Jie Shen, Ph.D.

Professor, Computer and Information Science
Jie Shen
College of Engineering and Computer Science
Computer and Information Science
shen@umich.edu
313-593-5680
207 Computer and Information Science Building | 4901 Evergreen Road | Dearborn, MI 48128
Not Teaching
http://www-personal.umd.umich.edu/~shen/

Teaching Areas:

Computer and Information Science, Data Science

Research Areas:

Automotive Engineering, Game Design, Human Factors and Ergonomics, Machine Learning, Optimization, and Intelligent Systems, Modeling and Optimization, Operations Research and Decision Science

Biography and Education

Education

  • Ph.D., University of Saskatchewan
  • M.Sc., University of Saskatchewan

Teaching and Research

Courses Taught

Selected Publications

  1. Yuan, C., Wang, T., Shen, J., He, Y. and Weng, S., 2021. A new active safety distance model of autonomous vehicle based on sensor occluded scenes. International Journal of Modelling and Simulation, Vol. 41, No. 3, pp.195-208 (Scopus CiteScore: 2.7).
  2. C. Yuan, S. Weng, J. Shen C. Long, Y. He, T. Wang. 2020. "Research on Active Collision Avoidance Algorithm for Intelligent Vehicle Based on Improved Artificial Potential Field Model," International Journal of Advanced Robotic Systems (accepted; Impact Factor: 1.22).
  3. J. Shen M. Flores and A. Sharits. 2020. "Impact Performance of a Plate Structure with Coconut-Inspired Microchannels," Applied Sciences, Vol. 10, No. 1, pp. 355. (ISI impact factor: 2.22).
  4. L. Cheng, X. Zhang, J. Shen. 2019. "Road Surface Condition Classification using Deep Learning," Journal of Visual Communication and Image Representation, Vol. 64, pp. 102638. (ISI impact factor: 2.26).
  5. Y. He, C. Lu, J. Shen, C. Yuan. 2019. "Design and analysis of output feedback constraint control for antilock braking system with time-varying slip ration." Mathematical Problems in Engineering, Volume 2019, Article ID 8193134, 11 pages (ISI impact factor: 1.14).
  6. Yuan,C., Liu,H., Shen,J., Chen,L., Jiang,H.,  2018. “Design and analysis of an auto-braking system controller for autonomous vehicles under the influence of perturbation,” IEEE Transactions on Vehicular Technology, Vol. 67, No. 3, pp. 1923-1931.  (ISI impact factor: 4.06).
  7. Yuan,C., Chen,H., Shen,J., Lin, N., Su,W., Liu,F., Liang,X., 2018. "Indicator-based multi-objective adaptive bacterial foraging algorithm for RFID network planning." Cluster Computing Vol. 22, No. 5, pp. 12649-12657(ISI impact factor: 1.60)
  8. H. Chen, J. Shen. 2017. “Denoising of Point Cloud Data,” Engineering with Computers Vol.  34, No. 3, pp. 523-541 (ISI impact factor: 1.0).
  9. H. Chen, X. Shi, Q. He, J.H. Mao, Y. Liu, H. Kang, J. Shen. 2017. “A Multiresolution Investigation on Fatigue Damage of Aluminum Alloys at Micrometer Level,” International Journal of Damage Mechanics, Vol. 26, No. 2, pp. 192-209; ISI impact factor:1.74).
  10. Shi,X., Shen,J., Yoon,D. 2016. “Genetic Search for Optimally-Constrained Multiple-line Fitting of Discrete Data Points,” Applied Soft Computing. Vol. 40, pp. 236-251. (ISI impact factor: 2.14).
  11. Shen J., Mao,J., Boileau,J., Chow,C.L., 2014. “Material Damage Estimated via Linking Micro/Macroscale Defects to Macroscopic Mechanical Properties.” International Journal of Damage Mechanics, Vol. 23, No. 4, pp.537-566 (ISI impact factor: 1.91).
  12. Chow,C.L., Mao,J., Shen, J., 2011. “Nonlocal Damage Gradient Model for Fracture Characterization of Aluminum Alloy.”International Journal of Damage Mechanics, Vol. 20, No. 7, pp.1073-1093 (ISI impact factor: 1.91). 
  13. Song,Y.,Jin,S., Shen, J. 2011. “A Unique Property of Single-link distance and Its Application in Data Clustering.” Data & Knowledge Engineering. Vol. 70, No. 11, pp.984-1003 (ISI impact factor: 1.85).
  14. Shen, J., Yoon, D., Shehu, D. and Zhang, C.  2009. “Spectral Moving Removal of Non-isolated Outlier Clusters.” Computer-Aided Design, Vol. 41, No. 4, pp. 256-267 (ISI impact factor: 1.22).
  15. Shen, J., Mao, J., Reyes, G., Chow, C.L., Boileau, J., Su, X.. and Wells, J.M.  2009. “A Multiresolution Transformation Rule of Material Defects.” International Journal of Damage Mechanics, Vol. 18, No. 8, pp. 739-758 (ISI impact factor: 1.91).

Awards and Recognition

  • Recipient, 2019 Air Force Research Lab Summer Faculty Fellowship
  • Fellow, ASME, 2019
  • Fellow, IET, 2019
  • Semi-finalist, 2017 Next Challenge -- Smart Cities, 2017
  • Certificate of Excellence, International Journal of Computers and Applications, 2015
  • Certificate of Excellence, International Journal of Modeling and Simulation, 2015
  • Certificate, Next Energy I-Corps Program, 2015
  • Certificate, NSF I-Corps Program, 2014
  • Contribution Certificate to International Conference of Computer Aided Design, 2012
  • Contribution Certificate to ASME IMECE Conference, 2012
  • Contribution to SAE Commercial Vehicle Engineering Congress and Exhibition, 2006
  • Faculty Research Fellowship,   University of Michigan – Dearborn,  2003
  • Rackham Fellowship,   University of Michigan,  2003
  • Faculty Research Fellowship,  University of Michigan – Dearborn, 2002