CBR Bibiography

Dr. Andrew Broad
Computer Science
Case-Based Reasoning
CBR Bibliography

This is my bibliography on case-based and analogical reasoning. It does not include references to individual papers within CBR collections, only references to the collections themselves (which is why it seems so short! :-)). It also does not include covert CBR, i.e. work which is in the spirit of CBR but which doesn't claim to be CBR.


[1] Proceedings of the DARPA Case-Based Reasoning Workshop, Pensacola Beach, Florida, United States of America, 31st May - 2nd June 1989. Morgan Kaufmann Publishers, Inc., San Mateo, California, United States of America. ISBN 1-55860-068-X.

[2] Aamodt A. and Plaza E. (1994). Case-based reasoning: Foundational issues, methodological variations, and system approaches. Pages 39-59 in AICom - Artificial Intelligence Communications 7(1), March 1994. On the Internet at http://www.iiia.csic.es/People/enric/AICom.html (modified 17th June 1999).

[3] Bartsch-Sp�rl B., Lenz M. and H�bner A. (1999). Case-based reasoning - Survey and future directions. Pages 67-89 in Puppe F., editor. XPS-99: Knowledge-Based Systems: Survey and Future Directions: Proceedings of the Fifth Biannual German Conference on Knowledge-Based Systems, W�rzburg, Germany, 3rd-5th March 1999. Lecture Notes in Computer Science 1570. Springer-Verlag, Berlin, Germany. ISBN 3-540-65658-8.

[4] Bergmann R., Department of Computer Science, University of Kaiserlautern, Germany. CASUEL: A Common Case Representation Language. On the Internet at http://wwwagr.informatik.uni-kl.de/~bergmann/casuel/ (modified 20th March 1997).

[5] B�rner K. (1995). Conceptual analogy. In Aha D.W. and Ram A., editors. Proceedings of the AAAI 1995 Fall Symposium on Adaptation of Knowledge for Reuse, MIT Campus, Cambridge, Massachusetts, United States of America, 10th-12th November 1995. On the Internet at http://www.aic.nrl.navy.mil/~aha/aaai95-fss/papers/boerner.ps.Z (modified 7th September 1995).

[6] Bowling M. and Veloso M. (1998). Bounding the suboptimality of reusing subproblems. In Proceedings of the NIPS Workshop on Abstraction and Hierarchy in Reinforcement Learning, Breckenridge, Colorado, United States of America, 5th December 1998. On the Internet at http://www.cs.cmu.edu/~mmv/papers/nips98.ps.gz (modified 18th November 1998).

[7] Broad A. (1997). Case-Based Reasoning. CS3411 essay, Department of Computer Science, University of Manchester. On the Internet at http://www.cs.man.ac.uk/~broada/cs/cbr/cs3411.html (modified 28th January 1998).

[8] Broad A.P. (1999). The Application of Case-Based Reasoning to the Understanding of Constraints on Information Models. M.Phil. thesis, Department of Computer Science, University of Manchester. On the Internet at http://www.cs.man.ac.uk/~broada/cs/mphil/thesis/ (modified 16th June 1999).

[9] Broad A., Department of Computer Science, University of Manchester. Andrew Broad's Website: Computer Science: MPhil Project. On the Internet at http://www.cs.man.ac.uk/~broada/cs/mphil/ (modified 15th January 1999).

[10] Brown M.G. (1992). Incorporating similarity measures into case retrieval using analogue marker passing. Pages 590-592 in Neumann B., editor. Proceedings of the Tenth European Conference on Artificial Intelligence (ECAI 92), Vienna, Austria, 3rd-7th August 1992. John Wiley & Sons Ltd, Chichester, England. ISBN 0-471-93608-1.

[11] Brown M.G. (1993). A Memory Model for Case Retrieval by Activation Passing. Ph.D. thesis, Department of Computer Science, University of Manchester, technical report UMCS-94-2-1. On the Internet at ftp://ftp.cs.man.ac.uk/pub/TR/UMCS-94-2-1.ps.Z (modified 17th June 1995).

[12] Falkenhainer B., Forbus K.D. and Gentner D. (1989). The structure-mapping engine: Algorithm and examples. Pages 1-63 in Artificial Intelligence 41(1), November 1989.

[13] Filer N. and Watson I., editors. (1997). Proceedings of the Third United Kingdom Case-Based Reasoning Workshop (UKCBR3), University of Manchester, Manchester, England, 9th September 1997.

[14] Francis A.G. Jr. and Ram A. (1995). A domain-independent algorithm for multi-plan adaptation and merging in least commitment planners. In Aha D.W. and Ram A., editors. Proceedings of the AAAI 1995 Fall Symposium on Adaptation of Knowledge for Reuse, MIT Campus, Cambridge, Massachusetts, United States of America, 10th-12th November 1995. On the Internet at http://www.aic.nrl.navy.mil/~aha/aaai95-fss/papers/francis.ps.Z (modified 2nd August 1995).

[15] Golding A.R. and Rosenbloom P.S. (1993). Improving rule-based systems through case-based reasoning. Pages 759-764 in Buchanan B.G. and Wilkins D.C., editors. Readings in Knowledge Acquisition and Learning: Automating the Construction and Improvement of Expert Systems. Morgan Kaufmann Publishers, Inc., San Mateo, California, United States of America. ISBN 1-55860-163-5.

[16] Hammond K.J. (1989). Case-Based Planning: Viewing Planning as a Memory Task. Academic Press, Boston, Massachusetts, United States of America. ISBN 0-12-322060-2.

[17] Hanney K., Keane M.T., Smyth B. and Cunningham P. (1995). What kind of adaptation do CBR systems need? A review of current practice. In Aha D.W. and Ram A., editors. Proceedings of the AAAI 1995 Fall Symposium on Adaptation of Knowledge for Reuse, MIT Campus, Cambridge, Massachusetts, United States of America, 10th-12th November 1995. On the Internet at http://www.aic.nrl.navy.mil/~aha/aaai95-fss/papers/hanney.ps.Z (modified 25th July 1995).

[18] Haton J.-P., Keane M. and Manago M., editors. (1995). Advances in Case-Based Reasoning: Selected Papes from the Second European Workshop (EWCBR-94), Chantilly, France, November 1994. Lecture Notes in Computer Science 984. Springer, Berlin, Germany. ISBN 3-540-60364-6.

[19] Henninger S. (1995). Accelerating successful reuse through the domain lifecycle. In Proceedings of the Seventh Annual Workshop in Software Reuse (WISR 7), St. Charles, Illinois, United States of America, 28th-30th August 1995.

[20] Jaczynski M. (1998). Mod�le et Plate-forme � Objets pour l'Indexation des Cas par Situations Comportementales: Application � l'Assistance � la Navigation sur le Web. Ph.D. thesis, Department of Computer Science, University of Nice-Sophia Antipolis. On the Internet at http://www-sop.inria.fr/aid/papers/thesemj/ (modified 7th January 1999).

[21] Keane M.T. (1988). Analogical Problem Solving. Ellis Horwood Limited, Chichester, England. ISBN 0-7458-0244-3.

[22] Kolbe T. and Walther C. (1995). Adaptation of proofs for reuse. In Aha D.W. and Ram A., editors. Proceedings of the AAAI 1995 Fall Symposium on Adaptation of Knowledge for Reuse, MIT Campus, Cambridge, Massachusetts, United States of America, 10th-12th November 1995. On the Internet at http://www.aic.nrl.navy.mil/~aha/aaai95-fss/papers/kolbe.ps.Z (modified 2nd August 1995).

[23] Kolodner J.L. (1993). Case-Based Reasoning. Morgan Kaufmann Publishers, Inc., San Mateo, California, United States of America. ISBN 1-55860-237-2.

[24] Kolodner J., Simpson R. and Sycara-Cyranski K. (1985). A process model of case-based reasoning in problem solving. Pages 284-290 in Proceedings of the Ninth International Joint Conference on Artificial Intelligence (IJCAI-85), Los Angeles, California, United States of America, 18th-23rd August 1985. Volume 1.

[25] Maiden N.A. and Sutcliffe A.G. (1992). Exploiting reusable specifications through analogy. Pages 55-64 in Communications of the ACM 35(4), April 1992.

[26] Melis E. and Veloso M. (1998). Analogy in problem solving. In Farinas del Cerro L., Gabbay D. and Ohlbach H.J., editors. Handbook of Practical Reasoning: Computational and Theoretical Aspects. Oxford University Press, Oxford, England. On the Internet at http://www.cs.cmu.edu/~mmv/papers/Melis96Handb.ps.gz (modified 7th March 1996).

[27] Leake D.B., editor. (1996). Case-Based Reasoning: Experiences, Lessons, & Future Directions. AAAI Press/MIT Press, Menlo Park, California, United States of America. ISBN 0-262-6110-X.

[28] Leake D.B. and Plaza E., editors. (1997). Case-Based Reasoning Research and Development: Proceedings of the Second International Conference (ICCBR-97), Providence, Rhode Island, United States of America, July 1997. Lecture Notes in Computer Science 1266. Springer-Verlag, Berlin, Germany. ISBN 3-540-63233-6.

[29] Maher M.L., Balachandran M.B. and Zhang D.M. (1995). Case-Based Reasoning in Design. Lawrence Erlbaum Associates, Mahwah, New Jersey, United States of America. ISBN 0-8058-1832-4.

[30] Oehlmann R. (1995). Metacognitive adaptation: Regulating the plan transformation process. In Aha D.W. and Ram A., editors. Proceedings of the AAAI 1995 Fall Symposium on Adaptation of Knowledge for Reuse, MIT Campus, Cambridge, Massachusetts, United States of America, 10th-12th November 1995. On the Internet at http://www.aic.nrl.navy.mil/~aha/aaai95-fss/papers/oehlmann.ps.Z (modified 14th July 1995).

[31] Penix J. and Alexander P. (1997). Component reuse and adaptation at the specification level. In Proceedings of the Eighth Annual Workshop on Institutionalizing Software Reuse (WISR 8), Ohio State University, Columbus, Ohio, United States of America, 23rd-26th March 1997. On the Internet at http://www.umcs.maine.edu/~ftp/wisr/wisr8/papers/penix/penix.html (modified 11th March 1997).

[32] Prasad P.V.S.R.B. (1995). Planning with case-based structures. In Aha D.W. and Ram A., editors. Proceedings of the AAAI 1995 Fall Symposium on Adaptation of Knowledge for Reuse, MIT Campus, Cambridge, Massachusetts, United States of America, 10th-12th November 1995. On the Internet at http://www.aic.nrl.navy.mil/~aha/aaai95-fss/papers/prasad.ps.Z (modified 26th July 1995).

[33] Pratt I. (1994). Artificial Intelligence. Macmillan, London, England. ISBN 0-333-59755-9. Chapter 7.

[34] Price C.J., Department of Computer Science, University of Wales, Aberystwyth. Getting CASPIAN by FTP. On the Internet at http://www.aber.ac.uk/~dcswww/Research/arg/cbrprojects/getting_caspian.html (modified 30th March 1998).

[35] Rich E. and Knight K. (1991). Artificial Intelligence, Second Edition. McGraw-Hill, New York, New York, United States of America. ISBN 0-07-100894-2. Chapter 19.

[36] Riesbeck C.K. and Schank R.C., editors. (1989). Inside Case-Based Reasoning. Lawrence Erlbaum Associates, Hillsdale, New Jersey, United States of America. ISBN 0-89859-767-6.

[37] Schank R.C. (1982). Dynamic Memory: A Theory of Reminding and Learning in Computers and People. Cambridge University Press, Cambridge, England. ISBN 0-521-27029-4.

[38] Schank R.C., Kass A. and Riesbeck C.K., editors. (1994). Inside Case-Based Explanation. Lawrence Erlbaum Associates, Hillsdale, New Jersey, United States of America. ISBN 0-8058-1029-3.

[39] Smith I. and Faltings B., editors. (1996). Advances in Case-Based Reasoning: Proceedings of the Third European Workshop (EWCBR-96), Lausanne, Switzerland, November 1996. Lecture Notes in Computer Science 1168. Springer-Verlag, Berlin, Germany. ISBN 3-540-61955-0.

[40] Smyth B. and Cunningham P., editors. (1998). Advances in Case-Based Reasoning: Proceedings of the Fourth European Workshop (EWCBR-98), Dublin, Ireland, 23rd-25th September 1998. Lecture Notes in Computer Science 1488. Springer-Verlag, Berlin, Germany. ISBN 3-540-64990-5.

[41] Smyth B. and Cunningham P. (1992). D�j� Vu: A hierarchical case-based reasoning system for software design. Pages 587-589 in Neumann B., editor. Proceedings of the Tenth European Conference on Artificial Intelligence (ECAI 92), Vienna, Austria, 3rd-7th August 1992. John Wiley & Sons Ltd, Chichester, England. ISBN 0-471-93608-1.

[42] Smyth B. and Keane M.T. (1995). Remembering to forget: A competence-preserving case deletion policy for case-based reasoning systems. Pages 377-382 in Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence (IJCAI-95), Montr�al, Qu�bec, Canada, 20th-25th August 1995. Volume 1.

[43] Smyth B. and Keane M.T. (1998). Adaptation-guided retrieval: Questioning the similarity assumption in reasoning. Pages 249-293 in Artificial Intelligence 102(2), July 1998.

[44] Veloso M. and Aamodt A., editors. (1995). Case-Based Reasoning Research and Development: Proceedings of the First International Conference (ICCBR-95), Sesimbra, Portugal, October 1995. Lecture Notes in Computer Science 1010. Springer-Verlag, Berlin, Germany. ISBN 3-540-60598-3.

[45] Watson I.D., editor. (1995). Progress in Case-Based Reasoning: Proceedings of the First United Kingdom Workshop, Salford, England, January 1995. Lecture Notes in Computer Science 1020. Springer-Verlag, Berlin, Germany. ISBN 1-55860-462-6.

[46] Watson I.D. (1997). Applying Case-Based Reasoning: Techniques for Enterprise Systems. Morgan Kaufmann Publishers, Inc., San Francisco, California, United States of America. ISBN 1-55860-462-6.

[47] Watson I. and Marir F. (1994). Case-based reasoning: A review. In The Knowledge Engineering Review 9(4).

[48] Wess S., Althoff K.-D. and Richter M.M., editors. (1994). Topics in Case-Based Reasoning, Selected Papers from the First European Workshop (EWCBR-93), Kaiserlautern, Germany, November 1993. Lecture Notes in Computer Science 837. Springer-Verlag, Berlin, Germany. ISBN 3-540-58330-0.

[49] Winston P.H. (1992). Artificial Intelligence, Third Edition. Addison-Wesley Publishing Company, Inc., Reading, Massachusetts, United States of America. ISBN 0-201-53377-4. Chapter 19.


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