Junchen Jin
Orcid: 0000-0002-1375-9054
According to our database1,
Junchen Jin
authored at least 33 papers
between 2014 and 2024.
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Bibliography
2024
Urban Traffic Control Meets Decision Recommendation System: A Survey and Perspective.
IEEE CAA J. Autom. Sinica, October, 2024
2023
IEEE CAA J. Autom. Sinica, September, 2023
PeerJ Comput. Sci., 2023
Proceedings of the 9th IEEE World Forum on Internet of Things, 2023
Hi-Lane: Hierarchical Decision Support Framework for Traffic Signal Control with Dynamic Lanes.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023
2022
An Agent-Based Traffic Recommendation System: Revisiting and Revising Urban Traffic Management Strategies.
IEEE Trans. Syst. Man Cybern. Syst., 2022
ACM Trans. Knowl. Discov. Data, 2022
Data Augmented Deep Behavioral Cloning for Urban Traffic Control Operations Under a Parallel Learning Framework.
IEEE Trans. Intell. Transp. Syst., 2022
A GAN-Based Short-Term Link Traffic Prediction Approach for Urban Road Networks Under a Parallel Learning Framework.
IEEE Trans. Intell. Transp. Syst., 2022
PRECOM: A Parallel Recommendation Engine for Control, Operations, and Management on Congested Urban Traffic Networks.
IEEE Trans. Intell. Transp. Syst., 2022
DeCAST in TransVerse for Parallel Intelligent Transportation Systems and Smart Cities: Three Decades and Beyond.
IEEE Intell. Transp. Syst. Mag., 2022
SADRL: Merging human experience with machine intelligence via supervised assisted deep reinforcement learning.
Neurocomputing, 2022
GraphPro: A Graph-based Proactive Prediction Approach for Link Speeds on Signalized Urban Traffic Network.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022
How does Heterophily Impact the Robustness of Graph Neural Networks?: Theoretical Connections and Practical Implications.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
An Online Traffic Simulation Modeling Framework for Real-Time Road Traffic Control and Management.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022
2021
An End-to-End Recommendation System for Urban Traffic Controls and Management Under a Parallel Learning Framework.
IEEE Trans. Intell. Transp. Syst., 2021
CoRR, 2021
A Hybrid Modelling Approach for Traffic State Estimation at Signalized Intersections.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021
2020
Deep Imitation Learning for Traffic Signal Control and Operations Based on Graph Convolutional Neural Networks.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020
2019
A Multi-Objective Agent-Based Control Approach With Application in Intelligent Traffic Signal System.
IEEE Trans. Intell. Transp. Syst., 2019
A non-parametric Bayesian framework for traffic-state estimation at signalized intersections.
Inf. Sci., 2019
Link speed prediction for signalized urban traffic network using a hybrid deep learning approach.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019
Left turn phasing type determination at isolated intersections solved by a genetic algorithm.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019
2018
Eng. Appl. Artif. Intell., 2018
2017
Eng. Appl. Artif. Intell., 2017
A stochastic optimization framework for road traffic controls based on evolutionary algorithms and traffic simulation.
Adv. Eng. Softw., 2017
Proceedings of the 11th Asian Control Conference, 2017
2016
Optimizing the Shunting Schedule of Electric Multiple Units Depot Using an Enhanced Particle Swarm Optimization Algorithm.
Comput. Intell. Neurosci., 2016
2015
Adaptive Group-Based Signal Control Using Reinforcement Learning with Eligibility Traces.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015
2014
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014