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Electrical and Computer
Engineering Department
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Yi Lu Murphey, Ph.D.
Professor, IEEE Fellow.

Phone (313) 593 - 5028
Email University of Michigan - Dearborn
Dearborn, Michigan 48128
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  • 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
  • Traffic and traveling speed modeling and predictions
  • Route prediction
  • Unstructured text mining with application to vehicle diagnostic descriptions
  • Incremental learning, ensemble learning
  • Deep learning
Selected Publications
  1. 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.
  2. 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.
  3. 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.
  4. Yi Lu Murphey, Hongbin Jia, and Michael DelRose, “Registering Real and Virtual Imagery,” Journal of Pattern Recognition, Vol. 36:10, 2003.