Библиография
Aamodt 94 Agnar Aamodt and Enric Plaza. "Case-based reasoning: Foundational issues, methodological variations, and system approaches". AI Communications, 7(1):39-59, 1994.
Acorn 92 Acorn T., Walden S. (1992). "SMART: Support management cultivated reasoning technology for Compaq customer service". In Proceedings of AAAI92. Cambridge, MA: AAAI Press/MIT Press.
Aha 93 Aha D. W., Salzberg S. L. "Learning to Catch: Applying Nearest Neighbor Algorithms to Dynamic Control Tasks". In P. Cheeseman & R. W. Oldford (Eds.) Selecting Models from Data: Artificial Intelligence and Statistics. - New York, NY: Springer-Verlag, 1993.
Aha 95 Aha D. W. "An Implementation and Experiment with the Nested Generalized Exemplars Algorithm". Technical Report AIC-95-003. - Washington, DC: Naval Research Laboratory, Navy Center for Applied Research in Artificial Intelligence, 1995
Aha 96 David W. Aha and Li Wu Chang. "Cooperative bayesian and case-based reasoning for solving multiagent planning tasks". Technical report, Navy Center for Applied Research in AI, Naval Research Laboratory, Washington, DC, USA, 1996.
Althof 95/1 Klaus-Dieter Althof, Eric Auriol, Ralph Barlette, and Michel Manago. A Review of Industrial Case-Based Reasoning Tools. AI Intelligence, 1995.
Althof 95/2 Klaus-Dieter Althof, Eric Auriol, Ralph Traphöner, and Stefan Wess. "Inreca – a seamlessly integrated system based on inductive inference and case-based reasoning". In Agnar Aamodt and Manuela Veloso, editors, Case-Based Reasoning Research and Development, ICCBR-95, pages 371-380, 1995.
Althof 96 Althoff, K.D., Auriol, E., Barletta, R., and Manago, M. "A Review of Industrial Case-based Reasoning Tools". An AI Perspectives Report. Series Editor: Alex Goodall. 1996.
Anand 97/1 Sarabjot Anand, Bryan Scotney, Mee Tan, Sally McClean, David Bell, John Hughes, and Ian Magill. "Designing a kernel for data mining". IEEE Expert, 12(2):65-74, 1997.
Anand 97/2 S. S. Anand, W. Dubitzky, D. Patterson, A. Schuster, J. G. Hughes. "M2: A First Step Towards Automated Generation and Updating of Case-Knowledge from Databases", Internal Report, Faculty of Informatics, University of Ulster, 1997 (available from http://iserve1.infj.ulst.ac.uk:8080/m2.ps).
Anand 98 Anand S. S., Patterson D. W., Hughes J. G., Bell D. A. "Discovering Case Knowledge Using Data Mining". 2nd Pacific-Asia Conference in Knowledge Discovery in Databases (PAKDD-98), Australia, pp25-35, 1998.
Anand 99 Anand, S.S., Hughes, J.G., Bell, D.A. and Hamilton, P. "Utilising Censored Neighbours in Prognostication", Workshop on Prognostic Models in Medicine, Eds. Ameen Abu-Hanna and Peter Lucas, Aalborg, (AIMDM’99), Denmark, pp15-20, 1999.
Ashley 88 Ashley, K.D. and Rissland, E.L. (1988). "Waiting on Weighting: A Symbolic Least Committment Approach". In Proceedings of the Seventh National Conference on Artificial Intelligence, pp. 239-244.
Ashley 90 Ashley, Kevin D. (1990). "Modelling Legal Arguments: Reasoning with Cases and Hypotheticals", Cambridge, MIT Pre
Bareiss 88 Bareiss, E., Porter, B., and Wier, C. (1988). PROTOS: An Exemplar-based Learning Apprentice. International Journal of Man-Machine Studies, 29: 549-561.
Bareiss 91 Bareiss, R., ed. 1991. Proceedings of the DARPA Case-Based Reasoning Workshop. San Francisco, Calif.: Morgan Kaufmann.
Blanzieri 00 Enrico Blanzieri, Luigi Portinale (Eds.): Advances in Case-Based Reasoning, 5th European Workshop, EWCBR 2000, Trento, Italy, September 6-9, 2000, Proceedings. Lecture Notes in Computer Science 1898 Springer 2000, ISBN 3-540-67933-2 Contents BibTeX - EWCBR 2000 Home Page
Brand 98/1 Brand E., Gerritsen R. "Decision Trees". DBMS. - 1998. - № 7.
Brand 98/2 Brand E., Gerritsen R. "Naive-Bayes and Nearest Neighbor". DBMS. - 1998. - № 7.
Breese 95 John S. Breese and David Heckerman. "Decision-theoretic case-based reasoning".
In Proceedings of the Fifth International Workshop on Artificial Intelligence and Statistics, pages 56-63, 1995.
Breiman 84 Breiman L., Friedman J. H., Olshen R. A., & Stone, C. J. (1984). "Classification and regression trees". Monterey, CA: Wadsworth & Brooks/Cole Advanced Books & Software.
Bull 97 M. Bull, G. Kundt, and L. Gierl. "Discovering of health risks and case-based forecasting of epidemics in a health surveillance system". In Jan Komorowski and Jan Zytkow, editors, Principles of Data Mining and Knowledge Discovery. Proceedings, pages 68-77, 1997.
Bundy 97 Alan Bundy, editor. Artificial Intelligence Techniques. Springer Verlag, 1997.
Brand 98 Brand E., Gerritsen R. "Decision Trees", DBMS. - 1998. - № 7.
Buntine 92 W. Buntine. "A theory of classification rules". 1992
Craw 02 Susan Craw, Alun D. Preece (Eds.): Advances in Case-Based Reasoning, 6th European Conference, ECCBR 2002 Aberdeen, Scotland, UK, September 4-7, 2002, Proceedings. Lecture Notes in Computer Science 2416 Springer 2002, ISBN 3-540-44109-3 Contents BibTeX - ECCBR 2002 Home Page
Curet 96 O. Curet, J. Elliott, M. Jackson. "Designing knowledge discovery based systems in business, finance and accounting with a case-based approach: two case studies", IEEE Colloquium on Knowledge Discovery and Data Mining, 1996
Dingsøyr 98 Torgeir Dingsøyr "Integration of Data Mining and Case-Based Reasoning" http://www.idi.ntnu.no/~dingsoyr/diploma/
Fayyad 96 U. Fayyad, G. Piatetsky-Shapiro, P. Smyth. "From Data Mining to Knowledge Discovery: An Overview". In Advances in Knowledge Discovery and Data Mining (Eds. U.M.Fayyad, G.Piatetsky-Shapiro, P.Smyth), Cambridge, Mass: MIT Press, 1996, pp. 1-34.
Fuernkranz 96 Fuernkranz J. "Separate-and-Conquer Rule Learning". - Vienna: Austrian Research Institute for Artificial Intelligence, Technical Report OEFAI-TR-96-25, 1996.
Funk 04 Peter Funk, Pedro A.
González-Calero (Eds.): Advances in Case- Based Reasoning, 7th European Conference, ECCBR 2004, Madrid, Spain, August 30 - September 2, 2004, Proceedings. Lecture Notes in Computer Science 3155 Springer 2004, ISBN 3-540-22882-9 Contents BibTeX - ECCBR 2004 Home Page
Gruvaeus 72 Gruvaeus, G., & Wainer, H. "Two additions to hierarchical cluster analysis". The British Journal of Mathematical and Statistical Psychology, 25, 200-206, 1972.
Hammond 86 Hammond, K. "A model of case-based planning", in Proceedings of the Fifth National Conference on Artificial Intelligence, 65-95. Menlo Park, Calif.: American Associan for Artificial Intelligence. 1986.
Hammond 89 Hammond, K., ed. 1989. Proceedings of the DARPA Case-Based Reasoning Workshop. San Francisco, Calif.: Morgan Kaufmann.
Hartigan 75 Hartigan, J. A. "Clustering algorithms". New York: Wiley, 1975.
Hartigan 78 Hartigan, J. A. & Wong, M. A.. "Algorithm 136. A k-means clustering algorithm". Applied Statistics, 28, 100, 1978.
Haton 94 Jean Paul Haton, Mark T. Keane, Michel Manago (Eds.): Advances in Case-Based Reasoning, Second European Workshop, EWCBR-94, Chantilly, France, November 7-10, 1994, Selected Papers. Lecture Notes in Computer Science 984 Springer 1995, ISBN 3-540-60364-6
Heckerman 95 Heckerman D., Geiger D., Chickering D. "Learning Bayesian networks: The combination of knowledge and statistical data". Machine Learning. - 1995. - 20. - P. 197-243.
Heckerman 97 Heckerman D. "Bayesian Networks for Data Mining". Data Mining and Knowledge Discovery. - 1997. - № 1. - P. 79-119.
HTTP/1 http://is1.cemi.rssi.ru/ruswin/index.htm
HTTP/2 http://www.wizsoft.com
Johnson 67 Johnson, S. C. Hierarchical clustering schemes. Psychometrika, 32, 241-254, 1967.
Kitano 96 Hiroaki Kitano, Hideo Shimazu, and Akihiro Shibata. "Case-method: A methodology for building large-scale case-based systems". In Proceedings of the AAAI, pages 303-308, 1993.
Kolodner 83 Kolodner, J.L. "Maintaining Organization in a Dynamic Long-term memory". Cognitive Science, 7(4): 243-280, 1983.
Kolodner 88 Kolodner, J., ed. Proceedings of the DARPA Case- Based Reasoning Workshop. San Francisco, Calif.: Morgan Kaufmann. 1988.
Leake 96 David B. Leake. "Case-Based Reasoning - Experiences, Lessons and Future Directions". AAAI/MIT Press, 1996.
Murthy 97 S. Murthy. "Automatic construction of decision trees from data: A Multi-disciplinary survey", 1997.
Nguyen 93 Nguyen, T., Czerwinski, M., and Lee, D. (1993). "Compaq QUICKSOURCE: Providing the Consumer with the power of AI". AI Magazine, Fall 1993, pp. 50-60.
Parsaye 97 Parsaye K. "Rules are Much More than Decision Trees". The Journal of Data Warehousing. - 1997. - № 1.
Quinlan 87 Quinlan J. R. "Generating production rules from decision trees". In Proceedings of the 10th International Joint Conference on Artificial Intelligence (IJCAI-87). - Morgan Kaufmann, 1987. - P. 304-307.
Quinlan 93 Quinlan J. R. "C4.5: Programs for Machine Learning". Morgan Kaufmann Publishers, San Mateo, CA, 1993.
Rodriguez 97 Andres F. Rodriguez, Sunil Vadera, and L. Enrique Sucar. "A probabilistic model for case-based reasoning". In I Smith and B Faltings, editors, Case-Based Reasoning Research and Development, ICCBR-97. Proceedings, pages 623-632, 1997.
Schank 82 Schank, R. (Ed.) (1982). "Dynamic Memory: A Theory of Learning in Computers and People". New York: Cambridge University Press.
Simpson 85 Simpson, R.L. (1985). "A computer model of case-based reasoning in problem solving: An investigation in the domain of dispute mediation". Ph.D. thesis, School of Information and Computer Science, Georgia Institute of Technology.
Smith 96 Ian F. C. Smith, Boi Faltings (Eds.): Advances in Case-Based Reasoning, Third European Workshop, EWCBR-96, Lausanne, Switzerland, November 14-16, 1996, Proceedings. Lecture Notes in Computer Science 1168 Springer 1996, ISBN 3-540-61955-0
Smyth 95 B. Smyth, M. T. Keane. "Remembering to Forget: A Competence- Preserving Case Deletion Policy for Case-Based Reasoning Systems", in Proc. of IJCAI-95, pp 337 - 382, 1995.
Smyth 98 Barry Smyth, Padraig Cunningham (Eds.): Advances in Case-Based Reasoning, 4th European Workshop, EWCBR-98, Dublin, Ireland, September 1998, Proceedings. Lecture Notes in Computer Science 1488 Springer 1998, ISBN 3-540-64990-5 Contents BibTeX
Tirri 96 Henry Tirri, Perti Kontkanen, and Petri Myllymäksi. "A bayesian framework for case-based reasoning". In I Smith and B Faltings, editors, Advances in Case-Based Reasoning, EWCBR-96, pages 413-427, 1996.
UKCBR 04 http://www.bcs-sgai.org/ai2004/
UKCBR 05 http://www.bcs-sgai.org/ai2005/
Wang 99 Wang, H., Dubitzky, W., Dьntsch, I., Bell, D.A., "A Lattice Machine Approach to Automated Case Base Design: Marrying Lazy and Eager Learning". Proc. 17th Int. Joint Conference on Artificial Intelligence (IJCAI-99), Sweden, 1999.
Wess 93 Stefan Wess, Klaus-Dieter Althoff, Michael M. Richter (Eds.): Topics in Case-Based Reasoning, First European Workshop, EWCBR-93, Kaiserslautern, Germany, November 1-5, 1993, Selected Papers. Lecture Notes in Computer Science 837 Springer 1994, ISBN 3-540-58330-0
Wettschereck Wettschereck D., Aha D. W., Mohri T. "A Review and Empirical Evaluation of Feature Weighting Methods for a Class of Lazy Learning Algorithms". Artificial Intelligence Review. - 11. - pp. 273-314.
Айвазян 89 Айвазян С. А., Бухштабер В. М., Юнюков И. С., Мешалкин Л. Д. "Прикладная статистика: Классификация и снижение размерности". М.: Финансы и статистика, 1989.
Гупал 93 Гупал А. М., Пономарев А. А., Цветков А. М. "Об одном методе индуктивного вывода с подрезанием деревьев решений". Кибернетика и системный анализ. - 1993. - № 5. - С. 174-178.
Дюк 94 Дюк В. А. "Компьютерная психодиагностика".- СПб: "Братство", 1994.
Дюк 96 Дюк В. А. "Формирование знаний в системах искусственного интеллекта: геометрический подход".Вестник Академии Технического Творчества. - СПб, 1996, №2. - с.46-67.
Дюк 01 Дюк В. А., Самойленко А. П. "Data Mining: учебный курс" – СПб: "Питер", 2001. – 368 с.
Каменнова 95 М.С. Каменнова. "Корпоративные информационные системы: технологии и решения". Системы Управления Базами Данных № 3/1995 стр. 88-99.
Киселев 97 М. Киселев, Е. Соломатин. "Средства добычи знаний в бизнесе и финансах". - Открытые системы, № 4, 1997, с.41-44.
Уоссермен 92 Уоссермен. Ф. "Нейрокомпьютерная техника: Теория и практика". - М.: Мир, 1992. - 240 с.
Цветков 93 Цветков А. М. "Разработка алгоритмов индуктивного вывода с использованием деревьев решений". Кибернетика и системный анализ. - 1993. - № 1. - С. 174-178.
