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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
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Damage detection  ensemble learning  environmental variability  Mahalanobis distance  structural health monitoring  unsupervised learning  
Fast Algorithm Based on Parallel Computing for Sample Entropy Calculation Journal article
IEEE Access, 2021
Authors:  Dong X.;  Chen C.;  Geng Q.;  Zhang W.;  Zhang X.D.
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Acceleration  Algorithm  Biomedical Monitoring  Entropy  Fast Computation  Graphics Processing Unit  Graphics Processing Units  Kernel  Parallel Computing  Sample Entropy  Standards  Time Series Analysis  
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)  
Inter- A nd Intra-Subject Transfer Reduces Calibration Effort for High-Speed SSVEP-Based BCIs Journal article
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2020,Volume: 28,Issue: 10,Page: 2123-2135
Authors:  Wong,Chi Man;  Wang,Ze;  Wang,Boyu;  Lao,Ka Fai;  Rosa,Agostinho;  Xu,Peng;  Jung,Tzyy Ping;  Chen,C. L.Philip;  Wan,Feng
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Brain-computer interface  inter-subject  intra-subject  steady-state visual evoked potential  transfer learning  
Accurate and efficient sequential ensemble learning for highly imbalanced multi-class data Journal article
Neural Networks, 2020,Volume: 128,Page: 268-278
Authors:  Vong,Chi Man;  Du,Jie
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Highly imbalanced data  Multi-class classification  Sequential ensemble learning  
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  
Swarm Decision Table and Ensemble Search Methods in Fog Computing Environment: Case of Day-Ahead Prediction of Building Energy Demands Using IoT Sensors Journal article
IEEE Internet of Things Journal, 2020,Volume: 7,Issue: 3,Page: 2321-2342
Authors:  Li,Tengyue;  Fong,Simon;  Li,Xuqi;  Lu,Zhihui;  Gandomi,Amir H.
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Data analytics  data stream mining  fog computing  Internet of Things (IoT)  smart home  swarm decision table (SDT)  
Deep and Ordinal Ensemble Learning for Human Age Estimation from Facial Images Journal article
IEEE Transactions on Information Forensics and Security, 2020,Volume: 15,Page: 2361-2374
Authors:  Xie,Jiu Cheng;  Pun,Chi Man
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convolutional neural network  ensemble learning  Human age estimation  ordinal regression  
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
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brain-computer interface  canonical correlation analysis  learning across multi-stimulus  steady-state visual evoked potential  task-related component analysis  
Multicellular gene network analysis identifies a macrophage-related gene signature predictive of therapeutic response and prognosis of gliomas Journal article
Journal of Translational Medicine, 2019,Volume: 17,Issue: 1
Authors:  Sun X.;  Liu X.;  Xia M.;  Shao Y.;  Zhang X.D.
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Biomarker  Drug Resistance  Glioma  Macrophages  Multicellular Gene Network  Prognostic Signature