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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  
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]:6 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  
Detection of Deepfake Videos Using Long-Distance Attention Journal article
Wei Lu, Lingyi Liu, Bolin Zhang, Junwei Luo, Xianfeng Zhao, Yicong Zhou, Jiwu Huang. Detection of Deepfake Videos Using Long-Distance Attention[J]. IEEE Transactions on Neural Networks and Learning Systems, 2023, 35(7), 9366-9379.
Authors:  Wei Lu;  Lingyi Liu;  Bolin Zhang;  Junwei Luo;  Xianfeng Zhao; et al.
Favorite | TC[WOS]:4 TC[Scopus]:9  IF:10.2/10.4 | Submit date：2023/08/03
Attention Mechanism  Deepfake Detection  Deepfakes  Face Manipulation  Faces  Forgery  Semantics  Spatial And Temporal Artifacts  Task Analysis  Time-domain Analysis  Transformers  
A multi-mode traffic flow prediction method with clustering based attention convolution LSTM Journal article
Huang, Xiaohui, Ye, Yuming, Wang, Cheng, Yang, Xiaofei, Xiong, Liyan. A multi-mode traffic flow prediction method with clustering based attention convolution LSTM[J]. Applied Intelligence, 2022, 52(13), 14773-14786.
Authors:  Huang, Xiaohui;  Ye, Yuming;  Wang, Cheng;  Yang, Xiaofei;  Xiong, Liyan
Favorite | TC[WOS]:3 TC[Scopus]:10  IF:3.4/3.9 | Submit date：2022/05/13
Attention Mechanism  Encoder-decoder  Multi-mode  Spatial-temporal Data  Traffic Flow Prediction  
Person Re-Identification by Context-Aware Part Attention and Multi-Head Collaborative Learning Journal article
Wu, Dongming, Ye, Mang, Lin, Gaojie, Gao, Xin, Shen, Jianbing. Person Re-Identification by Context-Aware Part Attention and Multi-Head Collaborative Learning[J]. IEEE Transactions on Information Forensics and Security, 2021, 17, 115-126.
Authors:  Wu, Dongming;  Ye, Mang;  Lin, Gaojie;  Gao, Xin;  Shen, Jianbing
Favorite | TC[WOS]:48 TC[Scopus]:51  IF:6.3/7.3 | Submit date：2022/05/17
Person Re-identification  Multi-level Spatial-temporal Attention  Context-aware Part Attention  
Temporal Pyramid Network with Spatial-Temporal Attention for Pedestrian Trajectory Prediction Journal article
Li, Yuanman, Liang, Rongqin, Wei, Wei, Wang, Wei, Zhou, Jiantao, Li, Xia. Temporal Pyramid Network with Spatial-Temporal Attention for Pedestrian Trajectory Prediction[J]. IEEE Transactions on Network Science and Engineering, 2021, 9(3), 1006-1019.
Authors:  Li, Yuanman;  Liang, Rongqin;  Wei, Wei;  Wang, Wei;  Zhou, Jiantao; et al.
Favorite | TC[WOS]:29 TC[Scopus]:34  IF:6.7/6.0 | Submit date：2022/05/13
Deep Learning  Prediction Algorithms  Predictive Models  Social Behavior  Social Computing  Social Interactions  Spatial-temporal Attention  Temporal Pyramid Network  Trajectory Prediction  
Preserving Dynamic Attention for Long-Term Spatial-Temporal Prediction Conference paper
Lin, Haoxing, Bai, Rufan, Jia, Weijia, Yang, Xinyu, You, Yongjian. Preserving Dynamic Attention for Long-Term Spatial-Temporal Prediction[C], 2020, 36-46.
Authors:  Lin, Haoxing;  Bai, Rufan;  Jia, Weijia;  Yang, Xinyu;  You, Yongjian
Favorite | TC[WOS]:29 TC[Scopus]:42 | Submit date：2021/12/06
Attention Mechanism  Long-term Prediction  Mining Spatial-temporal Information  Neural Network