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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:13/0  |  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:11/0  |  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:5/0  |  Submit date:2018/12/21
Fitness Landscape  Gaussian Model  Multimodal Optimization (Mmop)  Neighborhood Strategy  Neural Network Ensemble (Nne)  Niching  
Data stream mining in fog computing environment with feature selection using ensemble of swarm search algorithms Conference paper
2018 Conference on Information Communications Technology and Society, ICTAS 2018 - Proceedings
Authors:  Ma B.B.;  Fong S.;  Millham R.
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Data Analytics  Data mining  Fog computing  Gas Sensor  Internet of Things  
KL Divergence-Based Fuzzy Cluster Ensemble for Image Segmentation Journal article
ENTROPY, 2018,Volume: 20,Issue: 4
Authors:  Wei, Huiqin;  Chen, Long;  Guo, Li
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fuzzy clustering  ensemble learning  KL divergence  spatial information  image segmentation  
KL divergence-based fuzzy cluster ensemble for image segmentation Journal article
Entropy, 2018,Volume: 20,Issue: 4
Authors:  Wei H.;  Chen L.;  Guo L.
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Ensemble learning  Fuzzy clustering  Image segmentation  KL divergence  Spatial information  
Tackling class overlap and imbalance problems in software defect prediction Journal article
SOFTWARE QUALITY JOURNAL, 2018,Volume: 26,Issue: 1,Page: 97-125
Authors:  Chen, Lin;  Fang, Bin;  Shang, Zhaowei;  Tang, Yuanyan
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Software Defect Prediction  Class Imbalance  Class Overlap  Machine Learning  
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:15/0  |  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.
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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.
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bio-inspired optimization algorithms  ensemble optimization  Meta-heuristics