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Yang Xing (邢阳)
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Levenberg–Marquardt backpropagation training of multilayer neural networks for state estimation of a safety-critical cyber-physical system
C Lv, Y Xing, J Zhang, X Na, Y Li, T Liu, D Cao, FY Wang
IEEE Transactions on Industrial Informatics 14 (8), 3436-3446, 2017
2342017
Driver activity recognition for intelligent vehicles: A deep learning approach
Y Xing, C Lv, H Wang, D Cao, E Velenis, FY Wang
IEEE transactions on Vehicular Technology 68 (6), 5379-5390, 2019
1892019
Driver lane change intention inference for intelligent vehicles: framework, survey, and challenges
Y Xing, C Lv, H Wang, H Wang, Y Ai, D Cao, E Velenis, FY Wang
IEEE Transactions on Vehicular Technology 68 (5), 4377-4390, 2019
1322019
Advances in vision-based lane detection: algorithms, integration, assessment, and perspectives on ACP-based parallel vision
Y Xing, C Lv, L Chen, H Wang, H Wang, D Cao, E Velenis, FY Wang
IEEE/CAA Journal of Automatica Sinica 5 (3), 645-661, 2018
1232018
Identification and analysis of driver postures for in-vehicle driving activities and secondary tasks recognition
Y Xing, C Lv, Z Zhang, H Wang, X Na, D Cao, E Velenis, FY Wang
IEEE Transactions on Computational Social Systems 5 (1), 95-108, 2017
942017
Hybrid-learning-based classification and quantitative inference of driver braking intensity of an electrified vehicle
C Lv, Y Xing, C Lu, Y Liu, H Guo, H Gao, D Cao
IEEE Transactions on vehicular technology 67 (7), 5718-5729, 2018
892018
An Ensemble Deep Learning Approach for Driver Lane Change Intention Inference
Yang Xing,Chen Lv, Huaji Wang, Dongpu Cao, Efstathios Velenis
Transportation Research Part C: Emerging Technologies, 2020
862020
Personalized Vehicle Trajectory Prediction Based on Joint Time-Series Modeling for Connected Vehicles
Yang Xing,Chen Lv, Dongpu Cao
IEEE Transactions on Vehicular Technology, 2019
782019
Human-like decision making for autonomous driving: A noncooperative game theoretic approach
P Hang, C Lv, Y Xing, C Huang, Z Hu
IEEE Transactions on Intelligent Transportation Systems 22 (4), 2076-2087, 2020
662020
Decision-making in driver-automation shared control: A review and perspectives
W Wang, X Na, D Cao, J Gong, J Xi, Y Xing, FY Wang
IEEE/CAA Journal of Automatica Sinica 7 (5), 1289-1307, 2020
492020
An integrated framework of decision making and motion planning for autonomous vehicles considering social behaviors
P Hang, C Lv, C Huang, J Cai, Z Hu, Y Xing
IEEE transactions on vehicular technology 69 (12), 14458-14469, 2020
482020
Multi-modal sensor fusion-based deep neural network for end-to-end autonomous driving with scene understanding
Z Huang, C Lv, Y Xing, J Wu
IEEE Sensors Journal 21 (10), 11781-11790, 2020
472020
Dynamic state estimation for the advanced brake system of electric vehicles by using deep recurrent neural networks
Y Xing, C Lv
IEEE Transactions on Industrial Electronics 67 (11), 9536-9547, 2019
452019
Energy oriented driving behavior analysis and personalized prediction ofvehicle states with joint time series modeling
Y Xing, C Lv, D Cao, C Lu
Applied Energy, 2020
392020
Driver workload estimation using a novel hybrid method of error reduction ratio causality and support vector machine
Y Xing, C Lv, D Cao, H Wang, Y Zhao
Measurement 114, 390-397, 2018
372018
Transfer learning for driver model adaptation in lane-changing scenarios using manifold alignment
C Lu, F Hu, D Cao, J Gong, Y Xing, Z Li
IEEE Transactions on Intelligent Transportation Systems 21 (8), 3281-3293, 2019
322019
Cooperative decision making of connected automated vehicles at multi-lane merging zone: A coalitional game approach
P Hang, C Lv, C Huang, Y Xing, Z Hu
IEEE Transactions on Intelligent Transportation Systems 23 (4), 3829-3841, 2021
302021
Virtual-to-real knowledge transfer for driving behavior recognition: Framework and a case study
C Lu, F Hu, D Cao, J Gong, Y Xing, Z Li
IEEE Transactions on Vehicular Technology 68 (7), 6391-6402, 2019
302019
End-to-end driving activities and secondary tasks recognition using deep convolutional neural network and transfer learning
Y Xing, J Tang, H Liu, C Lv, D Cao, E Velenis, FY Wang
2018 IEEE Intelligent Vehicles Symposium (IV), 1626-1631, 2018
292018
Data-driven estimation of driver attention using calibration-free eye gaze and scene features
Z Hu, C Lv, P Hang, C Huang, Y Xing
IEEE Transactions on Industrial Electronics 69 (2), 1800-1808, 2021
272021
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