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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  
SCANet: A lightweight deep learning network for massive MIMO CSI feedback based on spatial and channel attention mechanism Journal article
Chen, Huaqiang, Tan, Weiqiang, Guo, Jiajia, Yang, Feiran. SCANet: A lightweight deep learning network for massive MIMO CSI feedback based on spatial and channel attention mechanism[J]. Physical Communication, 2024, 67, 102516.
Authors:  Chen, Huaqiang;  Tan, Weiqiang;  Guo, Jiajia;  Yang, Feiran
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.0/1.7 | Submit date：2024/11/05
Massive Mimo  Csi Feedback  Deep Learning  Neural Network  Attention Mechanism  
Drug–Target Interaction Prediction Based on an Interactive Inference Network Journal article
Chen, Yuqi, Liang, Xiaomin, Du, Wei, Liang, Yanchun, Wong, Garry, Chen, Liang. Drug–Target Interaction Prediction Based on an Interactive Inference Network[J]. International Journal of Molecular Sciences, 2024, 25(14), 7753.
Authors:  Chen, Yuqi;  Liang, Xiaomin;  Du, Wei;  Liang, Yanchun;  Wong, Garry; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:4.9/5.6 | Submit date：2024/09/03
Convolutional Neural Network  Drug Repurposing  Dti  Interactive Inference Network  Self-attention  
Learning Attention in the Frequency Domain for Flexible Real Photograph Denoising Journal article
Ma, Ruijun, Zhang, Yaoxuan, Zhang, Bob, Fang, Leyuan, Huang, Dong, Qi, Long. Learning Attention in the Frequency Domain for Flexible Real Photograph Denoising[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 33, 3707-3721.
Authors:  Ma, Ruijun;  Zhang, Yaoxuan;  Zhang, Bob;  Fang, Leyuan;  Huang, Dong; et al.
Favorite | TC[WOS]:5 TC[Scopus]:6  IF:10.8/12.1 | Submit date：2024/07/04
Frequency Attention  Generalization Capability  Neural Network  Real Photograph Denoising  
RAN: Region-Aware Network for Remote Sensing Image Super-Resolution Journal article
Liu, Baodi, Zhao, Lifei, Shao, Shuai, Liu, Weifeng, Tao, Dapeng, Cao, Weijia, Zhou, Yicong. RAN: Region-Aware Network for Remote Sensing Image Super-Resolution[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, 5408113.
Authors:  Liu, Baodi;  Zhao, Lifei;  Shao, Shuai;  Liu, Weifeng;  Tao, Dapeng; et al.
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:7.5/7.6 | Submit date：2024/02/22
Attention Mechanism  Contrastive Learning  Graph Neural Network  Remote Sensing (Rs) Image Super-resolution (Sr)  
LSTM-DGMDH: High-Dimensional Index Tracking Based on LSTM and Adaptive Deep Evolutionary GMDH Neural Network Journal article
Tong, He, Liu, Yusheng, Liu, Lin, Li, Ning, Chen, Sibao, Xu, Lixiang, Tang, Yuanyan. LSTM-DGMDH: High-Dimensional Index Tracking Based on LSTM and Adaptive Deep Evolutionary GMDH Neural Network[J]. IEEE Access, 2023, 11, 115654-115667.
Authors:  Tong, He;  Liu, Yusheng;  Liu, Lin;  Li, Ning;  Chen, Sibao; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:3.4/3.7 | Submit date：2024/02/22
Attention Mechanism  Gmdh Neural Network  High-dimensional Index Tracking  Lstm  Tracking Error External Criterion  
Graph Neural Network and Spatiotemporal Transformer Attention for 3D Video Object Detection From Point Clouds Journal article
Yin,Junbo, Shen,Jianbing, Gao,Xin, Crandall,David J., Yang,Ruigang. Graph Neural Network and Spatiotemporal Transformer Attention for 3D Video Object Detection From Point Clouds[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 45(8), 9822-9835.
Authors:  Yin,Junbo;  Shen,Jianbing;  Gao,Xin;  Crandall,David J.;  Yang,Ruigang
Favorite | TC[WOS]:48 TC[Scopus]:41  IF:20.8/22.2 | Submit date：2023/08/03
3d Video Object Detection  Autonomous Driving  Graph Neural Network  Point Cloud  Transformer Attention  
Machinery multi-sensor fault diagnosis based on adaptive multivariate feature mode decomposition and multi-attention fusion residual convolutional neural network Journal article
Yan Xiaoan, Yan Wangji, Xu Yadong, Yuen Kaveng. Machinery multi-sensor fault diagnosis based on adaptive multivariate feature mode decomposition and multi-attention fusion residual convolutional neural network[J]. Mechanical Systems and Signal Processing, 2023, 202, 110664.
Authors:  Yan Xiaoan;  Yan Wangji;  Xu Yadong;  Yuen Kaveng
Adobe PDF | Favorite | TC[WOS]:28 TC[Scopus]:31  IF:7.9/8.0 | Submit date：2023/08/30
Multivariate Feature Mode Decomposition  Multi-attention Fusion Residual Convolutional Neural Network  Multi-sensor Data  Machinery Fault Diagnosis  
STGlow: A Flow-Based Generative Framework With Dual-Graphormer for Pedestrian Trajectory Prediction Journal article
Rongqin Liang, Yuanman Li, Jiantao Zhou, Xia Li. STGlow: A Flow-Based Generative Framework With Dual-Graphormer for Pedestrian Trajectory Prediction[J]. IEEE Transactions on Neural Networks and Learning Systems, 2023.
Authors:  Rongqin Liang;  Yuanman Li;  Jiantao Zhou;  Xia Li
Favorite | TC[WOS]:4 TC[Scopus]:9  IF:10.2/10.4 | Submit date：2023/08/28
Attention Mechanism  Deep Neural Network  Generative Flow  Graph Learning  Trajectory Prediction  
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