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Deep learning model for solar and wind energy forecasting considering Northwest China as an example Journal article
Li, Pengyu, Yang, Huiyu, Wu, Han, Wang, Yujia, Su, Hao, Zheng, Tianlong, Zhu, Fang, Zhang, Guangtao, Han, Yu. Deep learning model for solar and wind energy forecasting considering Northwest China as an example[J]. Results in Engineering, 2024, 24, 102939.
Authors:  Li, Pengyu;  Yang, Huiyu;  Wu, Han;  Wang, Yujia;  Su, Hao; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:6.0/5.6 | Submit date：2024/10/10
Attention-based Spatial-temporal Graph Neural Network  Deep Learning  Long Short-term Memory  Solar Energy  Wind Energy  
Temporal Graph Multi-Aspect Embeddings Journal article
Sun, Aimin, Gong, Zhiguo. Temporal Graph Multi-Aspect Embeddings[J]. IEEE Transactions on Knowledge and Data Engineering, 2024, 36(11), 7102-7114.
Authors:  Sun, Aimin;  Gong, Zhiguo
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.9/8.8 | Submit date：2024/06/05
Graph Embedding  Temporal Graph  Multi-aspect  Hierarchical Dirichlet Process  
FedGTP: Exploiting Inter-Client Spatial Dependency in Federated Graph-based Traffic Prediction Conference paper
Yang, Linghua, Chen, Wantong, He, Xiaoxi, Wei, Shuyue, Xu, Yi, Zhou, Zimu, Tong, Yongxin. FedGTP: Exploiting Inter-Client Spatial Dependency in Federated Graph-based Traffic Prediction[C], New York, NY, USA:Association for Computing Machinery, 2024, 6105–6116.
Authors:  Yang, Linghua;  Chen, Wantong;  He, Xiaoxi;  Wei, Shuyue;  Xu, Yi; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/09/11
Federated Learning  Traffic Prediction  Spatial-temporal Graph Neural Network  
Pre-Training Identification of Graph Winning Tickets in Adaptive Spatial-Temporal Graph Neural Networks Conference paper
Duan, Wenying, Fang, Tianxiang, Rao, Hong, He, Xiaoxi. Pre-Training Identification of Graph Winning Tickets in Adaptive Spatial-Temporal Graph Neural Networks[C], New York, NY, USA:Association for Computing Machinery, 2024, 701-712.
Authors:  Duan, Wenying;  Fang, Tianxiang;  Rao, Hong;  He, Xiaoxi
Favorite | TC[Scopus]:0 | Submit date：2024/09/11
Lottery Ticket Hypothesis  Spatial-temporal Data Mining  Spatial-temporal Graph Neural Network  
Temporal inductive path neural network for temporal knowledge graph reasoning Journal article
Dong, Hao, Wang, Pengyang, Xiao, Meng, Ning, Zhiyuan, Wang, Pengfei, Zhou, Yuanchun. Temporal inductive path neural network for temporal knowledge graph reasoning[J]. Artificial Intelligence, 2024, 329, 104085.
Authors:  Dong, Hao;  Wang, Pengyang;  Xiao, Meng;  Ning, Zhiyuan;  Wang, Pengfei; et al.
Favorite | TC[WOS]:3 TC[Scopus]:6  IF:5.1/4.8 | Submit date：2024/05/02
Graph Neural Networks  Knowledge Graph Reasoning  Temporal Knowledge Graph  Temporal Reasoning  
Vehicle Trajectory Completion for Automatic Number Plate Recognition Data: A Temporal Knowledge Graph-Based Method Journal article
Long, Zhe, Chen, Jinjin, Zhang, Zuping. Vehicle Trajectory Completion for Automatic Number Plate Recognition Data: A Temporal Knowledge Graph-Based Method[J]. International Journal of Pattern Recognition and Artificial Intelligence, 2023, 37(13), 2350029.
Authors:  Long, Zhe;  Chen, Jinjin;  Zhang, Zuping
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:0.9/1.0 | Submit date：2024/01/10
Automatic Number Plate Recognition (Anpr) Data  Knowledge Representation Learning  Link Prediction  Temporal Knowledge Graph  Vehicle Trajectory Completion  
Localised Adaptive Spatial-Temporal Graph Neural Network Conference paper
Duan, Wenying, He, Xiaoxi, Zhou, Zimu, Thiele, Lothar, Rao, Hong. Localised Adaptive Spatial-Temporal Graph Neural Network[C]:ASSOC COMPUTING MACHINERY1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, 2023, 448-458.
Authors:  Duan, Wenying;  He, Xiaoxi;  Zhou, Zimu;  Thiele, Lothar;  Rao, Hong
Favorite | TC[WOS]:1 TC[Scopus]:7 | Submit date：2024/01/10
Graph Sparsification  Spatial-temporal Data  Spatial-temporal Graph Neural Network  
A graph-attention based spatial-temporal learning framework for tourism demand forecasting Journal article
Zhou, Binggui, Dong, Yunxuan, Yang, Guanghua, Hou, Fen, Hu, Zheng, Xu, Suxiu, Ma, Shaodan. A graph-attention based spatial-temporal learning framework for tourism demand forecasting[J]. Knowledge-Based Systems, 2023, 263, 110275.
Authors:  Zhou, Binggui;  Dong, Yunxuan;  Yang, Guanghua;  Hou, Fen;  Hu, Zheng; et al.
Favorite | TC[WOS]:7 TC[Scopus]:8  IF:7.2/7.4 | Submit date：2023/04/03
Tourism Demand Forecasting  Dynamic Spatial Connections  Spatial-temporal Learning  Graph Neural Network  Attention Mechanism  
When Convolutional Network Meets Temporal Heterogeneous Graphs: An Effective Community Detection Method Journal article
Yaping Zheng, Xiaofeng Zhang, Shiyi Chen, Xinni Zhang, Xiaofei Yang, Di Wang. When Convolutional Network Meets Temporal Heterogeneous Graphs: An Effective Community Detection Method[J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 35(2), 2173-2178.
Authors:  Yaping Zheng;  Xiaofeng Zhang;  Shiyi Chen;  Xinni Zhang;  Xiaofei Yang; et al.
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:8.9/8.8 | Submit date：2023/02/22
Graph Convolutional Network  Heterogeneous Graph  Temporal Graph  Community Detection  
Spatio-Temporal Graph Attention Network for Sintering Temperature Long-Range Forecasting in Rotary Kilns Journal article
Hua Chen, Yu Jiang, Xiaogang Zhang, Yicong Zhou, Lianhong Wang, Jinchao Wei. Spatio-Temporal Graph Attention Network for Sintering Temperature Long-Range Forecasting in Rotary Kilns[J]. IEEE Transactions on Industrial Informatics, 2022, 19(2), 1923-1932.
Authors:  Hua Chen;  Yu Jiang;  Xiaogang Zhang;  Yicong Zhou;  Lianhong Wang; et al.
Favorite | TC[WOS]:13 TC[Scopus]:15  IF:11.7/11.4 | Submit date：2023/01/30
ForecastIng In Long-term Horizon  Multivariable Time Series  Sintering Temperature Forecasting  Spatio-temporal Graph Attention Network