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Building Urban Public Traffic Dynamic Network Based on CPSS: An Integrated Approach of Big Data and AI 期刊论文
APPLIED SCIENCES-BASEL, 2021, 卷号: 11, 期号: 3, 页码: 14
Authors:  Xiong, Gang;  Li, Zhishuai;  Wu, Huaiyu;  Chen, Shichao;  Dong, Xisong;  Zhu, Fenghua;  Lv, Yisheng
Favorite  |  View/Download:10/0  |  Submit date:2021/03/08
urban public transportation  cyber-physical-social system  advanced public transportation systems  big data  
FII-CenterNet: An Anchor-Free Detector With Foreground Attention for Traffic Object Detection 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2021, 卷号: 70, 期号: 1, 页码: 121-132
Authors:  Fan, Siqi;  Zhu, Fenghua;  Chen, Shichao;  Zhang, Hui;  Tian, Bin;  Lv, Yisheng;  Wang, Fei-Yue
Favorite  |  View/Download:9/0  |  Submit date:2021/03/29
Feature extraction  Object detection  Detectors  Proposals  Convolution  Semantics  Estimation  Anchor-free detector  foreground region proposal  object detection  
基于注意力机制和分时图卷积的公交客流预测 期刊论文
模式识别与人工智能, 2021, 卷号: 34, 期号: 2, 页码: 167-175
Authors:  张伟;  朱风华;  吕宜生;  陈圆圆
Adobe PDF(955Kb)  |  Favorite  |  View/Download:16/2  |  Submit date:2021/05/27
智能交通  公交客流预测  递归神经网络  通道注意力模块  分时图卷积  
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:2/0  |  Submit date:2021/06/16
Taxi demand prediction  taxi zone clustering  heterogeneity analysis  deep learning  
Taxi Demand Prediction Using Parallel Multi-Task Learning Model 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2020, 卷号: 99, 期号: 1, 页码: 1-10
Authors:  Chizhan Zhang;  Fenghua Zhu;  Xiao Wang;  Leilei Sun;  Haina Tang;  Yisheng Lv
View  |  Adobe PDF(3947Kb)  |  Favorite  |  View/Download:38/10  |  Submit date:2020/10/15
Taxi demand prediction, pick-up/drop-off demand, multi-task learning, LSTM, deep learning  
SOFTWARE-DEFINED ARCHITECTURE FOR URBAN REGIONAL TRAFFIC SIGNAL CONTROL 期刊论文
PROMET-TRAFFIC & TRANSPORTATION, 2020, 卷号: 32, 期号: 2, 页码: 229-236
Authors:  Chen, Songhang;  Zhang, Dan;  Zhu, Fenghua
Favorite  |  View/Download:39/0  |  Submit date:2020/06/22
regional traffic signal control  heterogeneous environment  software-defined RTSC systems  virtualization  
Parallel Transportation Systems: Toward IoT-Enabled Smart Urban Traffic Control and Management 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2020, 卷号: 21, 期号: 10, 页码: 4063 - 4071
Authors:  Fenghua Zhu;  Yisheng Lv;  Yuanyuan Chen;  Xiao Wang;  Gang Xiong;  Fei-Yue Wang
View  |  Adobe PDF(2879Kb)  |  Favorite  |  View/Download:28/7  |  Submit date:2020/10/15
Intelligent transportation systems  
Consistent Population Synthesis with Multi-Social Relationships Based on Tensor Decomposition 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2019, 卷号: 00, 期号: 00, 页码: 00
Authors:  Peijun Ye;  Fenghua Zhu;  Samer Sabri;  Fei-Yue Wang
View  |  Adobe PDF(2643Kb)  |  Favorite  |  View/Download:92/24  |  Submit date:2019/10/10
Population Synthesis  Multiple Social Relationships  Tensor Decomposition  Agent-based Simulation  
核能5.0:智能时代的核电工业新形态与体系架构 期刊论文
自动化学报, 2018, 卷号: 44, 期号: 5, 页码: 922-934
Authors:  王飞跃;  孙奇;  汪国进;  谭珂;  张俊;  侯家琛;  熊刚;  朱凤华;  韩双双;  董西松;  王嫘
Favorite  |  View/Download:42/0  |  Submit date:2019/09/25
核能  智联网  知识自动化  平行系统  Acp方法  区块链  虚拟数字工业  
Cyber-Physical-Social Systems: The State of the Art and Perspectives 期刊论文
IEEE Transactions on Computational Social Systems, 2018, 卷号: 5, 期号: 3, 页码: 829 - 840
Authors:  Jun Jason Zhang;  Fei-Yue Wang;  Xiao Wang;  Gang Xiong;  Fenghua Zhu;  Yisheng Lv;  Jiachen Hou;  Shuangshuang Han;  Yong Yuan;  Qingchun Lu;  Yishi Lee
Favorite  |  View/Download:52/0  |  Submit date:2019/09/25
Cyber-physical Social Systems