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Volumn 22, Issue 2, 2005, Pages 135-147

Multi-instance learning based web mining

Author keywords

Data mining; Machine learning; Multi instance learning; Text categorization; Web index recommendation; Web mining

Indexed keywords

DATA MINING; LEARNING ALGORITHMS; NEURAL NETWORKS; PROBLEM SOLVING; WEB BROWSERS; WORLD WIDE WEB;

EID: 15544389390     PISSN: 0924669X     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10489-005-5602-z     Document Type: Article
Times cited : (129)

References (26)
  • 1
    • 0004082786 scopus 로고    scopus 로고
    • PhD dissertation, Department of Electrical Engineering and Computer Science, MIT, Jun
    • O. Maron, "Learning from ambiguity, " PhD dissertation, Department of Electrical Engineering and Computer Science, MIT, Jun. 1998.
    • (1998) Learning from Ambiguity
    • Maron, O.1
  • 2
    • 0030649484 scopus 로고    scopus 로고
    • Solving the multiple-instance problem with axis-parallel rectangles
    • T.G. Dietterich, R.H. Lathrop, and T. Lozano-Pérez, "Solving the multiple-instance problem with axis-parallel rectangles, " Artificial Intelligence, vol. 89, nos. 1-2, pp. 31-71, 1997.
    • (1997) Artificial Intelligence , vol.89 , Issue.1-2 , pp. 31-71
    • Dietterich, T.G.1    Lathrop, R.H.2    Lozano-Pérez, T.3
  • 3
    • 0031701616 scopus 로고    scopus 로고
    • PAC learning axis-aligned rectangles with respect to product distributions from multiple-instance examples
    • P.M. Long and L. Tan, "PAC learning axis-aligned rectangles with respect to product distributions from multiple-instance examples, " Machine Learning, vol. 30, no. 1, pp. 7-21, 1998.
    • (1998) Machine Learning , vol.30 , Issue.1 , pp. 7-21
    • Long, P.M.1    Tan, L.2
  • 4
    • 0032302519 scopus 로고    scopus 로고
    • Approximating hyper-rectangles: Learning and pseudo-random sets
    • P. Auer, P.M. Long, and A. Srinivasan, "Approximating hyper-rectangles: Learning and pseudo-random sets, " Journal of Computer and System Sciences, vol. 57, no. 3, pp. 376-388, 1998.
    • (1998) Journal of Computer and System Sciences , vol.57 , Issue.3 , pp. 376-388
    • Auer, P.1    Long, P.M.2    Srinivasan, A.3
  • 5
    • 0002469253 scopus 로고    scopus 로고
    • On learning from multi-instance examples: Empirical evaluation of a theoretical approach
    • Nashville, TN
    • P. Auer, "On learning from multi-instance examples: Empirical evaluation of a theoretical approach, " in Proceedings of the 14th International Conference on Machine Learning, Nashville, TN, 1997, pp. 21-29.
    • (1997) Proceedings of the 14th International Conference on Machine Learning , pp. 21-29
    • Auer, P.1
  • 6
    • 0031704194 scopus 로고    scopus 로고
    • A note on learning from multiple-instance examples
    • A. Blum and A. Kalai, "A note on learning from multiple-instance examples, " Machine Learning, vol. 30, no. 1, pp. 23-29, 1998.
    • (1998) Machine Learning , vol.30 , Issue.1 , pp. 23-29
    • Blum, A.1    Kalai, A.2
  • 7
    • 84898935332 scopus 로고    scopus 로고
    • A framework for multiple-instance learning
    • edited by M.I. Jordan, M.J. Kearns, and S.A. Solla, MIT Press: Cambridge, MA
    • O. Maron and T. Lozano-Pérez, "A framework for multiple-instance learning, " in Advances in Neural Information Processing Systems 10, edited by M.I. Jordan, M.J. Kearns, and S.A. Solla, MIT Press: Cambridge, MA, 1998, pp. 570-576.
    • (1998) Advances in Neural Information Processing Systems , vol.10 , pp. 570-576
    • Maron, O.1    Lozano-Pérez, T.2
  • 12
    • 84949443498 scopus 로고    scopus 로고
    • Solving multiple-instance and multiple-part learning problems with decision trees and decision rules. Application to the mutagenesis problem
    • edited by E. Stroulia and S. Matwin, Springer: Berlin
    • Y. Chevaleyre and J.-D. Zucker, "Solving multiple-instance and multiple-part learning problems with decision trees and decision rules. Application to the mutagenesis problem, " in Lecture Notes in Artificial Intelligence 2056, edited by E. Stroulia and S. Matwin, Springer: Berlin, 2001, pp. 204-214.
    • (2001) Lecture Notes in Artificial Intelligence , vol.2056 , pp. 204-214
    • Chevaleyre, Y.1    Zucker, J.-D.2
  • 13
    • 1642337173 scopus 로고    scopus 로고
    • Neural networks for multi-instance learning
    • AI Lab, Computer Science & Technology Department, Nanjing University, Nanjing, China, Aug.
    • Z.-H. Zhou and M.-L. Zhang, "Neural networks for multi-instance learning, " Technical Report, AI Lab, Computer Science & Technology Department, Nanjing University, Nanjing, China, Aug. 2002.
    • (2002) Technical Report
    • Zhou, Z.-H.1    Zhang, M.-L.2
  • 14
    • 84898999828 scopus 로고    scopus 로고
    • EM-DD: An improved multi-instance learning technique
    • edited by T.G. Dietterich, S. Becker, and Z. Ghahramani, MIT Press: Cambridge, MA
    • Q. Zhang and S.A. Goldman, "EM-DD: An improved multi-instance learning technique, " in Advances in Neural Information Processing Systems 14, edited by T.G. Dietterich, S. Becker, and Z. Ghahramani, MIT Press: Cambridge, MA, 2002, pp. 1073-1080.
    • (2002) Advances in Neural Information Processing Systems , vol.14 , pp. 1073-1080
    • Zhang, Q.1    Goldman, S.A.2
  • 16
    • 1642273823 scopus 로고    scopus 로고
    • Ensembles of multi-instance learners
    • edited by N. Lavrac, D. Gamberger, H. Blockeel, and L. Todorovski, Springer: Berlin
    • Z.-H. Zhou and M.-L. Zhang, "Ensembles of multi-instance learners, " in Lecture Notes in Artificial Intelligence 2837, edited by N. Lavrac, D. Gamberger, H. Blockeel, and L. Todorovski, Springer: Berlin, 2003, pp. 492-502.
    • (2003) Lecture Notes in Artificial Intelligence , vol.2837 , pp. 492-502
    • Zhou, Z.-H.1    Zhang, M.-L.2
  • 19
    • 84947422232 scopus 로고    scopus 로고
    • Attribute-value learning versus inductive logic programming: The missing links
    • edited by D. Page, Berlin: Springer
    • L. De Raedt, "Attribute-value learning versus inductive logic programming: The missing links, " in Lecture Notes in Artificial Intelligence 1446, edited by D. Page, Berlin: Springer, 1998, pp. 1-8.
    • (1998) Lecture Notes in Artificial Intelligence , vol.1446 , pp. 1-8
    • De Raedt, L.1
  • 21
    • 84947432924 scopus 로고    scopus 로고
    • Learning structurally indeterminate clauses
    • edited by D. Page, Springer: Berlin
    • J.-D. Zucker and J.-G. Ganascia, "Learning structurally indeterminate clauses, " in Lecture Notes in Artificial Intelligence 1446, edited by D. Page, Springer: Berlin, 1998, pp. 235-244.
    • (1998) Lecture Notes in Artificial Intelligence , vol.1446 , pp. 235-244
    • Zucker, J.-D.1    Ganascia, J.-G.2
  • 23
    • 0002676017 scopus 로고    scopus 로고
    • Lazy learning: Special issue editorial
    • D.W. Aha, "Lazy learning: Special issue editorial, " Artificial Intelligence Review, vol. 11, nos. 1-5, pp. 7-10, 1997.
    • (1997) Artificial Intelligence Review , vol.11 , Issue.1-5 , pp. 7-10
    • Aha, D.W.1
  • 24
    • 0042545830 scopus 로고
    • A comparison of dynamic reposing and tangent distance for drug activity prediction
    • edited by J. Cowan, G. Tesauro, and J. Alspector, San Mateo: Morgan Kaufmann
    • T.G. Dietterich, A. Jain, R.H. Lathrop, and T. Lozano-Pérez, "A comparison of dynamic reposing and tangent distance for drug activity prediction, " in Advances in Neural Information Processing Systems 6, edited by J. Cowan, G. Tesauro, and J. Alspector, San Mateo: Morgan Kaufmann, 1994, pp. 216-223.
    • (1994) Advances in Neural Information Processing Systems , vol.6 , pp. 216-223
    • Dietterich, T.G.1    Jain, A.2    Lathrop, R.H.3    Lozano-Pérez, T.4
  • 26
    • 0002409860 scopus 로고    scopus 로고
    • A probabilistic analysis of the Rocchio algorithm with TFIDF for text categorization
    • Nashville, TN
    • T. Joachims, "A probabilistic analysis of the Rocchio algorithm with TFIDF for text categorization, " in Proceedings of the 14th International Conference on Machine Learning, Nashville, TN, 1997, pp. 143-151.
    • (1997) Proceedings of the 14th International Conference on Machine Learning , pp. 143-151
    • Joachims, T.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.