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Attribute reduction based on multi-objective decomposition-ensemble optimizer with rough set and entropy Conference paper
IEEE International Conference on Data Mining Workshops, ICDMW, Beijing, China, 8-11 Nov. 2019
Authors:  Jie Yang;  Simon Fong;  Tengyue Li
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/09
Attribute Reduction  Multi-objective Optimization  Rough Set  Mutual Information  
Learning across multi-stimulus enhances target recognition methods in SSVEP-based BCIs Journal article
Journal of Neural Engineering, 2020,Volume: 17,Issue: 1
Authors:  Wong,Chi Man;  Wan,Feng;  Wang,Boyu;  Wang,Ze;  Nan,Wenya;  Lao,Ka Fai;  Mak,Peng Un;  Vai,Mang I.;  Rosa,Agostinho
Favorite |  | TC[WOS]:15 TC[Scopus]:17 | Submit date:2021/03/11
brain-computer interface  canonical correlation analysis  learning across multi-stimulus  steady-state visual evoked potential  task-related component analysis  
A lung sound category recognition method based on wavelet decomposition and BP neural network Journal article
International Journal of Biological Sciences, 2019,Volume: 15,Issue: 1,Page: 195-207
Authors:  Shi Y.;  Li Y.;  Cai M.;  Zhang X.D.
Adobe PDF | Favorite |  | TC[WOS]:13 TC[Scopus]:18 | Submit date:2021/03/03
Bp Neural Network  Category Recognition  Linear Discriminant Analysis  Lung Sound  Wavelet De-noising  
Fault diagnosis of rotating machinery based on multiple probabilistic classifiers Journal article
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2018,Volume: 108,Page: 99-114
Authors:  Zhong, Jian-Hua;  Wong, Pak Kin;  Yang, Zhi-Xin
Favorite |  | TC[WOS]:43 TC[Scopus]:47 | Submit date:2018/10/30
Rotating Machinery  Automotive Engine  Simultaneous-fault Diagnosis  Sparse Bayesian Extreme Learning Machine  Probabilistic Committee Machine  
Learning Multimodal Parameters: A Bare-Bones Niching Differential Evolution Approach Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 7,Page: 2944-2959
Authors:  Gong, Yue-Jiao;  Zhang, Jun;  Zhou, Yicong
Favorite |  | TC[WOS]:26 TC[Scopus]:26 | Submit date:2018/10/30
Fitness landscape  Gaussian model  multimodal optimization (MMOP)  neighborhood strategy  neural network ensemble (NNE)  niching  
Learning multimodal parameters: A bare-bones niching differential evolution approach Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2018,Volume: 29,Issue: 7,Page: 2944-2959
Authors:  Gong Y.-J.;  Zhang J.;  Zhou Y.
Favorite |  | TC[WOS]:26 TC[Scopus]:26 | Submit date:2018/12/21
Fitness Landscape  Gaussian Model  Multimodal Optimization (Mmop)  Neighborhood Strategy  Neural Network Ensemble (Nne)  Niching  
Adaptive Hybrid Feature Selection-Based Classifier Ensemble for Epileptic Seizure Classification Journal article
IEEE ACCESS, 2018,Volume: 6,Page: 29132-29145
Authors:  Alzami, Farrikh;  Tang, Juan;  Yu, Zhiwen;  Wu, Si;  Chen, C. L. Philip;  You, Jane;  Zhang, Jun
Favorite |  | TC[WOS]:9 TC[Scopus]:10 | Submit date:2018/10/30
Epileptic seizure detection and classification  discrete wavelet transform  hybrid feature selection  classifier ensemble  bagging  rank aggregation  adaptive  genetic algorithm  optimization  machine learning  
A novel AdaBoost framework with robust threshold and structural optimization Journal article
IEEE Transactions on Cybernetics, 2018,Volume: 48,Issue: 1,Page: 64-76
Authors:  Zhang P.-B.;  Yang Z.-X.
Favorite |  | TC[WOS]:34 TC[Scopus]:35 | Submit date:2018/12/22
Adaboost Algorithm  Bounds Of Empirical Error  Ensemble Method  Generalization Error  Indoor Positioning System  Robust Threshold  Special Single-layer Neural Network  Structural Optimization  
Meta-zoo-heuristic algorithms Conference paper
7th International Conference on Innovative Computing Technology, INTECH 2017, Luton, UK, 16-18 Aug. 2017
Authors:  Simon Fong
Favorite |  | TC[WOS]:2 TC[Scopus]:1 | Submit date:2019/02/13
Meta-heuristics  Bio-inspired Optimization Algorithms  Ensemble Optimization  
A new framework for intelligent simultaneous-fault diagnosis of rotating machinery using pairwise-coupled sparse Bayesian extreme learning committee machine Journal article
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2017,Volume: 231,Issue: 6,Page: 1146-1161
Authors:  Wong, Pak Kin;  Zhong, Jian-Hua;  Yang, Zhi-Xin;  Vong, Chi Man
Favorite |  | TC[WOS]:7 TC[Scopus]:7 | Submit date:2018/10/30
Rotating Machinery  Simultaneous-fault Diagnosis  Pairwise-coupled Sparse Bayesian Extreme Learning Machine  Probabilistic Committee Machine