Early Fault Classification in Dynamic Systems Using Case-Based Reasoning

1. Aamodt, A., Plaza, E.: Case-Based Reasoning: Foundational Issues, Methodological Variations, and System Approaches. In: AI Communications, vol. 7: 1, pp. 39–59. IOS Press, Amsterdam (1994)

   Google Scholar 

2. Alonso, C., Rodriguez, J.J., Pulido, B.: Enhancing consistency-based diagnosis with machine-learning techniques. In: 14th International Workshop on Principles of Diagnosis, DX03, Washington, D.C. USA (2003)

   Google Scholar 

3. Brann, D.M., Thurman, D.A., Mitchell, C.M.: Case-Based Reasoning as a Methodology for Accumulating Human Expertise for Discrete System Control. In: Proceedings of the IEEE Int. Conf. on SMC, Vancouver, B. C., Canada, pp. 4219–4223 (1995)

   Google Scholar 

4. Bregón, A., Pulido, B., Simón, M.A., Moro, I., Prieto, O., Rodríguez, J.J., Alonso, C.: Focusing fault localization in model-based diagnosis with case-based reasoning. In: 17th International Workshop on Principles of Diagnosis, DX06, Peñaranda de Duero, Spain (2006)

   Google Scholar 

5. Bregón, A., Simón, M.A., Rodríguez, J.J., Alonso, C., Pulido, B., Moro, I.: Un sistema de razonamiento basado en casos para la clasificación de fallos en sistemas dinámicos. In: Primer Congreso Español de Informática, Granada, España (2005)

   Google Scholar 

6. Britanik, J., Marefat, M.: Case-Based Manufacturing Process Planning with integrated support for knowledge sharing. In: IEEE Int. Symp. on Assembly Task Planning, pp. 107–112 (1995)

   Google Scholar 

7. Colomer, J., Melendez, J., Gamero, F.: A qualitative case-based approach for situation assessment in dynamic systems. application in a two tank system. In: Proceedings of the IFAC-Safeprocess 2003, Washington, USA (2003)

   Google Scholar 

8. Colomer, J., Melendez, J., Gamero, F.I.: Qualitative representation of process trends for situation assessment based on cases. In: 15th Triennial World Congress of the International Federation of Automatic Control, Barcelona, Spain (2002)

   Google Scholar 

9. Keogh, E., Ratanamahatana, C.A.: Exact indexing of dynamic time warping. Knowledge and Information Systems 7(3), 358–386 (2005)

   Article  Google Scholar 

10. Kolodner, J.: Case-Based Reasoning. Morgan Kaufmann Publishers, San Francisco (1993)

    Google Scholar 

11. Leake, D.B.: CBR in Context: The present and Future. In: Case-Based Reasoning: Experiences, Lessons, and Future Directions, AAAI Press, Menlo Park (1996)

    Google Scholar 

12. Lenz, M., Manago, M., Auriol, E.: Diagnosis and decision support. In: Case-Based Reasoning Technology, pp. 51–90 (1998)

    Google Scholar 

13. Price, C.: Computer-based diagnostic systems. Springer, New York (1999)

    MATH  Google Scholar 

14. Prieto, O., Bregón, A.: A comparative of two machine-learning techniques to focus the diagnosis task (to be published, draft available upon request). In: Third European Starting AI Researcher Symposium (STAIRS’06), Riva del Garda, Italy (2006)

    Google Scholar 

15. Pulido, B., Alonso, C., Acebes, F.: Lessons learned from diagnosing dynamic systems using possible conflicts and quantitative models. In: Monostori, L., Váncza, J., Ali, M. (eds.) IEA/AIE 2001. LNCS (LNAI), vol. 2070, pp. 135–144. Springer, Heidelberg (2001)

    Chapter  Google Scholar 

16. Pulido, B., González, C.A.: Possible conflicts: a compilation technique for consistency-based diagnosis. IEEE Trans. on Systems, Man, and Cybernetics. Part B: Cybernetics 34(5), 2192–2206 (2004)

    Article  Google Scholar 

17. Pulido, B., Rodriguez Diez, J.J., Alonso González, C., Prieto, O., Gelso, E., Acebes, F.: Diagnosis of continuous dynamic systems: integrating consistency-based diagnosis with machine-learning techniques. In: XVI IFAC World Congress, 2005, Prague, Zcheck Republic (2005)

    Google Scholar 

18. Watson, I.: Applying Case-Based Reasoning: Techniques for Enterprise Systems. Morgan Kaufmann Publishers, San Francisco (1997)

    MATH  Google Scholar 

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