Table of Contents
Advances in Artificial Neural Systems
Volume 2012, Article ID 534683, 6 pages
Review Article

Combining Neural Methods and Knowledge-Based Methods in Accident Management

Department of Information and Computer Science, Aalto University, P.O. Box 15400, 00076 Aalto, Finland

Received 10 February 2012; Revised 22 May 2012; Accepted 3 June 2012

Academic Editor: Wilson Wang

Copyright © 2012 Miki Sirola and Jaakko Talonen. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. B. K. H. Sun and D. G. Cain, “Computer applications for control room operator support in nuclear power plants,” Reliability Engineering and System Safety, vol. 33, no. 3, pp. 331–340, 1991. View at Google Scholar · View at Scopus
  2. G. Salvendy, Handbook of Human Factors, John Wiley & Sons, New York, NY, USA, 1986.
  3. M. Sirola, “Generating strategies for managing accidents,” Nuclear Engineering International, vol. 39, no. 478, pp. 50–551, 1994. View at Google Scholar
  4. M. Sirola, J. Talonen, J. Parviainen, and G. Lampi, “Decision support with data-analysis methods in a nuclear power plant,” TKK Reports in Information and Computer Science (TKK-ICS-R29), TKK, Espoo, Finland, 2010. View at Google Scholar
  5. T. Kohonen, Self-Organizing Map, Springer, Berlin, Germany, 1995.
  6. S. B. Eom, “Mapping the intellectual structure of research in decision support systems through author cocitation analysis (1971–1993),” Decision Support Systems, vol. 16, no. 4, pp. 315–338, 1996. View at Publisher · View at Google Scholar · View at Scopus
  7. P. Fantoni, G. Meyer, P. Nurmilaukas, M. Sirola, and A. Sørenssen, CAMS Prototype, vol. 2, NKS, Halden, Norway, 1995.
  8. W. E. Kastenberg, “Uncertainties and severe accident management,” Transactions of the American Nuclear Society, vol. 63, pp. 266–2267, 1991. View at Google Scholar
  9. M. Sirola, Computerized Decision Support Systems in Failure and Maintenance Management of Safety Critical Processes, VTT, Espoo, Finland, 1999.
  10. D. Bunn, Applied Decision Analysis, McGraw-Hill, New York, NY, USA, 1984.
  11. S. French, Decision Theory: An Introduction to Mathematics Rationality, Ellis Horwood, Chichester, UK, 1986.
  12. K. Laakso, M. Sirola, and J. Holmberg, “Decision modelling for maintenance and safety,” International Journal of Comadem, vol. 23, pp. 13–117, 1999. View at Google Scholar
  13. J. A. Lee and M. Verleysen, Dimensionality Reduction. Information Science and Statistics, Springer, 1st edition, 2007.
  14. G. Barreto, A. Araujo, and H. Ritter, “Time in self-organizing maps: an overview of models,” International Journal of Computer Research, vol. 10, no. 2, pp. 139–179, 2001. View at Google Scholar
  15. J. Vesanto, J. Himberg, E. Alhoniemi, and J. Parhankangas, “Self-organizing map in matlab: the SOM toolbox,” in Proceedings of the Matlab DSP Conference, 1999.