Fred Feng, Ph.D.
Assistant Professor
Industrial and Manufacturing Systems Engineering
University of Michigan-Dearborn
2320 HPEC, 4901 Evergreen Rd, Dearborn, MI 48128
fredfeng@umich.edu
(313) 593-5274
Curriculum Vitae | Google Scholar | Twitter | GitHub
Research Areas
- Methods: Behavioral data analytics, human factors, human performance modeling, human-machine interaction
- Applications: Road safety, driver behavior, bicycling and pedestrian safety, human-centered mobility, automated vehicles
Prospective Students
I'm looking for PhD students starting in Fall 2021. Our PhD program is affiliated with the Rackham Graduate School at the University of Michigan, and is administered by UM-Dearborn. Contact me if you are interested.
Teaching
- IMSE 317 Engineering Probability and Statistics
- IMSE 440 Applied Statistical Models in Engineering
- IMSE 586 Big Data Analytics and Visualization (Fall 2020 Schedule)
Selected Publications
Drivers overtaking bicyclists - An examination using naturalistic driving data [published version] [preprint] [Forbes]
Authors: Feng, Bao, Hampshire, and Delp
Journal: Accident Analysis & Prevention, 115, 98-109. (2018)Estimating lead vehicle kinematics using camera-based sensor data for distraction detection [paper]
Authors: Feng, Bao, Jin, Sun, Saigusa, Tahmasbi-Sarvestani, and Dsa
Journal: International Journal of Automotive Engineering, 9(3), 158-164. (2018)Effects of quantity and size of buttons of in-vehicle touch screen on drivers' eye glance behavior [published version] [accepted manuscript]
Authors: Feng, Liu, and Chen
Journal: Int'l Journal of Human-Computer Interaction, 34(12), 1105-1118. (2018)Can vehicle jerk associated with gas pedal operation be used to identify aggressive drivers? an examination using naturalistic driving data [link]
Authors: Feng, Bao, Sayer, Flannagan, Manser, and Wunderlich
Journal: Accident Analysis & Prevention, 104, 125-136. (2017)A computer-aided usability testing tool for in-vehicle infotainment systems [published version] [preprint]
Authors: Feng, Liu, and Chen
Journal: Computers & Industrial Engineering, 109, 313-324. (2017)People
- Doctoral students: H. Vasanth Munnamgi
- Master's students: Ayah Hamad, Linyan Wang
- Undergraduate students: Hamze Berro, Colleen Hillard (UM-Ann Arbor)
Affiliations at University of Michigan
© 2020 FRED FENG