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An automatic multi-view disease detection system via Collective Deep Region-based Feature Representation Journal article
Future Generation Computer Systems, 2021,Volume: 115,Page: 59-75
Authors:  Zhou,Jianhang;  Zhang,Qi;  Zhang,Bob
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/11
Disease detection system  Feature representation  Image segmentation  Medical biometrics  Multi-view learning  
Multinomial Bayesian extreme learning machine for sparse and accurate classification model Journal article
Neurocomputing, 2021,Volume: 423,Page: 24-33
Authors:  Luo,Jiahua;  Wong,Chi Man;  Vong,Chi Man
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2021/03/11
Extreme learning machine  Multi-class classification  Multinomial distribution  Sparse Bayesian  Sparse learning  
Parallel ensemble learning of convolutional neural networks and local binary patterns for face recognition Journal article
Computer Methods and Programs in Biomedicine, 2020,Volume: 197
Authors:  Tang,Jialin;  Su,Qinglang;  Su,Binghua;  Fong,Simon;  Cao,Wei;  Gong,Xueyuan
Favorite |  | TC[WOS]:2 TC[Scopus]:4 | Submit date:2021/03/09
Convolutional Neural Networks (CNN)  Ensemble learning  Face recognition  Local Binary Patterns (LBP)  
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]:1 TC[Scopus]:1 | Submit date:2021/03/11
Alternating optimization  Approximate empirical kernel map  Extreme learning machine  Multiclass classification  Semi-supervised support vector machine  
Deep and Ordinal Ensemble Learning for Human Age Estimation from Facial Images Journal article
IEEE Transactions on Information Forensics and Security, 2020,Volume: 15,Page: 2361-2374
Authors:  Xie,Jiu Cheng;  Pun,Chi Man
Favorite |  | TC[WOS]:5 TC[Scopus]:9 | Submit date:2021/03/11
convolutional neural network  ensemble learning  Human age estimation  ordinal regression  
Learning Structurally Incoherent Background and Target Dictionaries for Hyperspectral Target Detection Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020,Volume: 13,Page: 3521-3533
Authors:  Guo,Tan;  Luo,Fulin;  Zhang,Lei;  Zhang,Bob;  Tan,Xiaoheng;  Zhou,Xiaocheng
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Dictionary decomposition  hyperspectral image (HSI)  low-rank constraint  sparse model  target detection  
Supervised Extreme Learning Machine-Based Auto-Encoder for Discriminative Feature Learning Journal article
IEEE Access, 2020,Volume: 8,Page: 11700-11709
Authors:  Du,Jie;  Vong,Chi Man;  Chen,Chuangquan;  Liu,Peng;  Liu,Zhenbao
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/11
discriminative data representation  ELM based auto-encoder  Extreme learning machine  multi-layer perceptron  supervised ELM-AE  
Preliminary Investigation of Auto-classification of Respiratory Trace Using Convolutional Neural Network for Adaptive Respiratory Gated Myocardial Perfusion SPECT Conference paper
2019 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2019
Authors:  Mok,Greta S.P.;  Zhang,Qi;  Sun,Jingzhang;  Zhang,Duo;  Pretorius,P. Hendrik;  King,Michael A.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Convolutional Neural Network  Myocardial Perfusion  Respiratory gating  SPECT/CT  
Sparse bayesian kernel multinomial probit regression model for high-dimensional data classification Journal article
Communications in Statistics - Theory and Methods, 2019,Volume: 48,Issue: 1,Page: 165-176
Authors:  Aijun Yang;  Xuejun Jiang;  Lianjie Shu;  Pengfei Liu
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2019/08/01
Correlation Prior  High-dimensional Data Classification  Multicategory Support Vector Machine  Sparse Bayesian Method  
Postboosting Using Extended G-Mean for Online Sequential Multiclass Imbalance Learning Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 12,Page: 6163-6177
Authors:  Vong, Chi-Man;  Du, Jie;  Wong, Chi-Man;  Cao, Jiu-Wen
Favorite |  | TC[WOS]:6 TC[Scopus]:12 | Submit date:2019/01/17
Dynamic changing distribution  extreme learning machine  imbalance class distribution  multiclass imbalance learning  online sequential learning