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Quaternion block sparse representation for signal recovery and classification Journal article
Signal Processing, 2021,Volume: 179
Authors:  Zou,Cuiming;  Kou,Kit Ian;  Wang,Yulong;  Tang,Yuan Yan
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Block sparse representation  Quaternion representation  Signal recovery  
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
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Process Mining  Class Imbalance  Classification  Meta-heuristic  Over-sampling  Under-sampling  
An integrated computational methodology with data-driven machine learning, molecular modeling and PBPK modeling to accelerate solid dispersion formulation design Journal article
European Journal of Pharmaceutics and Biopharmaceutics, 2021,Volume: 158,Page: 336-346
Authors:  Gao,Hanlu;  Wang,Wei;  Dong,Jie;  Ye,Zhuyifan;  Ouyang,Defang
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Dissolution Profile  Machine Learning  Molecular Dynamics (Md) Simulations  Pharmacokinetic Modeling  Solid Dispersion  
Broad Learning with Attribute Selection for Rheumatoid Arthritis Conference paper
IEEE Transactions on Systems, Man, and Cybernetics: Systems, Toronto, ON, Canada, 11-14 Oct. 2020
Authors:  Jie Yang;  Shigao Huang;  Rui Tang;  Quanyi Hu;  Kun Lan;  Han Wang;  Qi Zhao;  Simon Fong
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Broad Learning  Attribute Selection  Disease Pre-diction  Rheumatoid Arthritis  
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:  Jialin Tang;  Qinglang Su;  Binghua Su;  Simon Fong;  Wei Cao;  Xueyuan Gong
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Convolutional Neural Networks (Cnn)  Local Binary Patterns (Lbp)  Ensemble Learning  Face Recognition  
Training Feed-Forward Artificial Neural Networks with a modified artificial bee colony algorithm Journal article
Neurocomputing, 2020,Volume: 416,Page: 69-84
Authors:  Xu,Feiyi;  Pun,Chi Man;  Li,Haolun;  Zhang,Yushu;  Song,Yurong;  Gao,Hao
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Artificial bee colony  Deep learning  Feed-Forward Artificial Neural Networks  Parameter selection  
Sparse Supervised Representation-Based Classifier for Uncontrolled and Imbalanced Classification Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2020,Volume: 31,Issue: 8,Page: 2847-2856
Authors:  Shu,Ting;  Zhang,Bob;  Tang,Yuan Yan
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Data Driven  Face Recognition  Imbalanced Classification  Spare Supervised Representation-based Classifier (Ssrc)  Sparse Representation-based Classification (Src)  
Parallel architecture to accelerate superparamagnetic clustering algorithm Journal article
Electronics Letters, 2020,Volume: 56,Issue: 14,Page: 701-704
Authors:  Wang,Pan Ke;  Chen,Chang Hao;  Pun,Sio Hang;  Zhang,Baijun;  Mak,Peng Un;  Vai,Mang I.;  Lei,Tim C.
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Quality enhancement of stochastic feature subset selection via genetic algorithms. Assessment in bioinformatics data sets Conference paper
GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, Cancún Mexico, 8 July, 2020- 12 July, 2020
Authors:  Antonio J. Tallón-Ballesteros;  Tengyue Li;  Simon Fong
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Attribute Selection  Feature Subset Selection  Data Analytics  Classification  Multiple Class Problems  
Teng-Yue algorithm: A novel metaheuristic search method for fast cancer classification Conference paper
GECCO '20: Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, Cancún Mexico, 8 July, 2020- 12 July, 2020
Authors:  Tengyue Li;  Simon Fong;  Antonio J. Tallón-Ballesteros
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Novel Metaheuristics  Feature Engineering  Medical Data Classification  Accuracy  Interpretability  Search Algorithm