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Electrical and Computer
Engineering Department |
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People
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Yi Lu Murphey, Ph.D.
Professor and Chair
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(313) 593 - 5028 |
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University of Michigan - Dearborn
Dearborn, Michigan 48128
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 | Education - Ph.D., Computer, Information, Control Engineering, University of Michigan, Ann Arbor, Michigan in 1989.
- M.S., Computer Science, Wayne State University, Detroit, Michigan, 1983
| | Areas of Research Interests - Robotic vision
- Machine learning
- Intelligent vehicle power management
- Text mining with application to vehicle diagnostic descriptions
- Incremental learning
- Research summary
| | Selected Publications - Yi L. Murphey, Hong Guo and Lee A. Feldkamp “Neural Learning From Unbalanced Data,” Applied Intelligence, special issue on Neural Networks and Applications, Vol. 21, No. 2 Sept/Oct, 2004.
- Jacob A. Crossman, Hong Guo, Yi Lu Murphey, and John Cardillo, “Automotive Signal Fault Diagnostics: Part I: signal fault analysis, feature extraction, and quasi optimal signal selection," IEEE Transaction on Vehicular, July 2003.
- Yi Lu Murphey, Jacob A. Crossman, ZhiHang Chen, and John Cardillo, “Automotive Fault Diagnosis Part II A Distributed Agent Diagnostic System,” IEEE Transaction on Vehicular, July 2003.
- Yi Lu Murphey, Hongbin Jia, and Michael DelRose, “Registering Real and Virtual Imagery,” Journal of Pattern Recognition, Vol. 36:10, 2003.
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