REASONING IN INTELLIGENT DIAGNOSIS SYSTEMS

Vadim Vagin, Alexander Eremeev

Abstract

The paper is devoted to research and modeling reasoning based on Assumption-based Truth Maintenance Systems (ATMS) and reasoning by analogy in intelligent diagnosis systems. The new heuristic approaches of current measurement point choosing on the basis of supporting and inconsistent environments are presented. Reasoning by analogy method is viewed. This work was supported by the Russian Fund for Basic Research.

References

  1. Clancey W., 1985. Heuristic Classification // Artificial Intelligence, 25(3), pp. 289-350.
  2. de Kleer, J. and Williams, B. C.,1987. Diagnosing multiple faults // Artificial Intelligence, v.32, pp. 97-130.
  3. Forbus K. D., de Kleer, J. 1993. Building Problem Solver // A Bradford Book, The MIT Press, Cambridge, Massachusetts, London, England.
  4. de Kleer J. , 1986. An Assumption-based TMS // Artificial Intelligence, v.28, p.127-162.
  5. Vagin V. N., Golovina E. Ju., Zagoryanskaya A. A., Fomina M. V., 2008. Exact and Plausible Inference in Intelligent Systems / Vagin V.N., Pospelov D.A. (eds.) // M.: Fizmatlit, - 710 p. (in Russian).
  6. Vagin V. N., Oskin P. V., 2006a. The Heuristic Methods of Obtaining the Effective Measurement in Diagnostic Systems // Knowledge-based Software Engineering Proceedings of the 7th Joint Conference on Knowledgebased Software Engineering./ E. Tyugu and T. Yamaguchi (eds). IOS Press, pp.275-284.
  7. Vagin V. N., Os'kin P. V., 2006b. Heuristic and Probabilistic Methods for Taking Efficient Readings in Diagnostic Systems // Journal of Computer and Systems Sciences International. V.l. 45, No 4, pp. 584 -598.
  8. Vagin V. N., Os'kin P. V., 2006c. Multiagent Simulation Subsystem of Diagnostic Complexes Based on Device Models // Journal of Computer and Systems Sciences International. Vol. 45, No 6, pp. 970-982.
  9. Frohlich P., 1998. DRUM-II Efficient Model-based Diagnosis of Technical Systems // PhD thesis, University of Hannover.
  10. Haraguchi, M., Arikawa, S., 1986. A Foundation of reasoning by Analogy. Analogical Union of Logic Programs // Proceedings of Logic Programming Conference, Tokyo.
  11. Long, D., Garigliano, R., 1994. Reasoning by analogy and causality: a model and application // Ellis Horwood Series in Artificial Intelligence.
  12. Varshavskii, P. R., Eremeev, A. P., 2005. Analogy-Based Search for Solutions in Intelligent Systems of Decision Support // Journal of Computer and Systems Sciences International, v. 44(1), p. 90-101.
  13. Eremeev, A., Varshavsky, P., 2005. Analogous Reasoning for Intelligent Decision Support Systems // Proceedings of the XIth International Conference “Knowledge-DialogueSolution” - Varna, v.1, p. 272-279.
  14. Eremeev A.P., Vagin V.N., 2009. Method and tools for modeling reasoning in diagnostic systems // ICEIS 2009. Proc. of the 11th International Conference on Enterprise Information Systems. Vol. AIDSS. Milan, Italy, May 6- 10,2009, INSTICC, 2009, pp. 271-276.
  15. Eremeev, A., Varshavsky, P., 2007. Methods and Tools for Reasoning by Analogy in Intelligent Decision Support Systems // Proc. of the International Conference on Dependability of Computer Systems. Szklarska Poreba, Poland, 14-16 June, IEEE, pp.161-168.
Download


Paper Citation


in Harvard Style

Vagin V. and Eremeev A. (2011). REASONING IN INTELLIGENT DIAGNOSIS SYSTEMS . In Proceedings of the 13th International Conference on Enterprise Information Systems - Volume 2: ICEIS, ISBN 978-989-8425-54-6, pages 18-25. DOI: 10.5220/0003427400180025


in Bibtex Style

@conference{iceis11,
author={Vadim Vagin and Alexander Eremeev},
title={REASONING IN INTELLIGENT DIAGNOSIS SYSTEMS},
booktitle={Proceedings of the 13th International Conference on Enterprise Information Systems - Volume 2: ICEIS,},
year={2011},
pages={18-25},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003427400180025},
isbn={978-989-8425-54-6},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 13th International Conference on Enterprise Information Systems - Volume 2: ICEIS,
TI - REASONING IN INTELLIGENT DIAGNOSIS SYSTEMS
SN - 978-989-8425-54-6
AU - Vagin V.
AU - Eremeev A.
PY - 2011
SP - 18
EP - 25
DO - 10.5220/0003427400180025