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Scalable and memory-efficient sparse learning for classification with approximate Bayesian regularization priors Journal article
Neurocomputing, 2021,Volume: 457,Page: 106-116
Authors:  Luo, Jiahua;  Gan, Yanfen;  Vong, Chi Man;  Wong, Chi Man;  Chen, Chuangquan
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | 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
IEEE Transactions on Industrial Electronics, 2021,Volume: 68,Issue: 10,Page: 10087-10096
Authors:  Jia, Zhen;  Liu, Zhenbao;  Gan, Yanfen;  Vong, Chi Man;  Pecht, Michael
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | 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
Neurocomputing, 2020,Volume: 411,Page: 364-374
Authors:  Lin,Hu;  Zhou,Jingkai;  Gan,Yanfen;  Vong,Chi Man;  Liu,Qiong
Favorite |  | TC[WOS]:6 TC[Scopus]:6 | 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
Neurocomputing, 2020,Volume: 404,Page: 283-293
Authors:  Wang,Fengchao;  Xu,Zhewei;  Gan,Yanfen;  Vong,Chi Man;  Liu,Qiong
Favorite |  | TC[WOS]:2 TC[Scopus]:1 | 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
IEEE Transactions on Industrial Informatics, 2020,Volume: 16,Issue: 8,Page: 5128-5136
Authors:  Wong,Chi Chong;  Gan,Yanfen;  Vong,Chi Man
Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date:2021/03/11
Feedback Network  Fully Convolution  Image Segmentation  
Homo-ELM: fully homomorphic extreme learning machine Journal article
International Journal of Machine Learning and Cybernetics, 2020,Volume: 11,Issue: 7,Page: 1531-1540
Authors:  Wang,Weiru;  Gan,Yanfen;  Vong,Chi Man;  Chen,Chuangquan
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | 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
Neurocomputing, 2020,Volume: 376,Page: 103-118
Authors:  Chen,Chuangquan;  Gan,Yanfen;  Vong,Chi Man
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/11
Alternating Optimization  Approximate Empirical Kernel Map  Extreme Learning Machine  Multiclass Classification  Semi-supervised Support Vector Machine