메뉴 건너뛰기




Volumn 30, Issue 2-3, 1998, Pages 133-163

Learning in the "real world"

Author keywords

Application life cycles; Real world applications

Indexed keywords

COMPUTER SOFTWARE; PROBLEM SOLVING; PROCESS CONTROL; PROGRAM DOCUMENTATION; ROBOTICS; TECHNICAL PRESENTATIONS; TECHNOLOGY TRANSFER; APPLICATIONS; DESIGN; TECHNOLOGY;

EID: 0032001170     PISSN: 08856125     EISSN: None     Source Type: Journal    
DOI: 10.1023/a:1007448122119     Document Type: Article
Times cited : (47)

References (103)
  • 2
    • 11544259971 scopus 로고
    • Working notes for applying machine learning in practice: A workshop of the twelfth international machine learning conference
    • Washington, DC: Navy Center for Applied Research in Artificial Intelligence
    • Aha, D., & Riddle, P. J. (Eds.) (1995). Working notes for applying machine learning in practice: A workshop of the twelfth international machine learning conference (Technical Report AIC-95-023). Washington, DC: Navy Center for Applied Research in Artificial Intelligence.
    • (1995) Technical Report AIC-95-023
    • Aha, D.1    Riddle, P.J.2
  • 5
    • 0013066611 scopus 로고    scopus 로고
    • Feature engineering and classifier selection: A case study in Venusian volcano detection
    • San Francisco, CA: Morgan Kaufmann
    • Asker, L., & Maclin, R. (1997). Feature engineering and classifier selection: A case study in Venusian volcano detection. Proceedings 14th International Conference of Machine Learning (pp. 3-11). San Francisco, CA: Morgan Kaufmann.
    • (1997) Proceedings 14th International Conference of Machine Learning , pp. 3-11
    • Asker, L.1    Maclin, R.2
  • 6
    • 0042655409 scopus 로고
    • WHY: A system that learns from a causal model and a set of examples
    • R. Michalski, & G. Tecuci (Eds.), San Francisco, CA: Morgan Kaufmann
    • Baroglio, C., Botta, M., & Saitta, L. (1994). WHY: A system that learns from a causal model and a set of examples. In R. Michalski, & G. Tecuci (Eds.), Machine Learning: A Multi-Strategy Approach (Vol. 4). San Francisco, CA: Morgan Kaufmann, pp. 319-347.
    • (1994) Machine Learning: A Multi-Strategy Approach , vol.4 , pp. 319-347
    • Baroglio, C.1    Botta, M.2    Saitta, L.3
  • 18
    • 0029407394 scopus 로고
    • Applications of inductive logic programming
    • Bratko, I., & Muggleton, S. (1995). Applications of inductive logic programming. Communications of ACM, 38(11), 65-70.
    • (1995) Communications of ACM , vol.38 , Issue.11 , pp. 65-70
    • Bratko, I.1    Muggleton, S.2
  • 19
    • 0019363396 scopus 로고
    • Organization and expression of eucaryotic split genes coding for proteins
    • Breathnach, R., & Chambon, P. (1981). Organization and expression of eucaryotic split genes coding for proteins. Annual Review of Biochemistry, 50, 349-383.
    • (1981) Annual Review of Biochemistry , vol.50 , pp. 349-383
    • Breathnach, R.1    Chambon, P.2
  • 20
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Breiman, L. (1996). Bagging predictors. Machine Learning, 24, 123-140.
    • (1996) Machine Learning , vol.24 , pp. 123-140
    • Breiman, L.1
  • 26
    • 11544310318 scopus 로고    scopus 로고
    • Genetic algorithm-based constructive induction for the analysis of promoter regions in DNA
    • Torino, Italy: Universita di Torino, Dipartimento di Informatica
    • Calapaj, L., Lo Bello, G., & Saitta, L. (1997). Genetic algorithm-based constructive induction for the analysis of promoter regions in DNA (Technical Report TR 1202-97). Torino, Italy: Universita di Torino, Dipartimento di Informatica.
    • (1997) Technical Report TR 1202-97
    • Calapaj, L.1    Lo Bello, G.2    Saitta, L.3
  • 30
    • 84455175167 scopus 로고
    • Toward an epistemology of physics
    • diSessa, A. (1993). Toward an epistemology of physics. Cognition and Instruction, 10, 105-225.
    • (1993) Cognition and Instruction , vol.10 , pp. 105-225
    • DiSessa, A.1
  • 31
    • 0038291938 scopus 로고    scopus 로고
    • What do "just plain folk" know about physics
    • D. Olson, & N. Terrance (Eds.), Blackwell Publishers
    • diSessa, A. (1996). What do "just plain folk" know about physics. In D. Olson, & N. Terrance (Eds.), Handbook of Education and Human Development, Blackwell Publishers, pp. 709-730.
    • (1996) Handbook of Education and Human Development , pp. 709-730
    • DiSessa, A.1
  • 36
    • 0028369320 scopus 로고
    • Overcoming process delays with decision-tree induction
    • Evans, B., & Fisher, D. (1994). Overcoming process delays with decision-tree induction. IEEE Expert, 9, 60-66.
    • (1994) IEEE Expert , vol.9 , pp. 60-66
    • Evans, B.1    Fisher, D.2
  • 38
    • 0030270991 scopus 로고    scopus 로고
    • Data mining and knowledge discovery: Making sense out of data
    • Fayyad, U. (1996). Data mining and knowledge discovery: Making sense out of data. IEEE Expert, 11(5), 20-25.
    • (1996) IEEE Expert , vol.11 , Issue.5 , pp. 20-25
    • Fayyad, U.1
  • 40
    • 0030285403 scopus 로고    scopus 로고
    • The KDD process for extracting useful knowledge from volumes of data
    • Fayyad, U., Piatetsky-Shapiro, G., & Smyth, P. (1996). The KDD process for extracting useful knowledge from volumes of data. Communications of ACM, 39(11), 27-34.
    • (1996) Communications of ACM , vol.39 , Issue.11 , pp. 27-34
    • Fayyad, U.1    Piatetsky-Shapiro, G.2    Smyth, P.3
  • 41
    • 0030242357 scopus 로고    scopus 로고
    • Technology transfer from university to industry
    • Foley, J. (1996). Technology transfer from university to industry. Communications of the ACM, 39(9), 30-31.
    • (1996) Communications of the ACM , vol.39 , Issue.9 , pp. 30-31
    • Foley, J.1
  • 46
    • 11544330589 scopus 로고
    • Automated acquisition of phonemic-phonetic transcription rules
    • Torino, Italy: CSELT
    • Gemello, R., & Saitta, L. (1987). Automated acquisition of phonemic-phonetic transcription rules (CSELT's Technical Reports, Vol. 16, No. 7). Torino, Italy: CSELT.
    • (1987) CSELT's Technical Reports , vol.16 , Issue.7
    • Gemello, R.1    Saitta, L.2
  • 47
  • 48
    • 0242338140 scopus 로고
    • ML comprehensibility and KBS explanation: Stating the problem collaboratively
    • San Francisco, CA: Morgan Kaufmann
    • Giboin, A. (1995). ML comprehensibility and KBS explanation: Stating the problem collaboratively. Proceedings of IJCAI-95 Workshop on Machine Learning and Comprehensibility (pp. 1-12). San Francisco, CA: Morgan Kaufmann.
    • (1995) Proceedings of IJCAI-95 Workshop on Machine Learning and Comprehensibility , pp. 1-12
    • Giboin, A.1
  • 52
    • 33747447385 scopus 로고
    • Learning disjunctive concepts by means of genetic algorithms
    • San Francisco, CA: Morgan Kaufmann
    • Giordana, A., & Saitta, L. (1994). Learning disjunctive concepts by means of genetic algorithms. Proceedings of International Conference on Machine Learning (pp. 96-104). San Francisco, CA: Morgan Kaufmann.
    • (1994) Proceedings of International Conference on Machine Learning , pp. 96-104
    • Giordana, A.1    Saitta, L.2
  • 53
    • 0000662737 scopus 로고
    • Search intensive concept induction
    • Giordana, A., & Neri, F. (1995). Search intensive concept induction. Evolutionary Computation, 3, 375-416.
    • (1995) Evolutionary Computation , vol.3 , pp. 375-416
    • Giordana, A.1    Neri, F.2
  • 54
    • 0031164490 scopus 로고    scopus 로고
    • Integrating multiple learning strategies in first order logics
    • Giordana, A., Neri, F., Saitta, L., & Botta, M. (1997). Integrating multiple learning strategies in first order logics. Machine Learning, 27, 209-240.
    • (1997) Machine Learning , vol.27 , pp. 209-240
    • Giordana, A.1    Neri, F.2    Saitta, L.3    Botta, M.4
  • 55
    • 1542399694 scopus 로고
    • Toward a modelling theory of physics instruction
    • Hestenes, D. (1987). Toward a modelling theory of physics instruction. American Journal of Physics, 55, 440-454.
    • (1987) American Journal of Physics , vol.55 , pp. 440-454
    • Hestenes, D.1
  • 57
    • 0030242586 scopus 로고    scopus 로고
    • Technology transfer: So much research, so few good products
    • Isaacs, E. A., & Tang, J. C. (1996). Technology transfer: So much research, so few good products. Communications of ACM, 39(9), 23-25.
    • (1996) Communications of ACM , vol.39 , Issue.9 , pp. 23-25
    • Isaacs, E.A.1    Tang, J.C.2
  • 63
    • 0001972236 scopus 로고    scopus 로고
    • Addressing the curse of imbalanced training sets: One-sided selection
    • San Francisco, CA: Morgan Kaufmann
    • Kubat, M., & Matwin, S. (1997). Addressing the curse of imbalanced training sets: One-sided selection. Proceedings of 14th International Conference on Machine Learning (pp. 179-186). San Francisco, CA: Morgan Kaufmann.
    • (1997) Proceedings of 14th International Conference on Machine Learning , pp. 179-186
    • Kubat, M.1    Matwin, S.2
  • 66
    • 0029407395 scopus 로고
    • Applications of machine learning and rule induction
    • Langley, P., & Simon, H. A. (1995). Applications of machine learning and rule induction. Communications of ACM, 38(11), 55-64.
    • (1995) Communications of ACM , vol.38 , Issue.11 , pp. 55-64
    • Langley, P.1    Simon, H.A.2
  • 68
    • 0004038637 scopus 로고
    • New York, NY: Oxford University Press
    • Lewin, B. (1994). Gene V. New York, NY: Oxford University Press.
    • (1994) Gene V
    • Lewin, B.1
  • 70
    • 0003408496 scopus 로고    scopus 로고
    • Dept. of Information and Computer Science, University of California at Irvine, Irvine, CA
    • Merz, C. J., & Murphy, P. M. (1997). UCI Repository of Machine Learning Databases. Dept. of Information and Computer Science, University of California at Irvine, Irvine, CA. http://ics.uci.edu/pub/machine-learning-databases.
    • (1997) UCI Repository of Machine Learning Databases
    • Merz, C.J.1    Murphy, P.M.2
  • 71
    • 0003046840 scopus 로고
    • A theory and methodology of inductive learning
    • R. Michalski, J. Carbonell, & T. Mitchell (Eds.), San Francisco, CA: Morgan Kaufmann
    • Michalski, R. (1983). A theory and methodology of inductive learning. In R. Michalski, J. Carbonell, & T. Mitchell (Eds.), Machine Learning: An Artificial Intelligence Appro ach (Vol. 1). San Francisco, CA: Morgan Kaufmann, pp. 83-134.
    • (1983) Machine Learning: An Artificial Intelligence Approach , vol.1 , pp. 83-134
    • Michalski, R.1
  • 73
    • 0042194518 scopus 로고
    • Problems of computer-aided concept formation
    • J. R. Quinlan (Ed.), Wokingham, UK: Addison-Wesley
    • Michie, D. (1987). Problems of computer-aided concept formation. In J. R. Quinlan (Ed.), Applications of Expert Systems (Vol. 2). Wokingham, UK: Addison-Wesley.
    • (1987) Applications of Expert Systems , vol.2
    • Michie, D.1
  • 76
    • 0031235612 scopus 로고    scopus 로고
    • Does machine learning really works?
    • Mitchell, T. (1997). Does machine learning really works? AI Magazine, 18(3), 11-20.
    • (1997) AI Magazine , vol.18 , Issue.3 , pp. 11-20
    • Mitchell, T.1
  • 77
    • 0020050314 scopus 로고
    • A catalogue of splice junction sequences
    • Mount, S. M. (1982). A catalogue of splice junction sequences. Nucleic Acid Research, 10, 459-472.
    • (1982) Nucleic Acid Research , vol.10 , pp. 459-472
    • Mount, S.M.1
  • 78
    • 0041693822 scopus 로고
    • What Daimler-Benz has learned as an industrial partner from the machine learning project Statlog
    • Technical Report AIC-95-023, Washington, DC: Navy Center for Applied Research in Artificial Intelligence
    • Nakhaeizadeh, G. (1995). What Daimler-Benz has learned as an industrial partner from the machine learning project Statlog. Working notes for applying machine learning in practice: A workshop of the twelfth international machine learning conference (Technical Report AIC-95-023, pp. 22-26). Washington, DC: Navy Center for Applied Research in Artificial Intelligence,
    • (1995) Working Notes for Applying Machine Learning in Practice: A Workshop of the Twelfth International Machine Learning Conference , pp. 22-26
    • Nakhaeizadeh, G.1
  • 79
    • 0030269757 scopus 로고    scopus 로고
    • Neural network for control: Theory and practice
    • Narendra, K. S. (1996). Neural network for control: Theory and practice. Proceedings of the IEEE, 84, 1385-1406.
    • (1996) Proceedings of the IEEE , vol.84 , pp. 1385-1406
    • Narendra, K.S.1
  • 82
    • 0345989114 scopus 로고    scopus 로고
    • A study of the universal suffrage selection operator
    • Neri, F., & Saitta, L. (1996a). A study of the universal suffrage selection operator. Evolutionary Computation, 4, 87-107.
    • (1996) Evolutionary Computation , vol.4 , pp. 87-107
    • Neri, F.1    Saitta, L.2
  • 85
    • 0000175307 scopus 로고
    • Training knowledge-based neural networks to recognize genes in DNA sequences
    • Denver, CO
    • Noordewier, M., Towell, G., & Shavlik, J. (1991). Training knowledge-based neural networks to recognize genes in DNA sequences. Proceedings of NIPS (Vol. 3). Denver, CO.
    • (1991) Proceedings of NIPS , vol.3
    • Noordewier, M.1    Towell, G.2    Shavlik, J.3
  • 89
    • 0043196741 scopus 로고
    • Doctoral dissertation, Department of Computer and Systems Science, University of Stockholm, Sweden (TR 95-018, ISSN 1101-8526)
    • Rudenström, Å. (1995). Applications of machine learning. Doctoral dissertation, Department of Computer and Systems Science, University of Stockholm, Sweden (TR 95-018, ISSN 1101-8526).
    • (1995) Applications of Machine Learning
    • Rudenström, Å.1
  • 90
    • 0027599246 scopus 로고
    • Multistrategy learning and theory revision
    • Saitta, L., Botta, M., & Neri, F. (1993). Multistrategy learning and theory revision. Machine Learning, 11, 153-172.
    • (1993) Machine Learning , vol.11 , pp. 153-172
    • Saitta, L.1    Botta, M.2    Neri, F.3
  • 95
    • 0039871485 scopus 로고    scopus 로고
    • Understanding constraint-based processes: A precursor to conceptual change in physics
    • London, UK: Lawrence Erlbaum Associates
    • Slotta, J. D., & Chi, M. T. H. (1996). Understanding constraint-based processes: A precursor to conceptual change in physics. Proceedings of Eighteenth Annual Conference of the Cognitive Science Society (pp. 306-311). London, UK: Lawrence Erlbaum Associates.
    • (1996) Proceedings of Eighteenth Annual Conference of the Cognitive Science Society , pp. 306-311
    • Slotta, J.D.1    Chi, M.T.H.2
  • 96
    • 84963254927 scopus 로고
    • Using conceptual models to facilitate conceptual change: The case of weight-density differentiation
    • Smith, C., Snir, J., & Grosslight, L. (1992). Using conceptual models to facilitate conceptual change: The case of weight-density differentiation. Cognition and Instruction, 9, 221-283.
    • (1992) Cognition and Instruction , vol.9 , pp. 221-283
    • Smith, C.1    Snir, J.2    Grosslight, L.3
  • 97
    • 0012409158 scopus 로고
    • Modelling as a basis for analysing teaching-learning situations
    • Tiberghien, A. (1994). Modelling as a basis for analysing teaching-learning situations. Learning and Instruction, 4, 71-87.
    • (1994) Learning and Instruction , vol.4 , pp. 71-87
    • Tiberghien, A.1
  • 98
    • 0026351408 scopus 로고
    • Locating protein coding regions in human DNA sequences by a multiple sensor-neural approach
    • Uberbacher, E. C., & Mural, R. J. (1991). Locating protein coding regions in human DNA sequences by a multiple sensor-neural approach. Proceedings of National Academy of Science (Vol. 8, pp. 11261-11265).
    • (1991) Proceedings of National Academy of Science , vol.8 , pp. 11261-11265
    • Uberbacher, E.C.1    Mural, R.J.2
  • 100
    • 0000007462 scopus 로고
    • Mental models of the day/night cycle
    • Vosniadou S., & Brewer, W. F. (1994). Mental models of the day/night cycle. Cognitive Science, 18, 123-183.
    • (1994) Cognitive Science , vol.18 , pp. 123-183
    • Vosniadou, S.1    Brewer, W.F.2
  • 101
    • 0028387642 scopus 로고
    • Neural networks: Applications in industry, business, and science
    • Widrow, B., Rumelhart, D. E., & Lehr, M. A. (1994). Neural networks: applications in industry, business, and science. Communication of the ACM, 37, 93-105.
    • (1994) Communication of the ACM , vol.37 , pp. 93-105
    • Widrow, B.1    Rumelhart, D.E.2    Lehr, M.A.3
  • 103
    • 0030270953 scopus 로고    scopus 로고
    • GRAIL: A multi-agent neural network system for gene identification
    • Xu, Y., Mural, R. J., Einstein, S. M. B., & Uberbacher, E. C. (1996). GRAIL: A multi-agent neural network system for gene identification. Proceedings of the IEEE, 84, 1544-1552.
    • (1996) Proceedings of the IEEE , vol.84 , pp. 1544-1552
    • Xu, Y.1    Mural, R.J.2    Einstein, S.M.B.3    Uberbacher, E.C.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.