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Volumn 2, Issue , 2004, Pages 550-555

A faster algorithm for generalized multiple-instance learning

Author keywords

[No Author keywords available]

Indexed keywords

DRUG DISCOVERY; ERROR RATES; GENERALIZATION; MULTIPLE-INSTANCE LEARNING (MIL);

EID: 10044258714     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (14)

References (13)
  • 2
    • 0002469253 scopus 로고    scopus 로고
    • On learning from multi-instance examples: Empirical evaluation of a theoretical approach
    • Morgan Kaufmann
    • Auer, P. 1997. On learning from multi-instance examples: Empirical evaluation of a theoretical approach. In Proc. 14th International Conference on Machine Learning, 21-29. Morgan Kaufmann.
    • (1997) Proc. 14th International Conference on Machine Learning , pp. 21-29
    • Auer, P.1
  • 4
    • 0030649484 scopus 로고    scopus 로고
    • Solving the multiple-instance problem with axis-parallel rectangles
    • Dietterich, T. G.; Lathrop, R. H.; and Lozano-Perez, T. 1997. Solving the multiple-instance problem with axis-parallel rectangles. Artificial Intelligence 89(1-2):31-71.
    • (1997) Artificial Intelligence , vol.89 , Issue.1-2 , pp. 31-71
    • Dietterich, T.G.1    Lathrop, R.H.2    Lozano-Perez, T.3
  • 6
    • 34250091945 scopus 로고
    • Learning quickly when irrelevant attributes abound: A new linear-threshold algorithm
    • Littlestone, N. 1988. Learning quickly when irrelevant attributes abound: A new linear-threshold algorithm. Machine Learning 2:285-318.
    • (1988) Machine Learning , vol.2 , pp. 285-318
    • Littlestone, N.1
  • 8
    • 0002288190 scopus 로고    scopus 로고
    • Multiple-instance learning for natural scene classification
    • Morgan Kaufmann, San Francisco, CA
    • Maron, O., and Ratan, A. L. 1998. Multiple-instance learning for natural scene classification. In Proc. 15th International Conf. on Machine Learning, 341-349. Morgan Kaufmann, San Francisco, CA.
    • (1998) In Proc. 15th International Conf. on Machine Learning , pp. 341-349
    • Maron, O.1    Ratan, A.L.2
  • 10
    • 3343014537 scopus 로고    scopus 로고
    • On generalized multiple-instance learning
    • Dept. of Computer Science, University of Nebraska
    • Scott, S. D.; Zhang, J.; and Brown, J. 2003. On generalized multiple-instance learning. Technical Report UNL-CSE-2003-5, Dept. of Computer Science, University of Nebraska.
    • (2003) Technical Report UNL-CSE-2003-5
    • Scott, S.D.1    Zhang, J.2    Brown, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.