Yi Lu Murphey

Dr. Yi Lu Murphey is a Professor in the Department of Electrical and Computer Engineering at the University of Michigan-Dearborn's College of Engineering and Computer Science. She directs the Intelligent Systems Lab and holds editorial responsibilities at the Journal of Pattern Recognition.

• Ph.D. in Computer/Information/Control Engineering (1989) from University of Michigan
• M.S. in Computer Science (1983) from Wayne State University

Her research focuses on machine learning applications for:

• Automotive diagnostics and prognostics
• Vehicle power management optimization
• Robotic vision systems
• Driver behavior analysis
• Medical data processing

Recent publications demonstrate expertise in:

• Deep learning architectures
• Autonomous vehicle systems
• Biomedical signal processing
• Power electronics optimization
• Multimodal data fusion
• Intelligent transportation

Scientific honors include:

• IEEE Fellow

Major funding sources:

• National Science Foundation
• National Institutes of Health
• Toyota Research Institute
• Ford Motor Company
• Nissan USA

Her lab develops technologies for:

• Driver workload estimation
• Pedestrian detection
• Personalized route prediction
• Vehicle context detection
• Electric vehicle energy management