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From Cluster Assumption to Graph Convolution: Graph-Based Semi-Supervised Learning Revisited Journal article
Wang, Zheng, Ding, Hongming, Pan, Li, Li, Jianhua, Gong, Zhiguo, Yu, Philip S.. From Cluster Assumption to Graph Convolution: Graph-Based Semi-Supervised Learning Revisited[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024.
Authors:  Wang, Zheng;  Ding, Hongming;  Pan, Li;  Li, Jianhua;  Gong, Zhiguo; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:10.2/10.4 | Submit date：2024/11/05
Data Mining  Graph Convolutional Neural Networks  Graph-based Semi-supervised Learning (Gssl)  
Logical Relation Inference and Multiview Information Interaction for Domain Adaptation Person Re-Identification Journal article
Li,Shuang, Li,Fan, Li,Jinxing, Li,Huafeng, Zhang,Bob, Tao,Dapeng, Gao,Xinbo. Logical Relation Inference and Multiview Information Interaction for Domain Adaptation Person Re-Identification[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(10), 14770-14782.
Authors:  Li,Shuang;  Li,Fan;  Li,Jinxing;  Li,Huafeng;  Zhang,Bob; et al.
Favorite | TC[WOS]:10 TC[Scopus]:12  IF:10.2/10.4 | Submit date：2023/08/03
Domain Adaptation  Logical Relation Inference (Lri)  Multiview Information Interaction (Mvii)  Person Re-identification (Re-id)  
Decentralized H_2 Control for Discrete-Time Networked Systems with Positivity Constraint Journal article
Liu, Jason J. R., Kwok, Ka-Wai, Lam, James. Decentralized H_2 Control for Discrete-Time Networked Systems with Positivity Constraint[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(8), 11613-11619.
Authors:  Liu, Jason J. R.;  Kwok, Ka-Wai;  Lam, James
Adobe PDF | Favorite | TC[WOS]:8 TC[Scopus]:2  IF:10.2/10.4 | Submit date：2023/06/19
Discrete-time Systems  H-2 State-feedback Control  Networked Systems  Positive Systems  
Class-Incremental Learning Method With Fast Update and High Retainability Based on Broad Learning System Journal article
Jie Du, Peng Liu, Chi Man Vong, Chuangquan Chen, Tianfu Wang, C. L.P. Chen. Class-Incremental Learning Method With Fast Update and High Retainability Based on Broad Learning System[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(8), 11332-11345.
Authors:  Jie Du;  Peng Liu;  Chi Man Vong;  Chuangquan Chen;  Tianfu Wang; et al.
Favorite | TC[WOS]:6 TC[Scopus]:6  IF:10.2/10.4 | Submit date：2023/08/03
Broad Learning System (Bls)  Catastrophic Forgetting  Class Correlations  Class-incremental Learning (Cil)  Recursive Update Rule  
Bionic Swarm Control Based on Second-Order Communication Topology Journal article
Yu, Dengxiu, Xu, Hao, Jin, Xiaoyue, Yin, Qiang, Wang, Zhen, Chen, C. L.Philip, Li, Xuelong. Bionic Swarm Control Based on Second-Order Communication Topology[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(6), 8373-8385.
Authors:  Yu, Dengxiu;  Xu, Hao;  Jin, Xiaoyue;  Yin, Qiang;  Wang, Zhen; et al.
Favorite | TC[WOS]:3 TC[Scopus]:5  IF:10.2/10.4 | Submit date：2024/07/04
Backstepping  Bionic Swarm Control  Lyapunov Function  Second-order Communication Topology (Soct)  
Few-Shot Object Detection With Self-Supervising and Cooperative Classifier Journal article
Qi,Di, Hu,Jilin, Shen,Jianbing. Few-Shot Object Detection With Self-Supervising and Cooperative Classifier[J]. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 35(4), 5435-5446.
Authors:  Qi,Di;  Hu,Jilin;  Shen,Jianbing
Favorite | TC[WOS]:2 TC[Scopus]:0  IF:10.2/10.4 | Submit date：2023/08/03
Cooperative Classifier (Cc)  Few-shot Object Detection (Fsod)  Self-supervised Learning (Ssl)  
A Distributional Perspective on Multiagent Cooperation With Deep Reinforcement Learning Journal article
Liwei, Huan, Mingsheng, Fu, Ananya, Rao, Athirai A., Irissappane, Jie, Zhang, Chengzhong, Xu. A Distributional Perspective on Multiagent Cooperation With Deep Reinforcement Learning[J].  IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(3), 4246-4259.
Authors:  Liwei, Huan;  Mingsheng, Fu;  Ananya, Rao;  Athirai A., Irissappane;  Jie, Zhang; et al.
Favorite | TC[WOS]:6 TC[Scopus]:3  IF:10.2/10.4 | Submit date：2023/08/08
Deep Reinforcement Learning (Rl)  Distributional Rl  Multiagent System  Neural Network  
Hamiltonian-Driven Adaptive Dynamic Programming With Efficient Experience Replay Journal article
Yang, Yongliang, Pan, Yongping, Xu, Cheng Zhong, Wunsch, Donald C.. Hamiltonian-Driven Adaptive Dynamic Programming With Efficient Experience Replay[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(3), 3278-3290.
Authors:  Yang, Yongliang;  Pan, Yongping;  Xu, Cheng Zhong;  Wunsch, Donald C.
Favorite | TC[WOS]:79 TC[Scopus]:82  IF:10.2/10.4 | Submit date：2023/01/30
Hamilton–jacobi–bellman (Hjb) Equation  Hamiltonian-driven Adaptive Dynamic Programming (Adp)  Pseudo-hamiltonian  Quasi-hamiltonian  Relaxed Excitation Condition  
Unified Framework for Faster Clustering via Joint Schatten p-Norm Factorization With Optimal Mean Journal article
Zhang, Hengmin, Zhao, Jiaoyan, Zhang, Bob, Gong, Chen, Qian, Jianjun, Yang, Jian. Unified Framework for Faster Clustering via Joint Schatten p-Norm Factorization With Optimal Mean[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(3), 3012-3026.
Authors:  Zhang, Hengmin;  Zhao, Jiaoyan;  Zhang, Bob;  Gong, Chen;  Qian, Jianjun; et al.
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:10.2/10.4 | Submit date：2024/02/22
Low-rank Representation (Lrr)  Matrix Factorization  Optimal Mean  Schatten P-norm  Subspace Clustering  
A Gated Recurrent Generative Transfer Learning Network for Fault Diagnostics Considering Imbalanced Data and Variable Working Conditions Journal article
Li, Zhuorui, Ma, Jun, Wu, Jiande, Wong, Pak Kin, Wang, Xiaodong, Li, Xiang. A Gated Recurrent Generative Transfer Learning Network for Fault Diagnostics Considering Imbalanced Data and Variable Working Conditions[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 1-12.
Authors:  Li, Zhuorui;  Ma, Jun;  Wu, Jiande;  Wong, Pak Kin;  Wang, Xiaodong; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:10.2/10.4 | Submit date：2024/05/16
Fault Diagnosis  Gated Recurrent Generative Transfer Learning Network (Grgtln)  “generation-transfer” CoTraining Training Strategy  Imbalances Data  Smooth Conditional Matrix