HACKER: Human and computer knowledge discovered event rules for telecommunications fault management

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics

Volumn 7, Issue , 2002, Pages 491-496

  Sterritt, Roy ^a   Curran, Edwin P ^a   Song, Hongzhi ^a  

^a UNIVERSITY OF ULSTER   (United Kingdom)

Author keywords

Computer assisted Human Discovery; Data Visualization; Human assisted Computer Discovery; Integration; Knowledge Discovery; Visual Data Mining

Indexed keywords

DATA MINING; GRAPHICAL USER INTERFACES; KNOWLEDGE ENGINEERING; QUALITY OF SERVICE; TELECOMMUNICATION SYSTEMS;

FAULT MANAGEMENT;

HUMAN COMPUTER INTERACTION;

EID: 0037731534     PISSN: 08843627     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (22)

1. Bournellis C., Internet' 95. Internet World, 6 (11): 47-52, 1995.
2. Brachman R.J., Anand T., "The Process of Knowledge Discovery in Databases: A Human-Centered Approach"., Advances in Knowledge Discovery & Data Mining, AAAI Press A The MIT Press: California, 1996, pp 37-57.
3. Bratko, Muggleton S.," Applications of Inductive Logic Programming", Communications of the ACM, Vol. 38, no. 11, 1995, pp. 65-70.
4. Cheikhrouhou M, Conti P ., Labetoulle J., Marcus K., IntelligentA gents for Network Management: FaultD etection Experiment. In Sixth IFIP/IEEE International Symposium on Integrated Network Management, Boston, USA, May 1999.
5. Date C.J., What Not How - The Business Rules Approach to Application Development, from forth coming Book, 2001.
6. Eick, S. G. in Fayyad U. M., Grinstein G.G., Wierse A.,(Eds.) Information Visualization in Data Mining and Knowledge Discovery, Morgan Kaufmann Publishers, San Francisco, USA, 2002
7. Fayyad U.M ., Grinstein G.G., Wierse A., (Eds.) Information Visualization in Data Mining and Knowledge Discovery, Morgan Kaufmann Publishers, San Francisco, USA, 2002
8. Fayyad U.M., Piatetsky-Shapiro G., Smyth P.," From Data Mining to Knowledge Discovery: An Overview", Advances in Knowledge Discovery & Data Mining, AAAI Press & The MIT Press: California, 1996, pp 1-34.
9. Gruer D., Khan I., Ogier R., Keffer R., An Artificial Intelligence Approach to Network FaultM anagement, SRI International, Menlo Park, California, USA.
10. Harrison K., "A Novel Approach to Event Correlation", HP, Intelligent Networked Computing Lab, HP Labs, Bristol. HP-94-68, July, 1994, pp. 1-10.
11. Heckerman, D., Bayesian Networks for Data Mining, DM&KD 1, 79-119, 1997.
12. IJCAI, 1999. Workshop on Text Mining: Foundations, Techniques and Applications. 1997.
13. ILog, www.ilog.com, 2000.
14. Jakobson G., and Weissman M., Alarm correlation. IEEE Network, 7 (6): 52-59, November 1993.
15. Oates T., Automatically Acquiring Rules for Event Correlation From Event Logs, Technical Report 9 7-14, University of Massachusetts at Amherst, Computer Science Department, 1997.
16. Oates T., Fault identification in computer networks: A review and a new approach. Technical Report 95-113, University of Massachusetts at Amherst, Computer Science Department, 1995.
17. Sterritt R., Discovering Rules for FaultM anagement, Proceedings of IEEE International Conference on the Engineering of Computer Based Systems (ECBS), Washington DC, USA, April 17-20, 190-196, 2001
18. Sterritt R., Marshall A.H., Shapcott C.M., McClean S.I., Exploring Dynamic Bayesian Belief Networks For Intelligent Fault Management Systems, IEEE Int. Conf. Systems, Man and Cybernetics, V, pp 3646-3652, Sept. 2000.
19. Sterritt, R., Curran E.P., Adamson K., Shapcott C.M., Visualization for Data Mining telecommunications network data, Data Mining II, (eds.). Ebecken F.F., Brebbia C.A., Weigend A., WIT Press, Southampton UK, 4 45-454, 2000.
20. Tkach, ed. 1998. Text Mining Technology: Turning Information into Knowledge. IBM White Paper.
21. Uthurusamy R., "From Data Mining to Knowledge Discovery: Current Challenges and Future Directions", Advances in Knowledge Discovery & Data Mining, AAAI Press & The MIT Press: California, 1996, pp 561-569.
22. Wang Z., Model of network faults, In Meandzija B., Westcott J., ( Eds.), Integrated Network Management I., North Holland, Elsevier Science Pub. B.V., 1989.