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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)  
Multiview Contrastive Learning for Unsupervised Domain Adaptation in Brain-Computer Interfaces Journal article
Asgarian, Sepehr, Wang, Ze, Wan, Feng, Wong, Chi Man, Liu, Feng, Mohsenzadeh, Yalda, Wang, Boyu, Ling, Charles X.. Multiview Contrastive Learning for Unsupervised Domain Adaptation in Brain-Computer Interfaces[J]. IEEE Transactions on Instrumentation and Measurement, 2024, 73, 2509410.
Authors:  Asgarian, Sepehr;  Wang, Ze;  Wan, Feng;  Wong, Chi Man;  Liu, Feng; et al.
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:5.6/5.6 | Submit date：2024/05/16
Electroencephalography  Feature Extraction  Brain Modeling  Electronic Mail  Transfer Learning  Convolutional Neural Networks  Computer Science  Electroencephalography (Eeg)  Multiview Contrastive  Neural Network  Riemannian Neural Network  Transfer Learning  Unsupervised Domain Adaptation (Uda)  
Microfluidic Sensor for Simultaneous Liquid Classification and Concentration Detection Journal article
Liu, Shidi, Cheong, Pedro, Yang, Chufan, Ye, Yijun, Choi, Wai Wa. Microfluidic Sensor for Simultaneous Liquid Classification and Concentration Detection[J]. IEEE Microwave and Wireless Technology Letters, 2024, 34(3), 358-361.
Authors:  Liu, Shidi;  Cheong, Pedro;  Yang, Chufan;  Ye, Yijun;  Choi, Wai Wa
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:0/0 | Submit date：2024/04/02
Concentration Detection  Liquid Classification  Microfluidic  Microwave Sensor  Liquids  Microfluidics  Rotors  Robot Sensing Systems  Convolutional Neural Networks  Spectrogram  Sensors  
TFC: Transformer Fused Convolution for Adversarial Domain Adaptation Journal article
Wang, Mengzhu, Chen, Junyang, Wang, Ye, Gong, Zhiguo, Wu, Kaishun, Leung, Victor C.M.. TFC: Transformer Fused Convolution for Adversarial Domain Adaptation[J]. IEEE Transactions on Computational Social Systems, 2024, 11(1), 697-706.
Authors:  Wang, Mengzhu;  Chen, Junyang;  Wang, Ye;  Gong, Zhiguo;  Wu, Kaishun; et al.
Favorite | TC[WOS]:1 TC[Scopus]:3  IF:4.5/4.6 | Submit date：2024/02/22
Convolutional Neural Networks (Cnns)  Transfer Fused Convolution  Unsupervised Domain Adaptation (Uda)  Vision Transform  
Multi-Scale Enhanced Features Correlation Filters Learning with Dual Second-Order Difference for UAV Tracking Journal article
Yu, Yu Feng, Zhang, Yang, Chen, Long, Ge, Pengfei, Chen, C. L.P.. Multi-Scale Enhanced Features Correlation Filters Learning with Dual Second-Order Difference for UAV Tracking[J]. IEEE Transactions on Intelligent Vehicles, 2024, 9(2), 3232-3245.
Authors:  Yu, Yu Feng;  Zhang, Yang;  Chen, Long;  Ge, Pengfei;  Chen, C. L.P.
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:14.0/11.2 | Submit date：2024/05/16
Autonomous Aerial Vehicles  Convolutional Neural Networks  Correlation  Discriminative Correlation Filters  Dual Second-order Difference  Feature Extraction  Filtering Algorithms  Multi-scale Enhanced Features  Target Tracking  Tracking  Uav Tracking  
Efficient Harmonic Neural Networks With Compound Discrete Cosine Transform Filters and Shared Reconstruction Filters Journal article
Lu, Yao, Zhang, Le, Yang, Xiaofei, Zhou, Yicong. Efficient Harmonic Neural Networks With Compound Discrete Cosine Transform Filters and Shared Reconstruction Filters[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(1), 693-707.
Authors:  Lu, Yao;  Zhang, Le;  Yang, Xiaofei;  Zhou, Yicong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:10.2/10.4 | Submit date：2024/02/22
Compound Discrete Cosine Transform (C-dct) Filter  Convolutional Neural Networks (Cnns)  Discrete Cosine Transform (Dct)  Harmonic Neural Networks (Hnns)  Shared Reconstruction Filter  
Application of CNN Classifier for Somatosensory ERP-Based Brain-Computer Interface Conference paper
Wang, Junlin, Lu, Xingyu, Fei, Ningbo, Li, Xiaodong, Hu, Yong. Application of CNN Classifier for Somatosensory ERP-Based Brain-Computer Interface[C]:Institute of Electrical and Electronics Engineers Inc., 2024.
Authors:  Wang, Junlin;  Lu, Xingyu;  Fei, Ningbo;  Li, Xiaodong;  Hu, Yong
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/08/05
Brain-computer Interfaces (Bci)  Convolutional Neural Networks (Cnn)  Event-related Potentials (Erp)  Rehabilitation  Somatosensory Stimulation  
ADFCNN: Attention-Based Dual-Scale Fusion Convolutional Neural Network for Motor Imagery Brain-Computer Interface Journal article
Tao, Wei, Wang, Ze, Wong, Chi Man, Jia, Ziyu, Li, Chang, Chen, Xun, Chen, C. L.Philip, Wan, Feng. ADFCNN: Attention-Based Dual-Scale Fusion Convolutional Neural Network for Motor Imagery Brain-Computer Interface[J]. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023, 32, 154-165.
Authors:  Tao, Wei;  Wang, Ze;  Wong, Chi Man;  Jia, Ziyu;  Li, Chang; et al.
Favorite | TC[WOS]:4 TC[Scopus]:5  IF:4.8/5.4 | Submit date：2024/02/22
Brain-computer Interface (Bci)  Convolutional Neural Networks (Cnns)  Motor Imagery (Mi)  Self-attention Mechanism  
Deep Parameterized Neural Networks for Hyperspectral Image Denoising Journal article
Xiong, Fengchao, Zhou, Jun, Zhou, Jiantao, Lu, Jianfeng, Qian, Yuntao. Deep Parameterized Neural Networks for Hyperspectral Image Denoising[J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 61, 5525015.
Authors:  Xiong, Fengchao;  Zhou, Jun;  Zhou, Jiantao;  Lu, Jianfeng;  Qian, Yuntao
Favorite | TC[WOS]:3 TC[Scopus]:5  IF:7.5/7.6 | Submit date：2024/02/22
Convolutional Neural Networks  Hyperspectral Image (Hsi) Denoising  Learning To Optimize (L2o)  Sparse Representation (Sr)  
Semantic Segmentation of Gastric Polyps in Endoscopic Images Based on Convolutional Neural Networks and Integrated Evaluation Approach Journal article
Yan, Tao, Ye, Ying Qin, Wong, Pak Kin, Ren Hao, Wong, Chi Hong, Yao, Liang, Hu, Ying, Chan, Cheok I, Gao, Shan, Chan, Pui Pun. Semantic Segmentation of Gastric Polyps in Endoscopic Images Based on Convolutional Neural Networks and Integrated Evaluation Approach[J]. Bioengineering-BASEL, 2023, 10(7).
Authors:  Yan, Tao;  Ye, Ying Qin;  Wong, Pak Kin;  Ren Hao;  Wong, Chi Hong; et al.
Favorite | TC[WOS]:5 TC[Scopus]:5 | Submit date：2023/08/25
Gastric Polyps  Semantic Segmentation  Convolutional Neural Networks  Integrated Evaluation Approach