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Subject-specific CNN model with parameter-based transfer learning for SSVEP detection Journal article
Ji, Zhouyu, Xu, Tao, Chen, Chuangquan, Yin, Haojun, Wan, Feng, Wang, Hongtao. Subject-specific CNN model with parameter-based transfer learning for SSVEP detection[J]. Biomedical Signal Processing and Control, 2025, 103, 107404.
Authors:  Ji, Zhouyu;  Xu, Tao;  Chen, Chuangquan;  Yin, Haojun;  Wan, Feng; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.9/4.9 | Submit date:2025/01/22
Brain–computer Interface  Deep Learning  Electroencephalogram (Eeg)  Transfer Learning  Steady-state Visual Evoked Potential (Ssvep)  
A fully value distributional deep reinforcement learning framework for multi-agent cooperation Journal article
Fu, Mingsheng, Huang, Liwei, Li, Fan, Qu, Hong, Xu, Chengzhong. A fully value distributional deep reinforcement learning framework for multi-agent cooperation[J]. Neural Networks, 2025, 184.
Authors:  Fu, Mingsheng;  Huang, Liwei;  Li, Fan;  Qu, Hong;  Xu, Chengzhong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:6.0/7.9 | Submit date:2025/01/22
Deep Reinforcement Learning  Multi-agent Cooperation  Distributional Reinforcement Learning  Neural Networks  
Joint Optimization of Compression, Transmission and Computation for Cooperative Perception Aided Intelligent Vehicular Networks Journal article
Lu, Binbin, Huang, Xumin, Wu, Yuan, Qian, Liping, Zhou, Sheng, Niyato, Dusit. Joint Optimization of Compression, Transmission and Computation for Cooperative Perception Aided Intelligent Vehicular Networks[J]. IEEE Transactions on Vehicular Technology, 2025.
Authors:  Lu, Binbin;  Huang, Xumin;  Wu, Yuan;  Qian, Liping;  Zhou, Sheng; et al.
Favorite | TC[Scopus]:0  IF:6.1/6.5 | Submit date:2025/01/22
Cooperative Perception  Deep Reinforcement Learning  Task Offloading  Vehicular Networks  
Multi-timescale Reward-based DRL Energy Management for Regenerative Braking Energy Storage System Journal article
Chen, Junyu, Zhao, Yue, Wang, Minghao, Yang, Kai, Ge, Yinbo, Wang, Ke, Lin, Hongjian, Pan, Pengyu, Hu, Haitao, He, Zhengyou, Xu, Zhao. Multi-timescale Reward-based DRL Energy Management for Regenerative Braking Energy Storage System[J]. IEEE Transactions on Transportation Electrification, 2025.
Authors:  Chen, Junyu;  Zhao, Yue;  Wang, Minghao;  Yang, Kai;  Ge, Yinbo; et al.
Favorite | TC[Scopus]:0  IF:7.2/7.9 | Submit date:2025/01/22
Deep Reinforcement Learning  Energy Management  Energy Storage System  Railway Power System  Regenerative Braking Energy  
A Gaussian Process Based Method with Deep Kernel Learning for Pricing High-Dimensional American Options Journal article
Zhuang, Jirong, Ding, Deng, Lu, Weiguo, Wu, Xuan, Yuan, Gangnan. A Gaussian Process Based Method with Deep Kernel Learning for Pricing High-Dimensional American Options[J]. Computational Economics, 2025.
Authors:  Zhuang, Jirong;  Ding, Deng;  Lu, Weiguo;  Wu, Xuan;  Yuan, Gangnan
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:1.9/1.8 | Submit date:2025/01/22
Deep Kernel Learning  Gaussian Process  High-dimensional American Option  Machine Learning  Regression Based Monte Carlo Method  
Voltage control of distribution grid with district cooling systems based on scenario-classified reinforcement learning Journal article
Peipei Yu, Hongcai Zhang, Zechun Hu, Yonghua Song. Voltage control of distribution grid with district cooling systems based on scenario-classified reinforcement learning[J]. Applied Energy, 2025, 377(Part B), 124415.
Authors:  Peipei Yu;  Hongcai Zhang;  Zechun Hu;  Yonghua Song
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:10.1/10.4 | Submit date:2024/10/17
Deep Reinforcement Learning  Distributed Network  District Cooling System  Power Quality Improvement  Renewable Energy  Transient Stability  Voltage Control  
Enhancing explainability in medical image classification and analyzing osteonecrosis X-ray images using shadow learner system Journal article
Wu, Yaoyang, Fong, Simon, Liu, Liansheng. Enhancing explainability in medical image classification and analyzing osteonecrosis X-ray images using shadow learner system[J]. Applied Intelligence, 2025, 55(2), 137.
Authors:  Wu, Yaoyang;  Fong, Simon;  Liu, Liansheng
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.4/3.9 | Submit date:2025/01/22
Computer-aid-diagnosis (Cad)  Deep Learning  ExplAinable Ai  Medical Image Classification  Neural Network  Osteonecrosis  
Deep learning-based low count whole-body positron emission tomography denoising incorporating computed tomography priors Journal article
Peng, Zhengyu, Zhang, Fanwei, Jiang, Han, Liu, Guichao, Sun, Jingzhang, Du, Yu, Lu, Zhonglin, Wang, Ying, Mok, Greta S.P.. Deep learning-based low count whole-body positron emission tomography denoising incorporating computed tomography priors[J]. Quantitative Imaging in Medicine and Surgery, 2024, 14(12), 8140-8154.
Authors:  Peng, Zhengyu;  Zhang, Fanwei;  Jiang, Han;  Liu, Guichao;  Sun, Jingzhang; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.9/3.2 | Submit date:2024/12/26
Conditional Generative Adversarial Network  Deep Learning (Dl)  Denoising  Positron Emission Tomography/computed Tomography (Pet/ct)  U-net  
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]:4 TC[Scopus]:4  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