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An Urban Trajectory Data-Driven Approach for COVID-19 Simulation 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2024, 页码: 10
作者:  Li, Zhishuai;  Xiong, Gang;  Lv, Yisheng;  Ye, Peijun;  Liu, Xiaoli;  Tarkoma, Sasu;  Wang, Fei-Yue
收藏  |  浏览/下载：14/0  |  提交时间：2024/07/03
Coronavirus disease 2019 (COVID-19)  data-driven epidemic simulation  trajectory  transportation big data  
MAST-GNN: A multimodal adaptive spatio-temporal graph neural network for airspace complexity prediction 期刊论文
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2024, 卷号: 160, 页码: 20
作者:  Li, Biyue;  Li, Zhishuai;  Chen, Jun;  Yan, Yongjie;  Lv, Yisheng;  Du, Wenbo
收藏  |  浏览/下载：18/0  |  提交时间：2024/07/03
Airspace Complexity Prediction  Air Traffic Management  Spatio-temporal Graph Neural Network  Graph Convolutional Neural Network  Attention Mechanism  
Conditional Goal-Oriented Trajectory Prediction for Interacting Vehicles 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 13
作者:  Li, Ding;  Zhang, Qichao;  Lu, Shuai;  Pan, Yifeng;  Zhao, Dongbin
收藏  |  浏览/下载：171/0  |  提交时间：2023/12/21
Trajectory  Predictive models  Behavioral sciences  Pipelines  Task analysis  Feature extraction  Vehicle dynamics  Conditional prediction  goal-oriented trajectory prediction  hierarchical vectorized representation  joint trajectory prediction  marginal prediction  
Coordinated Heat and Power Cyber-Attacks With Time Window Matching Strategy 期刊论文
IEEE TRANSACTIONS ON SMART GRID, 2023, 卷号: 14, 期号: 4, 页码: 2747-2761
作者:  Gu, Wei;  Ding, Shixing;  Lu, Shuai;  Zhao, Pengfei;  Zou, Dehu;  Qiu, Yue;  Yu, Ruizhi;  Sheng, Lina
收藏  |  浏览/下载：105/0  |  提交时间：2023/11/17
Cyber-attack  CPS  false data injection attacks  heating system  integrated energy system  
Blockchain-Based Water-Energy Transactive Management With Spatial-Temporal Uncertainties 期刊论文
IEEE TRANSACTIONS ON SMART GRID, 2023, 卷号: 14, 期号: 4, 页码: 2903-2920
作者:  Zhao, Pengfei;  Li, Shuangqi;  Hu, Paul Jen-Hwa;  Gu, Chenghong;  Lu, Shuai;  Ding, Shixing;  Cao, Zhidong;  Xie, Da;  Xiang, Yue
收藏  |  浏览/下载：76/0  |  提交时间：2023/11/17
Blockchain  spatial-temporal ambiguity set  two-stage framework  water-energy nexus  
Continuous-Time Stochastic Policy Iteration of Adaptive Dynamic Programming 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 页码: 13
作者:  Wei, Qinglai;  Zhou, Tianmin;  Lu, Jingwei;  Liu, Yu;  Su, Shuai;  Xiao, Jun
收藏  |  浏览/下载：161/0  |  提交时间：2023/11/17
Adaptive dynamic programming (ADP)  Hamilton-Jacobi-Bellman equation (HJBE)  nonlinear stochastic system  stochastic policy iteration (PI)  
Airport Capacity Prediction With Multisource Features: A Temporal Deep Learning Approach 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 卷号: 24, 期号: 1, 页码: 615-630
作者:  Du, Wenbo;  Chen, Shenwen;  Li, Haitao;  Li, Zhishuai;  Cao, Xianbin;  Lv, Yisheng
收藏  |  浏览/下载：77/0  |  提交时间：2023/11/16
Airport capacity  predictive model  multi-channel fusion structure  machine learning  deep learning  
A Spatial-Temporal Approach for Multi-Airport Traffic Flow Prediction Through Causality Graphs 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 页码: 13
作者:  Du, Wenbo;  Chen, Shenwen;  Li, Zhishuai;  Cao, Xianbin;  Lv, Yisheng
收藏  |  浏览/下载：144/0  |  提交时间：2023/11/16
Airport traffic flow  predictive models  deep learning  causality graph  spatiotemporal analysis  
A Semisupervised End-to-End Framework for Transportation Mode Detection by Using GPS-Enabled Sensing Devices 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 10, 页码: 7842-7852
作者:  Li, Zhishuai;  Xiong, Gang;  Wei, Zebing;  Lv, Yisheng;  Anwar, Noreen;  Wang, Fei-Yue
收藏  |  浏览/下载：239/0  |  提交时间：2022/07/25
GPS trajectory  human mobility  semi-supervised learning  transportation mode detection (TMD)  
A Semi-supervised End-to-end Framework for Transportation Mode Detection by Using GPS-enabled Sensing Devices 期刊论文
IEEE Internet of Things Journal, 2022, 卷号: 9, 期号: 10, 页码: 7842-7852
作者:  Zhishuai Li;  Gang Xiong;  Zebing Wei;  YIsheng Lv;  Noreen Anwar;  Fei-Yue Wang
Adobe PDF(2754Kb)  |  收藏  |  浏览/下载：242/74  |  提交时间：2022/04/08
Transportation mode detection , Semi-supervised learning, Human mobility , GPS trajectory.