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Single-Stage Broad Multi-Instance Multi-Label Learning (BMIML) With Diverse Inter-Correlations and Its Application to Medical Image Classification Journal article
Lai,Qi, Zhou,Jianhang, Gan,Yanfen, Vong,Chi Man, Chen,C. L.Philip. Single-Stage Broad Multi-Instance Multi-Label Learning (BMIML) With Diverse Inter-Correlations and Its Application to Medical Image Classification[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2023, 8(1), 828-839.
Authors:  Lai,Qi;  Zhou,Jianhang;  Gan,Yanfen;  Vong,Chi Man;  Chen,C. L.Philip
Favorite | TC[WOS]:1 TC[Scopus]:3  IF:5.3/5.7 | Submit date：2023/08/03
Biomedical Imaging  Computational Intelligence  Correlation  Diseases  Medical Image Classification  Multi-instance Learning  Multi-label Learning  Probabilistic Logic  Simultaneous Learning  Single-stage Framework  Task Analysis  Training  
A Novel Copy-Move Forgery Detection Algorithm via Feature Label Matching and Hierarchical Segmentation Filtering Journal article
Gan, Yanfen, Zhong, Junliu, Vong, Chiman. A Novel Copy-Move Forgery Detection Algorithm via Feature Label Matching and Hierarchical Segmentation Filtering[J]. Information Processing and Management, 2022, 59(1).
Authors:  Gan, Yanfen;  Zhong, Junliu;  Vong, Chiman
Favorite | TC[WOS]:15 TC[Scopus]:20  IF:7.4/7.3 | Submit date：2022/02/21
Copy-move Forgery Detection (Cmfd)  Feature Label Matching  Hierarchical Segmentation Filtering  Improved Sift Structure  
Scalable and memory-efficient sparse learning for classification with approximate Bayesian regularization priors Journal article
Luo, Jiahua, Gan, Yanfen, Vong, Chi Man, Wong, Chi Man, Chen, Chuangquan. Scalable and memory-efficient sparse learning for classification with approximate Bayesian regularization priors[J]. Neurocomputing, 2021, 457, 106-116.
Authors:  Luo, Jiahua;  Gan, Yanfen;  Vong, Chi Man;  Wong, Chi Man;  Chen, Chuangquan
Favorite | TC[WOS]:4 TC[Scopus]:6  IF:5.5/5.5 | Submit date：2021/12/08
Approximate Bayesian Regularization Priors  Relevance Vector Machine  Scalable Sparse Bayesian Learning  Sparse Bayesian Extreme Learning Machine  
A Deep Forest-Based Fault Diagnosis Scheme for Electronics-Rich Analog Circuit Systems Journal article
Jia, Zhen, Liu, Zhenbao, Gan, Yanfen, Vong, Chi Man, Pecht, Michael. A Deep Forest-Based Fault Diagnosis Scheme for Electronics-Rich Analog Circuit Systems[J]. IEEE Transactions on Industrial Electronics, 2021, 68(10), 10087-10096.
Authors:  Jia, Zhen;  Liu, Zhenbao;  Gan, Yanfen;  Vong, Chi Man;  Pecht, Michael
Favorite | TC[WOS]:36 TC[Scopus]:36  IF:7.5/8.0 | Submit date：2021/12/08
Analog Circuits  Deep Forest (Df)  Diagnosis  Failure  Fault  
Novel up-scale feature aggregation for object detection in aerial images Journal article
Lin,Hu, Zhou,Jingkai, Gan,Yanfen, Vong,Chi Man, Liu,Qiong. Novel up-scale feature aggregation for object detection in aerial images[J]. NEUROCOMPUTING, 2020, 411, 364-374.
Authors:  Lin,Hu;  Zhou,Jingkai;  Gan,Yanfen;  Vong,Chi Man;  Liu,Qiong
Favorite | TC[WOS]:38 TC[Scopus]:40  IF:5.5/5.5 | Submit date：2021/03/11
Aerial Images  Feature Aggregation  Object Detection  Up-sampling  
SCNet: Scale-aware coupling-structure network for efficient video object detection Journal article
Wang,Fengchao, Xu,Zhewei, Gan,Yanfen, Vong,Chi Man, Liu,Qiong. SCNet: Scale-aware coupling-structure network for efficient video object detection[J]. NEUROCOMPUTING, 2020, 404, 283-293.
Authors:  Wang,Fengchao;  Xu,Zhewei;  Gan,Yanfen;  Vong,Chi Man;  Liu,Qiong
Favorite | TC[WOS]:8 TC[Scopus]:7  IF:5.5/5.5 | Submit date：2022/08/09
Video Object Detection  Scale Variation  Deformation Anomaly  Scale-aware Module  Coupling-structure Roi Module  
SCNet: Scale-aware coupling-structure network for efficient video object detection Journal article
Wang,Fengchao, Xu,Zhewei, Gan,Yanfen, Vong,Chi Man, Liu,Qiong. SCNet: Scale-aware coupling-structure network for efficient video object detection[J]. NEUROCOMPUTING, 2020, 404, 283-293.
Authors:  Wang,Fengchao;  Xu,Zhewei;  Gan,Yanfen;  Vong,Chi Man;  Liu,Qiong
Favorite | TC[WOS]:8 TC[Scopus]:7  IF:5.5/5.5 | Submit date：2021/03/11
Coupling-structure Roi Module  Deformation Anomaly  Scale Variation  Scale-aware Module  Video Object Detection  
Efficient Outdoor Video Semantic Segmentation Using Feedback-Based Fully Convolution Neural Network Journal article
Wong,Chi Chong, Gan,Yanfen, Vong,Chi Man. Efficient Outdoor Video Semantic Segmentation Using Feedback-Based Fully Convolution Neural Network[J]. IEEE Transactions on Industrial Informatics, 2020, 16(8), 5128-5136.
Authors:  Wong,Chi Chong;  Gan,Yanfen;  Vong,Chi Man
Favorite | TC[WOS]:12 TC[Scopus]:13  IF:11.7/11.4 | Submit date：2021/03/11
Feedback Network  Fully Convolution  Image Segmentation  
Homo-ELM: fully homomorphic extreme learning machine Journal article
Wang,Weiru, Gan,Yanfen, Vong,Chi Man, Chen,Chuangquan. Homo-ELM: fully homomorphic extreme learning machine[J]. International Journal of Machine Learning and Cybernetics, 2020, 11(7), 1531-1540.
Authors:  Wang,Weiru;  Gan,Yanfen;  Vong,Chi Man;  Chen,Chuangquan
Favorite | TC[WOS]:5 TC[Scopus]:7  IF:3.1/3.6 | Submit date：2021/03/11
Encrypted Image Classification  Encrypted Machine Learning  Extreme Learning Machine  Fully Homomorphic Encryption  Privacy Preservation  
Extreme semi-supervised learning for multiclass classification Journal article
Chen,Chuangquan, Gan,Yanfen, Vong,Chi Man. Extreme semi-supervised learning for multiclass classification[J]. NEUROCOMPUTING, 2020, 376, 103-118.
Authors:  Chen,Chuangquan;  Gan,Yanfen;  Vong,Chi Man
Favorite | TC[WOS]:8 TC[Scopus]:12  IF:5.5/5.5 | Submit date：2021/03/11
Alternating Optimization  Approximate Empirical Kernel Map  Extreme Learning Machine  Multiclass Classification  Semi-supervised Support Vector Machine