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Ensemble learning-based structural health monitoring by Mahalanobis distance metrics Journal article
Structural Control and Health Monitoring, 2021,Volume: 28,Issue: 2
Authors:  Sarmadi,Hassan;  Entezami,Alireza;  Saeedi Razavi,Behzad;  Yuen,Ka Veng
Favorite | View/Download:0/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Damage detection  ensemble learning  environmental variability  Mahalanobis distance  structural health monitoring  unsupervised learning  
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:  Tang,Jialin;  Su,Qinglang;  Su,Binghua;  Fong,Simon;  Cao,Wei;  Gong,Xueyuan
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Convolutional Neural Networks (CNN)  Ensemble learning  Face recognition  Local Binary Patterns (LBP)  
Hybrid Ensemble Deep Learning for Deterministic and Probabilistic Low-Voltage Load Forecasting Journal article
IEEE Transactions on Power Systems, 2020,Volume: 35,Issue: 3,Page: 1881-1897
Authors:  Cao,Zhaojing;  Wan,Can;  Zhang,Zijun;  Li,Furong;  Song,Yonghua
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deep learning  ensemble learning  Forecasting  K nearest neighbor  low-voltage load  
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:20/0 | TC[WOS]:7 TC[Scopus]:11 | Submit date:2019/02/13
Ensemble learning  Fuzzy clustering  Image segmentation  KL divergence  Spatial information  
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:34/0 | TC[WOS]:7 TC[Scopus]:11 | Submit date:2018/10/30
fuzzy clustering  ensemble learning  KL divergence  spatial information  image segmentation  
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:28/0 | TC[WOS]:7 TC[Scopus]:8 | 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  
Correlated EEMD and Effective Feature Extraction for Both Periodic and Irregular Faults Diagnosis in Rotating Machinery Journal article
ENERGIES, 2017,Volume: 10,Issue: 10
Authors:  Liang, Jiejunyi;  Zhong, Jian-Hua;  Yang, Zhi-Xin
Favorite | View/Download:29/0 | TC[WOS]:4 TC[Scopus]:6 | Submit date:2018/10/30
acoustic signal  ensemble empirical mode decomposition  sparse Bayesian extreme learning machine  sample entropy  singular value decomposition  
Correlated EEMD and effective feature extraction for both periodic and irregular faults diagnosis in rotating machinery Journal article
Energies, 2017,Volume: 10,Issue: 10
Authors:  Liang J.;  Zhong J.-H.;  Yang Z.-X.
Favorite | View/Download:14/0 | TC[WOS]:4 TC[Scopus]:6 | Submit date:2018/12/22
Acoustic Signal  Ensemble Empirical Mode Decomposition  Sample Entropy  Singular Value Decomposition  Sparse Bayesian Extreme Learning Machine  
Ensemble correlation-based low-rank matrix completion with applications to traffic data imputation Journal article
KNOWLEDGE-BASED SYSTEMS, 2017,Volume: 132,Page: 249-262
Authors:  Chen, Xiaobo;  Wei, Zhongjie;  Li, Zuoyong;  Liang, Jun;  Cai, Yingfeng;  Zhang, Bob
Favorite | View/Download:36/0 | TC[WOS]:14 TC[Scopus]:20 | Submit date:2018/10/30
Missing data  Low-rank matrix completion  Nearest neighbor  Pearson's correlation  Ensemble learning  
Using Graph-Based Ensemble Learning to Classify Imbalanced Data Conference paper
Authors:  Qin, Anyong;  Shang, Zhaowei;  Tian, Jinyu;  Zhang, Taiping;  Wang, Yulong;  Tang, Yuan Yan;  IEEE
Favorite | View/Download:14/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2018/10/30
Imbalanced data  Ensemble learning  Consensus maximization