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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]:1 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
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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
The Journal of Supercomputing, 2021,Volume: 77,Page: 7549-7583
Authors:  Jinyan Li;  Yaoyang Wu;  Simon Fong;  Raymond K. Wong;  Victor W. Chu;  Kok‑leong Ong;  Kelvin K. L. Wong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Process Mining  Class Imbalance  Classification  Meta-heuristic  Over-sampling  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
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Highly imbalanced data  Multi-class classification  Sequential ensemble learning  
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
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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
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Face Recognition  Robust Joint Representation  Single Sample Per Person  Triple Local Feature  
Deep cascade model-based face recognition: When deep-layered learning meets small data Journal article
IEEE Transactions on Image Processing, 2019,Volume: 29,Page: 1016-1029
Authors:  Zhang,Lei;  Liu,Ji;  Zhang,Bob;  Zhang,David;  Zhu,Ce
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Corruption  Deep Cascade Model  Face Recognition  Representation Learning  Softmax Vector  
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
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Kernel learning  ML-OCELM  OC-ELM  One-class classification  Outlier/anomaly detection  
Multi-View Classification via a Fast and Effective Multi-View Nearest-Subspace Classifier Journal article
IEEE Access, 2019,Volume: 7,Page: 49669-49679
Authors:  Shu,Ting;  Zhang,Bob;  Tang,Yuan Yan
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Adaption Model  Classification Algorithm  Multi-view Data  Nearest-subspace Classifier  View Similarity  View-dependent Class Separability  
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:  Jinyan Li;  Simon Fong;  Lian-sheng Liu;  Nilanjan Dey;  Amira S. Ashour;  Luminița Moraru
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Meta-heuristic  Medical X-ray Image  Rebalancing  Feature Selection  Dynamic Multi-objective  Bat Algorithm