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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  
KL Divergence-Based Fuzzy Cluster Ensemble for Image Segmentation Journal article
ENTROPY, 2018,Volume: 20,Issue: 4
Authors:  Wei, Huiqin;  Chen, Long;  Guo, Li
Favorite  |  View/Download:20/0  |  Submit date:2018/10/30
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.
Favorite  |  View/Download:6/0  |  Submit date:2019/02/13
Ensemble learning  Fuzzy clustering  Image segmentation  KL divergence  Spatial information  
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:19/0  |  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:11/0  |  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  
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:26/0  |  Submit date:2018/10/30
Rotating Machinery  Simultaneous-fault Diagnosis  Pairwise-coupled Sparse Bayesian Extreme Learning Machine  Probabilistic Committee Machine  
Data-driven train operation models based on data mining and driving experience for the diesel-electric locomotive Journal article
Advanced Engineering Informatics, 2016,Volume: 30,Issue: 3,Page: 553-563
Authors:  Zhang C.-Y.;  Chen D.;  Yin J.;  Chen L.
Favorite  |  View/Download:4/0  |  Submit date:2019/02/13
Automatic Train Operation  Data-driven Train Operation Model  Ensemble Learning  Machine Learning  Manual Driving  
Learning Proximity Relations for Feature Selection Journal article
IEEE Transactions on Knowledge and Data Engineering, 2016,Volume: 28,Issue: 5,Page: 1231-1244
Authors:  Taiping Zhang;  Pengfei Ren;  Yao Ge;  Yali Zheng;  Yuan Yan Tang;  C.L. Philip Chen
Favorite  |  View/Download:5/0  |  Submit date:2019/02/11
Classification  Feature Evaluation  Feature Selection  Gene Selection  Microarray Analysis  
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