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Bridging the Micro and Macro: Calibration of Agent-Based Model Using Mean-Field Dynamics
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 99, 期号: 99, 页码: 10
Authors:
Ye, Peijun
;
Chen, Yuanyuan
;
Zhu, Fenghua
;
Lv, Yisheng
;
Lu, Wanze
;
Wang, Fei-Yue
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View/Download:6/0
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Submit date:2022/01/27
Calibration
Computational modeling
Mathematical model
Machine learning
Aggregates
Optimization
Bayes methods
Agent-based model (ABM)
calibration
Markovian process
SCF-Net: Learning Spatial Contextual Features for Large-Scale Point Cloud Segmentation
会议论文
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Online, 2021-6-19
Authors:
Fan, Siqi
;
Dong, Qiulei
;
Zhu, Fenghua
;
Lv, Yisheng
;
Ye, Peijun
;
Wang, Feiyue
Adobe PDF(4245Kb)
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View/Download:11/1
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Submit date:2022/06/16
Data Augmented Deep Behavioral Cloning for Urban Traffic Control Operations Under a Parallel Learning Framework
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 23, 期号: 6, 页码: 5128-5137
Authors:
Li, Xiaoshuang
;
Ye, Peijun
;
Jin, Junchen
;
Zhu, Fenghua
;
Wang, Fei-Yue
Adobe PDF(2319Kb)
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View/Download:12/0
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Submit date:2022/01/27
Generative adversarial networks
Data models
Gallium nitride
Task analysis
Complex systems
Intelligent traffic signal operations
deep behavioral cloning
MLRNN: Taxi Demand Prediction Based on Multi-Level Deep Learning and Regional Heterogeneity Analysis
期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:
Chizhan Zhang
;
Fenghua Zhu
;
Yisheng Lv
;
Peijun Ye
;
Feiyue Wang
Adobe PDF(4431Kb)
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Submit date:2021/06/16
Taxi demand prediction
taxi zone clustering
heterogeneity analysis
deep learning
Collaborative Optimization of Cyber Physical Social Systems for Urban Transportation Based on Knowledge Automation
会议论文
, 北京, 2020-12-5
Authors:
Xiong, Gang
;
Chen, Xiaoyu
;
Shuo, Nan
;
Lv, Yisheng
;
Zhu, Fenghua
;
Qu, Tianci
;
Ye, Peijun
Adobe PDF(616Kb)
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View/Download:6/1
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Submit date:2022/06/16
Cyber-Physical-Social Systems for Smart City: An Implementation Based on Intelligent Loop
会议论文
, 北京, 2020-12-5
Authors:
Xiong, Gang
;
Chen, Xiaoyu
;
Shuo, Nan
;
Lv, Yisheng
;
Zhu, Fenghua
;
Qu, Tianci
;
Ye, Peijun
Adobe PDF(457Kb)
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View/Download:6/1
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Submit date:2022/06/16
TiDEC: A Two-Layered Integrated Decision Cycle for Population Evolution
期刊论文
IEEE Transactions on Cybernetics, 2020, 期号: PP, 页码: 1-10
Authors:
Ye, Peijun
;
Wang, Xiao
;
Xiong, Gang
;
Chen, Shichao
;
Wang, Fei-Yue
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Submit date:2020/03/18
Agent-based Model (Abm), Cognitive Architecture, Population Evolution.
Acting As A Decision Maker: Traffic-Condition-Aware Ensemble Learning for Traffic Flow Prediction
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 期号: Accepted, 页码: Accepted
Authors:
Yuanyuan Chen
;
Hongyu Chen
;
Peijun Ye
;
Yisheng Lv
;
Fei-Yue Wang
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  |  
Adobe PDF(2382Kb)
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View/Download:69/10
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Submit date:2020/10/16
Traffic Flow Prediction
Ensemble Learning
Deep Learning
On Iterative Proportional Updating: Limitations and Improvements for General Population Synthesis
期刊论文
IEEE Transactions on Cybernetics, 2020, 卷号: 99, 期号: 1, 页码: 1-10
Authors:
Peijun Ye
;
Bin Tian
;
Yisheng Lv
;
Qijie Li
;
Fei-Yue Wang
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View/Download:52/18
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Submit date:2020/10/15
Agent-based simulation, bilevel optimization, iterative proportional updating (IPU), population synthesis
人工智能——原理与技术
专著
北京:清华大学出版社, 2019
Authors:
叶佩军
;
王飞跃
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Adobe PDF(519Kb)
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View/Download:203/31
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Submit date:2019/10/11