Jie Shen, Ph.D.

Professor, Computer and Information Science
Jie Shen
College of Engineering and Computer Science
Computer and Information Science
[email protected]
313-593-5680
207 Computer and Information Science Building | 4901 Evergreen Road | Dearborn, MI 48128
11:00am-2:00pm Monday and 11:00am-2:00pm Wednesday; or by appointment.
http://www-personal.umd.umich.edu/~shen/
Michigan Expert (MExpert) Profile

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., Lin, Y., Shen, J., Chen, L., Cai, Y., He, Y., Weng, S., Wu, X., Yuan, Y., Gong, Y. and Yu, Q., 2023. Research on Active Collision Avoidance and Hysteresis Reduction of Intelligent Vehicle Based on Multi-Agent Coordinated Control System. World Electric Vehicle Journal, 14(1), p.16 (ISI impact factor: 2.3).
  2. Wu X, Yuan C, Shen J, Chen L, Cai Y, He Y, Weng S, Wang T, Yuan Y, Gong Y, Lv S. Cooperative Control Research on Emergency Collision Avoidance of Human-Machine Cooperative Driving Vehicles. IEEE Transactions on Vehicular Technology. 2024 Feb 27 (JCR Impact Factor: 6.8).
  3. He, J., Zhang, X., Zhang, X. and Shen, J., 2023. Remaining useful life prediction for bearing based on automatic feature combination extraction and residual multi-Head attention GRU network. Measurement Science and Technology, 35(3), p.036003 (JCR Impact Factor: 2.4).
  4. Yuan, C., Wang, J., Shen, J., Chen, L., Cai, Y., He, Y., Weng, S., Yuan, Y. and Gong, Y., 2023. Vehicle Path Planning Based on Pedestrian Collision Avoidance Action. IEEE Access (ISI impact factor: 4.1).
  5. Li, J., Fu, Z., Wei, L., Zhang, G., Wei, S., Xu, L., Pan, K., Shen, J. and Yang, J., 2022. Characterization of Mo-6Ta alloy targets and its magnetron sputtering deposited thin film. International Journal of Refractory Metals and Hard Materials, 103, p.105770 (JCR Impact Factor: 3.6).
  6. Xia, T., Zhang, X., Zhu, H., Zhang, X. and Shen, J., 2023. An accurate denoising lithium-ion battery remaining useful life prediction model based on CNN and LSTM with self-attention. Ionics, 29(12), pp.5315-5328 (JCR Impact Factor: 2.8).
  7. He, Y., Zhou, Y., Cai, Y., Yuan, C. and Shen, J., 2022. DSC-based RBF neural network control for nonlinear time-delay systems with time-varying full state constraints. ISA transactions, 129, pp.79-90. ISA Transactions (online first; JCR Impact Factor: 7.3).
  8. 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: 2.6).
  9. 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: 6.8).
  10. 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: 4.4)
  11. 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:4.2).
  12. 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: 8.7).
  13. 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: 4.2).
  14. Shen,J., Vela,D., Singh,A., Song,K., Zhang,G., LaFreniere,B. and Chen,H. 2015. “GPU/CPU Parallel Computation of Material Damage.” Engineering with Computers Vol. 31(3): 647-660 (ISI impact factor: 8.7).
  15. H. Chen, J. Shen. 2017. “Denoising of Point Cloud Data for Computer-Aided Design, Analysis and Manufacturing,” Engineering with Computers Vol. 34, No. 3, pp. 523-541 (ISI impact factor: 8.7).

Awards and Recognition

  • 2023 Bronze Level President’s Award of American Society for Nondestructive Testing
    (ASNT)
  • 2022 Silver Level President’s Award of American Society for Nondestructive Testing
    (ASNT)
  • 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