UM

Browse/Search Results:  1-10 of 14 Help

Selected(0)Clear Items/Page:    Sort:
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  |  View/Download:23/0  |  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  |  View/Download:16/0  |  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  |  View/Download:7/0  |  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  |  View/Download:21/0  |  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  |  View/Download:12/0  |  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
Authors:  Fong S.
Favorite  |  View/Download:3/0  |  Submit date:2019/02/13
bio-inspired optimization algorithms  ensemble optimization  Meta-heuristics  
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  |  View/Download:29/0  |  Submit date:2018/10/30
Rotating Machinery  Simultaneous-fault Diagnosis  Pairwise-coupled Sparse Bayesian Extreme Learning Machine  Probabilistic Committee Machine  
Meta-zoo-heuristic Algorithms Conference paper
Authors:  Fong, Simon;  Ariwa, E;  Pichappan, P
Favorite  |  View/Download:17/0  |  Submit date:2018/10/30
Keywords Meta-heuristics  bio-inspired optimization algorithms  ensemble optimization  
Simultaneous-fault diagnosis of gearboxes using probabilistic committee machine Journal article
Sensors (Switzerland), 2016,Volume: 16,Issue: 2
Authors:  Zhong J.-H.;  Wong P.K.;  Yang Z.-X.
Favorite  |  View/Download:7/0  |  Submit date:2018/12/22
Hilbert-huang Transform  Pairwise-coupling Probabilistic Committee Machine  Simultaneous-fault Diagnosis  
Sparse Bayesian extreme learning committee machine for engine simultaneous fault diagnosis Journal article
Neurocomputing, 2016,Volume: 174,Page: 331-343
Authors:  Wong P.K.;  Zhong J.;  Yang Z.;  Vong C.M.
Favorite  |  View/Download:9/0  |  Submit date:2018/12/22
Automotive Engine  Multi-signal Fusion  Probabilistic Committee Machine  Simultaneous-fault Diagnosis  Sparse Bayesian Extreme Learning Machine