Prof. Jie Shen

Departmentof Coamputer & Information Science

University of Michigan - Dearborn, USA

Email: [email protected]

Qulifications

2000 Ph.D. in Computer Science, University of Saskatchewan (Canada)

1997 M.Sc. in Computer Science, University of Saskatchewan (Canada)

1988 Ph.D. in Vehicle Engineering, Beijing University of A.E. (China)

1985 M.Sc. in Vehicle Engineering, Jiangsu Science Tech Univ. (China)

1982 B.Sc. in Vehicle Engineering, Jiangsu Science Tech Univ. (China)

Publications (selected)

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).

Profile Details

https://umdearborn.edu/people-um-dearborn/jie-shen
https://micde.umich.edu/member/jie-shen/
https://www.researchgate.net/profile/Jie-Shen-43

WOS ResearchID: QEN-0880-2026