Publications and Reports on Case-based Reasoning

This page summarizes CBR-related papers published by IIIA people; other pages offer a complete list of Publications and of Reports.



 Introducing CBR

 Agnar Aamodt, Enric Plaza (1994); Case-Based Reasoning: Foundational Issues, Methodological Variations, and System Approaches AICom - Artificial Intelligence Communications, IOS Press, Vol. 7: 1, pp. 39-59.

 Overview of CBR

 R. López de Mántaras, E. Plaza (1997); Case-Based Reasonig : An Overview. AI Communications, IOS Press. Vol. 10 : 1, pp. 21-29

 Our first stuff in CBR

 E. Plaza, R. López de Mántaras (1990); A Case-Based Apprentice that Learns from Fuzzy Examples. (Z. Ras et al., Eds.) Methodologies for Intelligent Systems 5, North-Holland, pp. 420-427.


 Retrieval for structured cases

 Similtude terms: a machanism for dealing with symbolic similarity in complex and structured cases

  E. Plaza, R. López de Mántaras, E. Armengol (1996); On the Importance of Similitude: An Entropy-based Assessment. Lecture Notes in Artificial Intelligence Springer, num. 1168, pp. 324-338. [Gzipped PDF document]

 E. Plaza (1995); Cases as terms: A feature term approach to the structured representation of cases. Lecture Notes in Artficial Intelligence. Springer. num. 1010, pp. 265-276. [Compressed PS document]

 Perspectives are a declarative bias mechanism for retrieving complex cases by extracting "views" from episodic memory

 J.L. Arcos, R. Lopez de Mantaras (1997); Perspectives: A declarative bias mechanism for case retrieval. Lecture Notes in Artificial Intelligence. Springer, Vol. 1266, pp. 279-290. [Gzipped PS document]

 Ph.D.s on CBR

 Eva Armengol (1997) A Framework for Integrated Learning and Problem Solving. Advisor: Enric Plaza.

 Josep Lluís Arcos (1997), The Noos Representation Language. Advisor: Enric Plaza.

These PhDs monographs are published in the Monografies de l'IIIA and can be purchased.


 CBR and Computer Music

 SaxEx: a system to express the blues

 J. L. Arcos, R. López de Màntaras, X. Serra (1998); SaxEx: A Case-Based Reasoning System for Generating Expressive Musical Performances, Journal of New Music Research, Vol. 27, No. 3, pp. 194-210.

 J.Ll. Arcos, R. López de Mántaras, X. Serra (1997), SaxEx : a case-based reasoning system for generating expressive musical performances. Proceedings of the International Computer Music Conference ICMC'97. [Gzipped PS document]

 GYMEL: a system to harmonize

 J. Sabater, J.L. Arcos, R. Lopez de Mantaras (1998); Using Rules to support Case-Based Reasoning for harmonizing melodies. IIIA Research Report 98-01. 1998 AAAI Spring Symposium Multimodal Reasoning, Stanford University, California, USA, 23-25 March 1998, pp. 147-151. [Gzipped PS document]

 J. L. Arcos, D. Cañamero, R. López de Mántaras (1999); Affect-Driven CBR to generate expressive music via imitation of human performances. 3d International Conference on Case-Based Reasoning, Munich, Alemania, August 27-30, 1999. [Gzipped PS document].


  Coperation among CBR Agents

 E. Plaza, J.L. Arcos, F. Martín (1997); Cooperative Case-Based Reasoning. Lecture Notes in Artificial Intelligence. Springer, Vol. 1221, pp.180-201. [Gzipped PDF document]

 M.V. Nagendra Prased, E. Plaza (1996); Corporate Memories as Distributed Case Libraries. Proceedings of the 10th Banff Knowledge Acquisition for Knowledge-based Systems Workshop. Banff, Canadá. Vol 2, pp. 40: 1-19. [Gzipped PDF document]

  Medical Applications of CBR

 B. López, E. Plaza(1997); Case-based learning of plans and goal states in medical diagnosis. Artificial Intelligence in Medicine. Elsevier, Vol. 9, pp. 29-60. [Compressed PS document]

 B. López, E. Plaza (1993); Case-based planning for medical diagnosis Lecture Notes in Artificial Intelligence. Springer, 689, pp. 96-105.

 B. López, E. Plaza (1991); Case-based Learning of Strategic Knowledge. Lecture Notes in Artificial Intelligence. Springer, 482, pp. 398-411.

 Eva Armengol, Albert Palaudàries, Enric Plaza (2000), Individual Prognosis of Diabetes Long-Term Risks: A CBR Approach. Methods of Information in Medicine Journal, Vol. 5.

 CBR and Fuzzy Logic

 E. Plaza, F. Esteva, P. García, L. Godo, R. López de Màntaras (1998); A logical Approach to Case-Based Reasoning Using Fuzzy Similarity Relations. Journal of Information Sciences (Elsevier).Vol. 106, pp. 105-122. [Gzipped PDF document]

 D. Dubois, F. Esteva, P. Garcia, L. Godo, R. López de Màntaras, H.Prade. (in Press) Case-Based Reasoning: A Fuzzy Approach. Lecture Notes in Artificial Intelligence1566 (Anca L. Ralescu ed.).[Gzipped PDF document]

 P. P. Bonissone, R. López de Màntaras (1998); Case-based reasoning. Handbook of Fuzzy Computation (E. H. Ruspini, P. P. Bonissone, Wiltold Pedrycz. eds), Institute of Physics Publishing, Bristol and Philadelphia, pp. F4.3:1-F4.3:17.

 Case-based Decision Making

 D. Dubois, F. Esteva, P. Garcia, L. Godo, R. López de Mántaras, H. Prade (1997); Fuzzy modelling of case-based reasoning and decision. Lecture Notes in Artificial Intelligence. Proceedings ICCBR´97. Springer, vol. 1266, pp. 599-610. [PS document]

 D. Dubois, H. Prade, F. Esteva, P. Garcia, L. Godo, R. López de Màntaras (1998); Fuzzy Set Modelling in Case-based Reasoning. International Journal of Intelligent Systems, John Wiley & Sons, Inc., Vol. 13, pp. 345-373.

 L.Godo, A. Zapico (1998); Cased-Based decision: a Characterization of Preferences in a Qualitative Setting. Proceedings of the "VIII Congreso Español sobre Tecnologías y Lógica Fuzzy", Pamplona, Spain, September 8-10, pp. 405-412.

 D. Dubois, F. Esteva, P. García, Ll. Godo, R. López de Mántaras , H. Prade (1997); Fuzzy Rule-Based Models for Case-Based Reasoning. Proceedings 5th. European Congress on Intelligent Techniques and Soft Computing (EUFIT´97). Aachen, Germany, pp. 923-927.


  Integrated and Embedded CBR

 E. Armengol, E. Plaza (1995); Integrating induction in a Case-based Reasoner. Lecture Notes in Artificial Intelligence. Springer. num. 984, pp. 3-17. [Web document]

 E. Armengol, E, Plaza (1994); A Knowledge Level Model of Knowledge -Based Reasoning. Lecture Notes in Artificial Intelligence. Springer, 837, pp.53-64.

 E. Plaza, A Aamodt, A. Ram, W. van de Velde, M. van Someren (1993); Integrated Learning Architectures. Lecture Notes in Artificial Intelligence. Springer, 667, pp. 429-441.

 E. Plaza, J.L. Arcos (1993); Reflection and Analogy in Memory-based Learning. (R.S. Michalski, G. Tecuci, Eds.) MSL-93 Second International Workshop on Multistrategy Learning. George Mason Univ., Harpers Ferry, pp. 42-49.

 E. Plaza, J.L. Arcos (1993); A Reflective Architecture for Integrated Memory-based Learning and Reasoning. EWCBR-93: First European Workshop on Case-Based Reasoning. University of Kaiserslautern, pp. 329-334.

 E. Plaza (1992); Reflection for Analogy. (A. Yonezawa and B.C. Smith, Eds.) IMSA-92: Reflection and Meta-Level Architectures. Proceedings of International Workshop on New Models for Software Architecture. Tokyo, pp. 166-171.


  Methodologies for CBR

 E. Plaza, J.-L. Arcos (2000), Towards a software architecture for case-based reasoning systems, Foundations of Intelligent Systems, 12th International Symposium, ISMIS 2000. Ras, Z. W. and Ohsuga, S., (Eds.), Lecture Notes in Computer Science V. 1932. (Previous draft available online)



 This page is maintained by Enric Plaza.

Last update 25/4/2000