data sets
    • Demšar, J.: Statistical Comparisons of Classifiers over Multiple Data Sets. The Journal of Machine Learning Research 7, 1-30 (2006)
    • (2006) The Journal of Machine Learning Research , vol.7 , pp. 1-30
    • Demšar, J.1
  • 10
    • 77956031602 scopus 로고    scopus 로고
    • Active testing strategy to predict the best classification algorithm via sampling and metalearning
    • Leite, R., Brazdil, P.: Active Testing Strategy to Predict the Best Classification Algorithm via Sampling and Metalearning. In: ECAI. pp. 309-314 (2010)
    • (2010) ECAI , pp. 309-314
    • Leite, R.1    Brazdil, P.2
  • 17
    • 0003056605 scopus 로고
    • The algorithm selection problem
    • Rice, J. R.: The Algorithm Selection Problem. Advances in Computers 15, 65-118 (1976)
    • (1976) Advances in Computers , vol.15 , pp. 65-118
    • Rice, J.R.1
  • 19
    • 49749086726 scopus 로고    scopus 로고
    • Cross-disciplinary perspectives on meta-learning for algorithm selection
    • Smith-Miles, K. A.: Cross-disciplinary Perspectives on Meta-Learning for Algorithm Selection. ACM Computing Surveys (CSUR) 41(1), 6:1-6:25 (2008)
    • (2008) ACM Computing Surveys (CSUR) , vol.41 , Issue.1 , pp. 61-625
    • Smith-Miles, K.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.