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An introduction to case-based reasoning

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Progress in Case-Based Reasoning (UK CBR 1995)

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References

  • Aamodt, A. & Plaza, E. (1994). Case Based Reasoning: Foundational Issues, Methodological Variations, and System Approaches. AI Communications, 7(i): pp 39–59.

    Google Scholar 

  • Alterman, R. (1989). Panel discussion on case representation.In, Proceedings of the Second Workshop on Case Based Reasoning, Pensacola Beach. FL, US.

    Google Scholar 

  • Bachant, J., & McDermott, J., (1984). R1 Revisited: Four years in the Trenches. The AI Magazine, 5(iii).

    Google Scholar 

  • Barletta, R., (1991). An introduction to case-based reasoning. AI Expert, August 1991, pp.42–49.

    Google Scholar 

  • Birnbaum, L. & Collings, G. (1989). Remindings and Engineering Design Themes: A Case Study in Indexing Vocabulary. In, Proceedings of the Second Workshop on Base Based Reasoning, Pensacola Beach, FL.

    Google Scholar 

  • Carbonell, J.G. (1983). Learning by analogy: Formulating and generalising plans from past experience. Machine Learning Vol. 1.

    Google Scholar 

  • Carbonell, J.G. (1986). Derivational analogy: A theory of reconstructive problem solving and expertise acquisition. Machine Learning Vol. 2.

    Google Scholar 

  • Clancey, W.J., (1985). Heurestic Classification. Artificial Intelligence, 27: pp289–350.

    Article  Google Scholar 

  • Coenen, F. & Bench Capon, T.J.M. (1992). Maintenance and Maintainability in Regulation Based Systems. ICL Technical Journal, May 1992, pp.76–84.

    Google Scholar 

  • David B.S. (1991). Principles for case representation in a case-based aiding system for lesson planning. In. Proceedings of the Workshop on Case Based Reasoning, Madison Hotel, Washington, 8–10 May, 1991.

    Google Scholar 

  • DTI (1992). Knowledge Based Systems Survey of UK Applications. Department of Trade & Industry, UK.

    Google Scholar 

  • Gentner, D. (1983). Structure mapping — a theoretical framework for analogy. Cognitive Science, 7: pp. 155–70.

    Google Scholar 

  • Goodman, M. (1989). CBR in battle planning. In Proceedings of the Second Workshop on Case Based Reasoning, Pensacola Beach, FL, US.

    Google Scholar 

  • Hammond, K.J. (1989). On Functionally Motivated Vocabularies: An Apologia. In, Proceedings of the Second Workshop on Case Based Reasoning, Pensacola Beach, FL, US.

    Google Scholar 

  • Harmon, P. (1992). Case-based reasoning III. Intelligent Software Strategies, 8(i).

    Google Scholar 

  • Hayes-Roth, F., Waterman, D. & Lenat D., eds. (1983). Building expert systems. Addison Wesley, Reading, MA, US.

    Google Scholar 

  • Helton, T., (1991). The Hottest New AI Technology-Case-Based Reasoning. The Spang Robinson Report on Artificial Intelligence, Vol. 7, No. 8.

    Google Scholar 

  • Hennessy, D. & Hinkle D., (1992). Applying Case Based Reasoning to Autoclave Loading. IEEE Expert, 7(v): pp.2–16.

    Google Scholar 

  • Kolodner, J. L. (1993). Case Based Reasoning. Morgan Kaufmann.

    Google Scholar 

  • Marir, F., & Watson, I.D. (1994). Case-Based Reasoning: A Categorised Bibliography. The Knowledge Engineering Review, Vol. 9 No. 4.

    Google Scholar 

  • Perkins, R. (1992). Diagnostic System Designer. Manufacturing Intelligence, No. 10 pp. 16–19.

    Google Scholar 

  • Quinlan, J.R. (1979). Induction over large databases. Rep. No. HPP-79-14, Heuristic Programming Project, Computer Science Dept., Stanford University, US.

    Google Scholar 

  • Reisbeck, C.K, & Schank, R.C. (1989). Inside Case Based Reasoning. Lawrence Erlbaum Associates, Hillsdale, NJ, US.

    Google Scholar 

  • Schank, R.C. & Abelson, R.P. (1977). Scripts, Plans, Goals and Understanding. Erlbaum, Hillsdale, New Jersey, US.

    Google Scholar 

  • Simoudis, E. (1992). Using Case-Based Retrieval for Customer Technical Support. IEEE Expert, 7(v): pp.7–13.

    Google Scholar 

  • Simoudis, E., Mendall, A. & Miller, P. (1993). Automated support for developing retrieve-and-propose systems. In Proceedings of Artificial Intelligence XI Conference, Orlando, Florida.

    Google Scholar 

  • Slade. S. (1991): Case-based reasoning: A research paradigm. AI Magazine 42–55.

    Google Scholar 

  • Smith, E.E., Adams, N. & Schorr, D. (1978). Fact retrieval and the paradox of interference. Cognitive Psychology, 10: pp.438–64.

    Google Scholar 

  • Tulving, E. (1977). Episodic and semantic memory. In, Organisation of Memory (Tulving, E. & Donaldson, W. Eds.), pp.381–403. Academic Press.

    Google Scholar 

  • Vargas, J.E., & Raj, S. (1993). Developing maintainable expert systems using case-based reasoning. Expert Systems, 10(iv): pp.219–25.

    Google Scholar 

  • Veloso, M.M. & Carbonell, J.G. (1993). Derivational analogy in PRODIGY: Automating case acquisition, storage and utilization. Machine Learning, Vol. 10(iii): pp.249–78.

    Google Scholar 

  • Watson, I. & Marir, F. (1994) Case-Based Reasoning: A Review. The Knowledge Enginering Review. Vol 9. No.4: 355–81.

    Google Scholar 

  • Wittgentstein, L. (1953). Philosophical Investigations. Blackwell, UK.

    Google Scholar 

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Ian D. Watson

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© 1995 Springer-Verlag Berlin Heidelberg

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Watson, I. (1995). An introduction to case-based reasoning. In: Watson, I.D. (eds) Progress in Case-Based Reasoning. UK CBR 1995. Lecture Notes in Computer Science, vol 1020. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-60654-8_18

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  • DOI: https://doi.org/10.1007/3-540-60654-8_18

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  • Online ISBN: 978-3-540-48525-4

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