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Wenshuo Wang
Wenshuo Wang
McGill University, UC Berkeley, CMU, Research Fellow
Verified email at mcgill.ca - Homepage
Title
Cited by
Cited by
Year
A review of vehicle fuel consumption models to evaluate eco-driving and eco-routing
M Zhou, H Jin, W Wang
Transportation Research Part D: Transport and Environment 49, 203–218, 2016
1882016
Driving Style Classification Using a Semisupervised Support Vector Machine
W Wang, J Xi, A Chong, L Li
IEEE Transactions on Human-Machine Systems 47 (5), 650-660, 2017
1482017
Modeling and recognizing driver behavior based on driving data: A survey
W Wang, J Xi, H Chen
Mathematical Problems in Engineering 2014, 2014
1382014
Driving style analysis using primitive driving patterns with bayesian nonparametric approaches
W Wang, J Xi, D Zhao
IEEE Transactions on Intelligent Transportation Systems 20 (8), 2986 - 2998, 2019
1012019
A learning-based approach for lane departure warning systems with a personalized driver model
W Wang, D Zhao, J Xi, W Han
IEEE Transactions on Vehicular Technology 67 (10), 9145 - 9157, 2018
932018
Learning and Inferring a Driver's Braking Action in Car-Following Scenarios
W Wang, J Xi, D Zhao
IEEE Transactions on Vehicular Technology 67 (5), 3887-3899, 2018
832018
How much data are enough? A statistical approach with case study on longitudinal driving behavior
W Wang, C Liu, D Zhao
IEEE Transactions on Intelligent Vehicles 2 (2), 85-98, 2017
722017
A Rapid Pattern-Recognition Method for Driving Styles Using Clustering-Based Support Vector Machines
W Wang, J Xi
IEEE 2016 American Control Conference, pp. 5270-5275, 2016
602016
Estimating driver’s lane-change intent considering driving style and contextual traffic
X Li, W Wang, M Roetting
IEEE Transactions on Intelligent Transportation Systems 20 (9), 3258-3271, 2019
582019
Human-Centered Feed-Forward Control of a Vehicle Steering System Based on a Driver's Path-Following Characteristics
W Wang, J Xi, L Chang, X Li
IEEE Transactions on Intelligent Transportation Systems 18 (6), 1440-1453, 2017
562017
Scene Understanding in Deep Learning-Based End-to-End Controllers for Autonomous Vehicles
S Yang, W Wang, C Liu, W Deng
IEEE Transactions on Systems, Man, and Cybernetics: Systems 49 (1), 53-63, 2019
522019
Statistical-based approach for driving style recognition using Bayesian probability with kernel density estimation
W Han, W Wang, X Li, J Xi
IET Intelligent Transportation Systems 13 (1), 22-30, 2019
52*2019
Extracting traffic primitives directly from naturalistically logged data for self-driving applications
W Wang, D Zhao
IEEE Robotics and Automation Letters 3 (2), 1223-1229, 2018
492018
Feature analysis and selection for training an end-to-end autonomous vehicle controller using deep learning approach
S Yang, W Wang, C Liu, W Deng, JK Hedrick
IEEE 2017 Intelligent Vehicles Symposium (IV), 1033-1038, 2017
472017
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
372020
Driving Style-Oriented Adaptive Equivalent Consumption Minimization Strategies for HEVs
S Yang, W Wang, F Zhang, Y Hu, J Xi
IEEE Transactions on Vehicular Technology 67 (10), 9249--9261, 2018
352018
Evaluation of lane departure correction systems using a regenerative stochastic driver model
W Wang, D Zhao
IEEE Transactions on Intelligent Vehicles 2 (3), 221-232, 2017
322017
Development and Evaluation of Two Learning-Based Personalized Driver Models for Car-Following Behaviors
W Wang, D Zhao, J Xi, DJ LeBlanc, JK Hedrick
IEEE American Control Conference, May 24–26, 2017, Seattle, USA, 1133-1138, 2017
242017
Clustering Driving Encounter Scenarios Using Connected Vehicle Trajectories
W Wang, A Ramesh, J Zhu, J Li, D Zhao
IEEE Transactions on Intelligent Vehicles, 2020
222020
Spatiotemporal learning of multivehicle interaction patterns in lane-change scenarios
C Zhang, J Zhu, W Wang, J Xi
IEEE Transactions on Intelligent Transportation Systems, 2021
212021
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