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Joint predictions of multi-modal ride-hailing demands: A deep multi-task multi-graph learning-based approach
J Ke, S Feng, Z Zhu, H Yang, J Ye
Transportation Research Part C: Emerging Technologies 127, 103063, 2021
762021
A multi-task matrix factorized graph neural network for co-prediction of zone-based and OD-based ride-hailing demand
S Feng, J Ke, H Yang, J Ye
IEEE Transactions on Intelligent Transportation Systems 23 (6), 5704-5716, 2021
382021
Coordinating ride-sourcing and public transport services with a reinforcement learning approach
S Feng, P Duan, J Ke, H Yang
Transportation Research Part C: Emerging Technologies 138, 103611, 2022
192022
Calibration and validation of matching functions for ride-sourcing markets
S Wei, S Feng, J Ke, H Yang
Communications in Transportation Research 2, 100058, 2022
172022
Prediction of knee pain improvement over two years for knee osteoarthritis using a dynamic nomogram based on MRI-derived radiomics: a proof-of-concept study
T Lin, S Peng, S Lu, S Fu, D Zeng, J Li, T Chen, T Fan, C Lang, S Feng, ...
Osteoarthritis and Cartilage 31 (2), 267-278, 2023
102023
Spectral Dual-Channel Encoding for Image Dehazing
Z Zhu, D Zhang, Z Wang, S Feng, P Duan
IEEE Transactions on Circuits and Systems for Video Technology, 2023
42023
Approximating a ride-sourcing system with block matching
S Feng, J Ke, F Xiao, H Yang
Transportation Research Part C: Emerging Technologies 145, 103920, 2022
32022
Region-Aware Hierarchical Graph Contrastive Learning for Ride-Hailing Driver Profiling
K Chen, J Han, S Feng, M Zhu, H Yang
Transportation Research Part C: Emerging Technologies 156, 104325, 2023
22023
Cross-City Traffic Prediction via Semantic-Fused Hierarchical Graph Transfer Learning
K Chen, J Han, S Feng, H Yang
arXiv preprint arXiv:2302.11774, 2023
22023
A Cross-City Federated Transfer Learning Framework: A Case Study on Urban Region Profiling
G Chen, Y Su, X Zhang, A Hu, G Chen, S Feng, J Xiang, J Zhang, ...
arXiv preprint arXiv:2206.00007, 2022
22022
A multi-functional simulation platform for on-demand ride service operations
S Feng, T Chen, Y Zhang, J Ke, Z Zheng, H Yang
arXiv preprint arXiv:2303.12336, 2023
12023
Semantic-fused multi-granularity cross-city traffic prediction
K Chen, Y Liang, J Han, S Feng, M Zhu, H Yang
Transportation Research Part C: Emerging Technologies 162, 104604, 2024
2024
Multi-View Spatial–Temporal Graph Convolutional Network for Traffic Prediction
S Wei, S Feng, H Yang
IEEE Transactions on Intelligent Transportation Systems, 2024
2024
Dynamic Adjustment of Matching Radii under the Broadcasting Mode: A Novel Multitask Learning Strategy and Temporal Modeling Approach
T Chen, Z Shen, S Feng, L Yang, J Ke
arXiv preprint arXiv:2312.05576, 2023
2023
A macro–micro spatio-temporal neural network for traffic prediction
S Feng, S Wei, J Zhang, Y Li, J Ke, G Chen, Y Zheng, H Yang
Transportation research part C: emerging technologies 156, 104331, 2023
2023
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