CASIA OpenIR

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Geometry Problem Solving Based on Counter-factual Evolutionary Reasoning 会议论文
, New Zealand, 2023
Authors:  Song B(宋冰);  Xiong G(熊刚);  Shen Z(沈震);  Zhu F(朱凤华);  Lv Y(吕宜生);  Ye P(叶佩军)
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Parallel cognition: hybrid intelligence for human-machine interaction and management 期刊论文
FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2022, 页码: 15
Authors:  Ye, Peijun;  Wang, Xiao;  Zheng, Wenbo;  Wei, Qinglai;  Wang, Fei-Yue
Favorite  |  View/Download:82/0  |  Submit date:2022/09/19
Cognitive learning  Artificial intelligence  Behavioral prescription  TP181  
HMDRL: Hierarchical Mixed Deep Reinforcement Learning to Balance Vehicle Supply and Demand 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 12
Authors:  Xi, Jinhao;  Zhu, Fenghua;  Ye, Peijun;  Lv, Yisheng;  Tang, Haina;  Wang, Fei-Yue
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deep reinforcement learning  online ride-hailing system  hierarchical repositioning framework  parallel coordination mechanism  mixed state  
From Features Engineering to Scenarios Engineering for Trustworthy AI: I&I, C&C, and V&V 期刊论文
IEEE INTELLIGENT SYSTEMS, 2022, 卷号: 37, 期号: 4, 页码: 18-26
Authors:  Li, Xuan;  Ye, Peijun;  Li, Juanjuan;  Liu, Zhongmin;  Cao, Longbing;  Wang, Fei-Yue
Favorite  |  View/Download:63/0  |  Submit date:2022/11/14
An Agent-Based Traffic Recommendation System: Revisiting and Revising Urban Traffic Management Strategies 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 页码: 13
Authors:  Jin, Junchen;  Rong, Dingding;  Pang, Yuqi;  Ye, Peijun;  Ji, Qingyuan;  Wang, Xiao;  Wang, Ge;  Wang, Fei-Yue
Favorite  |  View/Download:96/0  |  Submit date:2022/07/25
Switches  Control systems  Timing  Task analysis  Behavioral sciences  Analytical models  Research and development  Agent-based recommendation system  deep recommendation  human-in-the-loop  operation on-demand  traffic management strategies  
Empirical Learning of Decision Parameters for Agent-Based Model 会议论文
, Macau, China, 2022
Authors:  Song B(宋冰);  Xiong G(熊刚);  Zhu F(朱凤华);  Wu X(武许可);  Lv Y(吕宜生);  Ye P(叶佩军)
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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
Favorite  |  View/Download:103/0  |  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
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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)  |  Favorite  |  View/Download:118/16  |  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)  |  Favorite  |  View/Download:115/17  |  Submit date:2021/06/16
Taxi demand prediction  taxi zone clustering  heterogeneity analysis  deep learning