Improved classification for a data fusing Kohonen self organizing map using a dynamic thresholding technique

IJCAI International Joint Conference on Artificial Intelligence

Volumn 2, Issue , 1999, Pages 828-832

  Taylor, Odin ^a   Tait, John ^a   MacIntyre, John ^a  

^a UNIVERSITY OF SUNDERLAND   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

APPLICATION AREA; DYNAMIC THRESHOLDING; INTER-RELATIONSHIPS; KOHONEN SELF-ORGANIZING MAPS; LINEAR DATA FUSIONS; MEASURED PARAMETERS; PROBLEM DOMAIN; SELF-ORGANISING;

ARTIFICIAL INTELLIGENCE; CONDITION MONITORING; SELF ORGANIZING MAPS; SENSORS; TOOLS;

DATA FUSION;

EID: 0038588724     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Satnam Alag, Kai Goebel, and Alice Aggino. A Framework for Intelligent Sensor Validation, Sensor Fusion, and Supervisory Control of Automated Vehicles in IVHS. Intelligent Systems Research Group, Department of Mechanical Engineering, UC Berkley, 1996.
2. James A. Anderson. An Introduction to Neural Network. MIT Press, ISBN 0-262-01144-1, 1995.
3. Christopher Bishop. Neural Networks for Pattern Recognition. Oxford University Press, ISBN 0-19-853864-2, 1995.
4. Lou R.C., and Kay M.G. "Multisensor Integration and Fusion in Intelligent Systems", IEEE Transactions on Systems, Man and Cybernetics, Vol. 19, No. 5, 1989.
5. Harris Tom. Neural Networks in Machine health Monitoring. Professional Engineering, July/August, 1993.
6. Teuvo Kohonen. Self-Organization and Associative Memory - Third Edition. Springer-Verlag, ISBN 0-387-51387-6, 1989.
7. Teuvo Kohonen. G. Barna, and Chrisley R. Statistical patter recognition with neural networks: Benchmarking studies. Proceedings of the IEEE International Conference on Neural Networks, San Diego, 1988.
8. Reilly D.L., Cooper L.N. and Elbaum C. "A Neural Model for Category Learning", Biological Cybernetics, 45, pages 35-44, 1982.
9. Odin Taylor, and John MacIntyre. Adaptive Local Fusion Systems for Novelty Detection and Diagnostics in Condition Monitoring. In Sensor Fusion: Architectures, Algorithms, and Applications II, Belur V. Dasarthy, Editor, Proceedings of SPIE, Vol. 3376, pages 210-218, 1998.
10. Odin Taylor, and John MacIntyre. Modified Kohonen Network for Data Fusion and Novelty Detection within Condition Monitoring. Proceedings of EuroFusion98, pages 145-154, 1998.