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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  
Dynamic swarm class rebalancing for the process mining of rare events Journal article
Journal of Supercomputing, 2021
Authors:  Li,Jinyan;  Wu,Yaoyang;  Fong,Simon;  Wong,Raymond K.;  Chu,Victor W.;  Ong,Kok leong;  Wong,Kelvin K.L.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Class imbalance  Classification  Meta-heuristic  Over-sampling  Process mining  Under-sampling  
Accurate and efficient sequential ensemble learning for highly imbalanced multi-class data Journal article
Neural Networks, 2020,Volume: 128,Page: 268-278
Authors:  Vong,Chi Man;  Du,Jie
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/11
Highly imbalanced data  Multi-class classification  Sequential ensemble learning  
Deep cascade model-based face recognition: When deep-layered learning meets small data Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 1016-1029
Authors:  Zhang,Lei;  Liu,Ji;  Zhang,Bob;  Zhang,David;  Zhu,Ce
Favorite |  | TC[WOS]:8 TC[Scopus]:19 | Submit date:2021/03/11
corruption  Deep cascade model  face recognition  representation learning  softmax vector  
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  
Robust joint representation with triple local feature for face recognition with single sample per person Journal article
Knowledge-Based Systems, 2019,Volume: 181
Authors:  Wang,Xing;  Zhang,Bob;  Yang,Meng;  Ke,Kangyin;  Zheng,Weishi
Favorite |  | TC[WOS]:4 TC[Scopus]:3 | Submit date:2021/03/11
Face recognition  Robust joint representation  Single sample per person  Triple local feature  
Dual feature selection and rebalancing strategy using metaheuristic optimization algorithms in X-ray image datasets Journal article
Multimedia Tools and Applications, 2019,Volume: 78,Issue: 15,Page: 20913-20933
Authors:  Li,Jinyan;  Fong,Simon;  Liu,Lian sheng;  Dey,Nilanjan;  Ashour,Amira S.;  Moraru,Luminița
Favorite |  | TC[WOS]:4 TC[Scopus]:9 | Submit date:2021/03/09
Bat algorithm  Dynamic multi-objective  Feature selection  Medical X-ray image  Meta-heuristic  Rebalancing  
Multilayer one-class extreme learning machine Journal article
Neural Networks, 2019,Volume: 115,Page: 11-22
Authors:  Dai,Haozhen;  Cao,Jiuwen;  Wang,Tianlei;  Deng,Muqing;  Yang,Zhixin
Favorite |  | TC[WOS]:19 TC[Scopus]:24 | Submit date:2021/03/11
Kernel learning  ML-OCELM  OC-ELM  One-class classification  Outlier/anomaly detection  
Chronological Age Estimation under the Guidance of Age-related Facial Attributes Journal article
IEEE Transactions on Information Forensics and Security, 2019,Page: 1-12
Authors:  Jiu-Cheng Xie;  Chi-Man Pun
Favorite |  | TC[WOS]:5 TC[Scopus]:7 | Submit date:2019/05/06
Chronological Age Estimation  Facial Attributes Estimation  Convolutional Neural Network  Controlled And Wild Environments