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Volumn 27, Issue 3, 1997, Pages 241-257

Using Background Knowledge to Build Multistrategy Learners

Author keywords

Background knowledge; Inductive logic programming; Knowledge representation; Multistrategy learning

Indexed keywords

INDUCTIVE LOGIC PROGRAMMING; MULTISTRATEGY LEARNING;

EID: 0031166126     PISSN: 08856125     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1007313824964     Document Type: Article
Times cited : (3)

References (32)
  • 4
    • 34249966007 scopus 로고
    • The CN2 induction algorithm
    • Clark, P., & Niblett, T. (1989). The CN2 induction algorithm. Machine Learning, 3(4):261-283.
    • (1989) Machine Learning , vol.3 , Issue.4 , pp. 261-283
    • Clark, P.1    Niblett, T.2
  • 6
    • 0002428766 scopus 로고    scopus 로고
    • Learning to classify english text with ILP methods
    • L. De Raedt (Ed.), IOS Press
    • Cohen, W. (1996). Learning to classify english text with ILP methods. In L. De Raedt (Ed.), Advances in Logic Programming (pp. 124-143). IOS Press.
    • (1996) Advances in Logic Programming , pp. 124-143
    • Cohen, W.1
  • 9
    • 0000764772 scopus 로고
    • The use of multiple measurements in taxonomic problems
    • Fisher, R.A. (1936). The use of multiple measurements in taxonomic problems. Annals of Eugenics, 7:179-188.
    • (1936) Annals of Eugenics , vol.7 , pp. 179-188
    • Fisher, R.A.1
  • 10
    • 85152635090 scopus 로고
    • An ounce of knowledge is worth a ton of data
    • A.M. Segre (Ed.), Ithaca, New York: Morgan Kaufmann
    • Gaines, B.R. (1989). An ounce of knowledge is worth a ton of data. In A.M. Segre (Ed.), Proceedings of the Sixth International Workshop on Machine Learning (pp. 156-159). Ithaca, New York: Morgan Kaufmann.
    • (1989) Proceedings of the Sixth International Workshop on Machine Learning , pp. 156-159
    • Gaines, B.R.1
  • 11
    • 85010042877 scopus 로고
    • Learning internal representation by back-propagating errors
    • D.E. Rumelhart, J.L. McClelland, & The PDP Research Group (Eds.), Cambridge, MA: MIT Press
    • Hinton, G.E., Rumelhart, D.E., & Williams, R.J. (1985). Learning internal representation by back-propagating errors. In D.E. Rumelhart, J.L. McClelland, & The PDP Research Group (Eds.), Parallel Distributed Computing: Explorations in the Microstructure of Cognition (pp. 31-362), Cambridge, MA: MIT Press.
    • (1985) Parallel Distributed Computing: Explorations in the Microstructure of Cognition , pp. 31-362
    • Hinton, G.E.1    Rumelhart, D.E.2    Williams, R.J.3
  • 14
    • 0003046840 scopus 로고
    • A theory and methodology of inductive learning
    • R.S. Michalski, J.G. Carbonell, & T.M. Mitchell (Eds.), Palo Alto: Tioga
    • Michalski, R.S. (1983). A theory and methodology of inductive learning. In R.S. Michalski, J.G. Carbonell, & T.M. Mitchell (Eds.), Machine Learning: An Artificial Intelligence Approach, Palo Alto: Tioga.
    • (1983) Machine Learning: An Artificial Intelligence Approach
    • Michalski, R.S.1
  • 15
    • 85005299854 scopus 로고
    • The multi-purpose incremental learning system AQ15 and its testing application three medical domains
    • Philadelphia: Morgan Kaufmann
    • Michalski, R.S., Mozetič, I., Hong, J., & Lavrač, N. (1986). The multi-purpose incremental learning system AQ15 and its testing application three medical domains. In Proceedings of AAAI-86, Philadelphia: Morgan Kaufmann.
    • (1986) Proceedings of AAAI-86
    • Michalski, R.S.1    Mozetič, I.2    Hong, J.3    Lavrač, N.4
  • 19
    • 0001868096 scopus 로고
    • Induction of first-order decision lists: Results on learning the past tense of English verbs
    • Mooney, R.J., & Califf, M.E. (1995). Induction of first-order decision lists: Results on learning the past tense of English verbs. Journal of Artificial Intelligence Research, Vol. 2.
    • (1995) Journal of Artificial Intelligence Research , vol.2
    • Mooney, R.J.1    Califf, M.E.2
  • 21
    • 0026492833 scopus 로고
    • Predicting protein secondary structure using inductive logic programming
    • Muggleton, S., King, R., & Sternberg, M. (1992). Predicting protein secondary structure using inductive logic programming. Protein Engineering, 5:647-657.
    • (1992) Protein Engineering , vol.5 , pp. 647-657
    • Muggleton, S.1    King, R.2    Sternberg, M.3
  • 22
    • 0002442571 scopus 로고
    • Discovering rules by induction from large collections of examples
    • D. Michie (Ed.), Edinburgh University Press, Edinburgh
    • Quinlan, J.R. (1979). Discovering rules by induction from large collections of examples. In D. Michie (Ed.), Expert Systems in the Micro-Electronic Age, Edinburgh University Press, Edinburgh.
    • (1979) Expert Systems in the Micro-Electronic Age
    • Quinlan, J.R.1
  • 26
    • 0010220783 scopus 로고
    • Learning concepts by asking questions
    • R.S. Michalski, J.G. Carbonell, & T.M. Mitchell (Eds.), Morgan Kaufmann, Los Altos, California
    • Sammut, C.A., & Banerji, R.B. (1986). Learning concepts by asking questions. In R.S. Michalski, J.G. Carbonell, & T.M. Mitchell (Eds.), Machine Learning: An Artificial Intelligence Approach, (Vol. 2, pp. 167-192). Morgan Kaufmann, Los Altos, California.
    • (1986) Machine Learning: An Artificial Intelligence Approach , vol.2 , pp. 167-192
    • Sammut, C.A.1    Banerji, R.B.2
  • 29
    • 9444248896 scopus 로고    scopus 로고
    • Feature construction with inductive logic programming: A study of quantitative predictions of chemical activity aided by structural attributes
    • Saporro
    • Srinivasan, A. (1996). Feature construction with inductive logic programming: A study of quantitative predictions of chemical activity aided by structural attributes. In Proceedings of the Japanese Inductive Logic Programming Workshop, Saporro.
    • (1996) Proceedings of the Japanese Inductive Logic Programming Workshop
    • Srinivasan, A.1
  • 30
    • 2442463642 scopus 로고    scopus 로고
    • Numerical reasoning in ILP
    • S. Muggleton, K. Furukawa, & D. Michie (Eds.), Oxford University Press. Forthcoming
    • Srinivasan, A., & R. Camacho, Numerical reasoning in ILP. In S. Muggleton, K. Furukawa, & D. Michie (Eds.), Machine Intelligence 15, Oxford University Press. Forthcoming.
    • Machine Intelligence 15
    • Srinivasan, A.1    Camacho, R.2
  • 31
    • 2442631838 scopus 로고    scopus 로고
    • Low-size complexity inductive logic programming: The East-West challenge as a problem in cost-sensitive classification
    • L. De Raedt (Ed.), IOS Press
    • Turney, P. (1996). Low-size complexity inductive logic programming: The East-West challenge as a problem in cost-sensitive classification. In L. De Raedt (Ed.), Advances in Logic Programming (pp. 308-321). IOS Press.
    • (1996) Advances in Logic Programming , pp. 308-321
    • Turney, P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.