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Broad Graph Convolutional Neural Network and Its Application in Hyperspectral Image Classification Journal article
Wang, Haoyu, Cheng, Yuhu, Chen, C. L.Philip, Wang, Xuesong. Broad Graph Convolutional Neural Network and Its Application in Hyperspectral Image Classification[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2023, 7(2), 610-616.
Authors:  Wang, Haoyu;  Cheng, Yuhu;  Chen, C. L.Philip;  Wang, Xuesong
Favorite | TC[WOS]:18 TC[Scopus]:15  IF:5.3/5.7 | Submit date：2023/05/02
Broad Learning  Graph Convolution  Hyperspectral Image Classification  Spectral-spatial Feature  
Proximal Policy Optimization With Policy Feedback Journal article
Gu, Yang, Cheng, Yuhu, Chen, C. L.P., Wang, Xuesong. Proximal Policy Optimization With Policy Feedback[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022, 52(7), 4600-4610.
Authors:  Gu, Yang;  Cheng, Yuhu;  Chen, C. L.P.;  Wang, Xuesong
Favorite | TC[WOS]:28 TC[Scopus]:42  IF:8.6/8.7 | Submit date：2022/05/13
Actor-critic (Ac)  Clipped Discount Factor  Estimation  Games  Optimization  Policy Feedback  Proximal Policy Optimization (Ppo)  Space Exploration  Task Analysis  Training  Trajectory  Value Function.  
Integrated Double Estimator Architecture for Reinforcement Learning Journal article
Lv, Pingli, Wang, Xuesong, Cheng, Yuhu, Duan, Ziming, Chen, C. L.Philip. Integrated Double Estimator Architecture for Reinforcement Learning[J]. IEEE Transactions on Cybernetics, 2022, 52(5), 3111-3122.
Authors:  Lv, Pingli;  Wang, Xuesong;  Cheng, Yuhu;  Duan, Ziming;  Chen, C. L.Philip
Favorite | TC[WOS]:11 TC[Scopus]:9  IF:9.4/10.3 | Submit date：2022/08/02
Inference-Based Posteriori Parameter Distribution Optimization Journal article
Wang, Xuesong, Li, Tianyi, Cheng, Yuhu, Chen, C. L.Philip. Inference-Based Posteriori Parameter Distribution Optimization[J]. IEEE Transactions on Cybernetics, 2022, 52(5), 3006-3017.
Authors:  Wang, Xuesong;  Li, Tianyi;  Cheng, Yuhu;  Chen, C. L.Philip
Favorite | TC[WOS]:7 TC[Scopus]:9  IF:9.4/10.3 | Submit date：2022/08/05
Exploration  Inference  Parameter Distribution  Reinforcement Learning (Rl)  
Discriminator-quality evaluation GAN Journal article
Wang, Xuesong, Jin, Ke, Kong, Yi, Chen, C. L.Philip, Cheng, Yuhu. Discriminator-quality evaluation GAN[J]. IEEE Transactions on Multimedia, 2022.
Authors:  Wang, Xuesong;  Jin, Ke;  Kong, Yi;  Chen, C. L.Philip;  Cheng, Yuhu
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:8.4/8.0 | Submit date：2022/05/17
Image Quality  Discriminatorquality  Generative Adversarial Network  Objective Function  
Off-Policy Deep Reinforcement Learning Based on Steffensen Value Iteration Journal article
Cheng, Yuhu, Chen, Lin, Chen, C. L.Philip, Wang, Xuesong. Off-Policy Deep Reinforcement Learning Based on Steffensen Value Iteration[J]. IEEE Transactions on Cognitive and Developmental Systems, 2021, 13(4), 1023-1032.
Authors:  Cheng, Yuhu;  Chen, Lin;  Chen, C. L.Philip;  Wang, Xuesong
Favorite | TC[WOS]:7 TC[Scopus]:10  IF:5.0/4.6 | Submit date：2022/01/14
Convergence Speed  Deep Reinforcement Learning (Drl)  Off-policy  Steffensen Iteration  Value Iteration (Vi)  
Multi-stage convolutional broad learning with block diagonal constraint for hyperspectral image classification Journal article
Kong, Yi, Wang, Xuesong, Cheng, Yuhu, Philip Chen, C. L.. Multi-stage convolutional broad learning with block diagonal constraint for hyperspectral image classification[J]. Remote Sensing, 2021, 13(17), 3412.
Authors:  Kong, Yi;  Wang, Xuesong;  Cheng, Yuhu;  Philip Chen, C. L.
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:4.2/4.9 | Submit date：2021/12/08
Block Diagonal  Broad Learning System  Classification  Convolutional Neural Network  Hyperspectral Image  
Semisupervised Classification of Hyperspectral Image Based on Graph Convolutional Broad Network Journal article
Wang, Haoyu, Cheng, Yuhu, Chen, C. L.Philip, Wang, Xuesong. Semisupervised Classification of Hyperspectral Image Based on Graph Convolutional Broad Network[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 14, 2995-3005.
Authors:  Wang, Haoyu;  Cheng, Yuhu;  Chen, C. L.Philip;  Wang, Xuesong
Favorite | TC[WOS]:19 TC[Scopus]:27  IF:4.7/5.0 | Submit date：2022/05/13
Broad Learning  Classification  Hyperspectral Image (Hsi)  Sample Expansion  Semisupervised Learning  
Hyperspectral Imagery Classification Based on Semi-Supervised Broad Learning System Journal article
Kong, Yi, Wang, Xuesong, Cheng, Yuhu, Chen, C. L. Philip. Hyperspectral Imagery Classification Based on Semi-Supervised Broad Learning System[J]. REMOTE SENSING, 2018, 10(5).
Authors:  Kong, Yi;  Wang, Xuesong;  Cheng, Yuhu;  Chen, C. L. Philip
Favorite | TC[WOS]:76 TC[Scopus]:84  IF:4.2/4.9 | Submit date：2018/10/30
Hyperspectral Imagery  Classification  Broad Learning  Semi-supervised  Class-probability Structure