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Knowledge Commons of Institute of Automation,CAS
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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)
Adobe PDF(1318Kb)
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View/Download:26/4
  |  
Submit date:2023/06/26
Fine-Grained Vessel Traffic Flow Prediction With a Spatio-Temporal Multigraph Convolutional Network
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 14
Authors:
Liang, Maohan
;
Liu, Ryan Wen
;
Zhan, Yang
;
Li, Huanhuan
;
Zhu, Fenghua
;
Wang, Fei-Yue
Favorite
  |  
View/Download:70/0
  |  
Submit date:2022/11/14
Traffic flow prediction
maritime traffic network
multi-graph convolutional network
automatic identification system (AIS)
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
Adobe PDF(3316Kb)
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View/Download:96/2
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Submit date:2022/09/19
deep reinforcement learning
online ride-hailing system
hierarchical repositioning framework
parallel coordination mechanism
mixed state
AdapGL: An adaptive graph learning algorithm for traffic prediction based on spatiotemporal neural networks
期刊论文
Transportation Research Part C, 2022, 期号: 99, 页码: 1-1
Authors:
Wei Zhang
;
Fenghua Zhu
;
Yisheng Lv
;
Chang Tan
;
Wen Liu
;
Xin Zhang
;
Fei-Yue Wang
Adobe PDF(2619Kb)
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View/Download:198/48
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Submit date:2022/04/08
Adaptive graph learning, Traffic prediction, Graph convolutional network, Expectation maximization, Deep learning
A Point-Based Neural Network for Real-Scenario Deformation Prediction in Additive Manufacturing
会议论文
, 成都希尔顿酒店, 2022年8月
Authors:
Zhao, Meihua
;
Xiong, Gang
;
Wang, Weixing
;
Fang, Qihang
;
Shen, Zhen
;
Wan, Li
;
Zhu, Fenghua
Adobe PDF(1495Kb)
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View/Download:17/1
  |  
Submit date:2023/06/27
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)
Adobe PDF(1359Kb)
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View/Download:27/3
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Submit date:2023/06/26
DDRL: A Decentralized Deep Reinforcement Learning Method for Vehicle Repositioning
会议论文
, Indianapolis, IN, USA, 19-22 September 2021
Authors:
Jinhao Xi
;
Fenghua Zhu
;
Yuanyuan Chen
;
Yisheng Lv
;
Chang Tan
;
Feiyue Wang
Adobe PDF(1652Kb)
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View/Download:18/3
  |  
Submit date:2023/06/26
基于稀疏正则化的卷积神经网络模型剪枝方法
期刊论文
计算机工程, 2021, 卷号: 47, 期号: 10, 页码: 61-66
Authors:
韦越
;
陈世超
;
朱凤华
;
熊刚
Adobe PDF(1647Kb)
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View/Download:127/21
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Submit date:2022/04/08
深度学习, 模型剪枝 , 卷积神经网络 , 稀疏约束, 模型压缩
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:104/0
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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:93/12
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Submit date:2022/06/16