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
Research Areas
- Methods: Behavioral data analytics, human factors, cognitive ergonomics, human-machine interaction
- Applications: Human-centered mobility, driver behavior, bicycling safety, pedestrian safety
Prospective Students
I'm looking for PhD students starting in Fall 2020. 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 (We will use R in W20)
- IMSE 586 Big Data Analytics and Visualization (We will use Python in F19)
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: Linyan Wang
- Undergraduate students: Hamze Berro
Affiliations at University of Michigan
© 2019 FRED FENG