Xiruxe: An intelligent fault tracking tool

International Conference on Artificial Intelligence and Pattern Recognition 2009, AIPR 2009

Volumn , Issue , 2009, Pages 293-300

  Bakir, Ayse ^a   Kocaguneli, Ekrem ^a   Tosun, Ayse ^a   Bener, Ayse ^a   Turhan, Burak ^b  

^a BOGAZICI UNIVERSITY   (Turkey)

^b NATIONAL RESEARCH COUNCIL CANADA   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

AI ALGORITHMS; FAULT LOCALIZATION; INITIAL DEPLOYMENTS; INTELLIGENT ENGINES; INTELLIGENT SOFTWARE TOOLS; MISCLASSIFICATION RATES; MULTI-LAYER PERCEPTRONS; TELECOMMUNICATION SECTOR;

ARTIFICIAL INTELLIGENCE; DECISION TREES; INDUSTRY; PATTERN RECOGNITION SYSTEMS;

ENGINES;

EID: 84876777111     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. Alpaydin, E., Introduction to Machine Learning, The MIT Press, London, UK, 2004.
2. A. A. Freitas, "On Objective Measures of Rule Surprisingness", Proceedings of the Second European Symposium on Principles of Data Mining and Knowledge Discovery, Springer-Verlag, London, UK, 1998, pp. 1-9.
3. Software Research Laboratory, Department of Computer Engineering, Bogazici University, http://softlab.boun.edu.tr
4. Russel, S. and P. Norvig, Artificial Intelligence - A Modern Approach, 1st Edition, Prentice Hall, New Jersey, USA, 1995.
5. Quinlan, J. R., C4.5: Programs for Machine Learning, Morgan Kaufmann, California, USA, 1993.
6. Bakar, Z. A., M. M. Deris, and A. C. Alhadi, "Performance Analysis of Partitional and Incremental Clustering", Seminar Nasional Aplikasi Teknologi Informasi, Yogyakarta, SNATI 2005.
7. Witten, I. H. and E. Frank, Data Mining: Practical machine learning tools and techniques, 2nd Edition, Morgan Kaufmann, San Francisco, USA, 2005.
8. Fausett, L., Fundamentals of Neural Networks, Prentice Hall, 1994.
9. M. Frontini, J. Griffin, and S. Towers, "A knowledge-based system for fault localization in wide area networks," in Integrated Network Management, II. Amsterdam: North-Holland, 1991, pp. 519-530.
10. P. Hong and P. Sen, "Incorporating non-deterministic reasoning in managing heterogeneous network faults," in Integrated Nefwork Management, II. Amsterdam: North-Holland, 1991, pp. 481-492.
11. R. H. Deng, A. Lazar, and W. Wang, "A probabilistic approach to fault diagnosis in linear lightwave networks," IEEE J. Select. Areas Commun. vol. 11, pp. 1438-1449, 1993.
12. N. Shroff and M. Schwartz, "Fault detectiodidentification in the linear lightwave networks," Technical Report CU/CTR/TR-243-91-24, CTR-Columbia University, 1989.
13. A. Bouloutas, "Modeling Fault Management In Communication Networks," Ph.D. thesis, Graduate School of Arts and Sciences, Columbia University, New York, NY, 1990.
14. M. Steinder and A.S. Sethi, "Probabilistic Fault Localization in Communication Systems Using Belief Networks", IEEE/ACM Trans. Networking, vol. 12, no. 5, pp.
15. C. Wang and M. Schwartz, "Fault detection with multiple observers," IEEE Trans. Networking, vol. 1, pp. 48-55, Feb. 1993
16. S. A. Yemini, S. Kliger, E. Mozes, Y. Yemini, and D. Ohsie, "High speed and robust event correlation," IEEE Commun. Mag., vol. 34, pp. 82-90, May 1996.