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Cognitive State Detection in Task Context Based on Graph Attention Network During Flight Journal article
Wu, Edmond Q., Gao, Yubing, Tong, Wei, Hou, Yuhong, Law, Rob, Zhu, Guangyu. Cognitive State Detection in Task Context Based on Graph Attention Network During Flight[J]. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024, 54(9), 5224-5236.
Authors:  Wu, Edmond Q.;  Gao, Yubing;  Tong, Wei;  Hou, Yuhong;  Law, Rob; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:8.6/8.7 | Submit date：2024/07/04
Attention Network  Bayesian Optimization Method  Cognitive Detection  Graph Structure  
Effective interpretable learning for large-scale categorical data Journal article
Zhang, Yishuo, Zaidi, Nayyar, Zhou, Jiahui, Wang, Tao, Li, Gang. Effective interpretable learning for large-scale categorical data[J]. Data Mining and Knowledge Discovery, 2024, 38(4), 2223-2251.
Authors:  Zhang, Yishuo;  Zaidi, Nayyar;  Zhou, Jiahui;  Wang, Tao;  Li, Gang
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.8/5.3 | Submit date：2024/09/03
Discriminative Bayesian Network Models  Feature Engineering  Interpretable Models  Large Categorical Datasets  Low-bias Models  
Robust wireless sensor network configuration design for structural health monitoring with optimal information-energy tradeoff Journal article
Hao, Xiao Han, Kuok, Sin Chi, Yuen, Ka Veng. Robust wireless sensor network configuration design for structural health monitoring with optimal information-energy tradeoff[J]. Smart Structures and Systems, 2024, 33(6), 465-482.
Authors:  Hao, Xiao Han;  Kuok, Sin Chi;  Yuen, Ka Veng
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.1/2.8 | Submit date：2024/10/10
Bayesian Inference  Energy Efficiency  Multi-type Sensing Devices  Parameter Identification  Robust Wireless Sensor Network  Sensor Failure  
Out-of-Distribution Detection of Unknown False Data Injection Attack With Logit-Normalized Bayesian ResNet Journal article
Feng, Guangxu, Lao, Keng Weng, Chen, Ge. Out-of-Distribution Detection of Unknown False Data Injection Attack With Logit-Normalized Bayesian ResNet[J]. IEEE Transactions on Smart Grid, 2024.
Authors:  Feng, Guangxu;  Lao, Keng Weng;  Chen, Ge
Favorite | TC[Scopus]:1  IF:8.6/9.6 | Submit date：2024/07/04
Bayes Methods  Bayesian Neural Network  Current Measurement  Deep Learning  Epistemic Uncertainty  False Data Injection Attack  Neural Networks  Out-of-distribution Detection  Training  Uncertainty  Uncertainty Calibration  Vectors  
Combining dimensionality reduction methods with neural networks for realized volatility forecasting Journal article
Andrea Bucci, HE Lidan, Liu Z(劉志). Combining dimensionality reduction methods with neural networks for realized volatility forecasting[J]. Annals of Operations Research, 2023.
Authors:  Andrea Bucci;  HE Lidan;  Liu Z(劉志)
Favorite | TC[WOS]:7 TC[Scopus]:5  IF:4.4/4.4 | Submit date：2023/08/15
Realized Volatility  Artificial Neural Network  Machine-learning  Pca Method  Bayesian Model Averaging  
Research on Multidimensional Causal Model of Environment in Macao Cotai City Ecological Reserve Conference paper
He, Cheng, Liu, Wenjian, Ren, Jia, Cui, Yani. Research on Multidimensional Causal Model of Environment in Macao Cotai City Ecological Reserve[C], 2023, 174-179.
Authors:  He, Cheng;  Liu, Wenjian;  Ren, Jia;  Cui, Yani
Favorite | TC[Scopus]:0 | Submit date：2024/02/22
artificial intelligence  Bayesian network  causality  environmental decision-making and management  machine learning  
Wireless sensor network design for large-scale infrastructures health monitoring with optimal information-lifespan tradeoff Journal article
Xiao-Han Hao, Sin-Chi Kuok, Ka-Veng Yuen. Wireless sensor network design for large-scale infrastructures health monitoring with optimal information-lifespan tradeoff[J]. Smart Structures and Systems, 2022.
Authors:  Xiao-Han Hao;  Sin-Chi Kuok;  Ka-Veng Yuen
Favorite |   IF:2.1/2.8 | Submit date：2023/07/31
Bayesian Inference  Wireless Sensor Network  Multi-type Sensor System  Measurement Information  Network Lifespan  System Identification  
A novel Bayesian ensembling model for wind power forecasting Journal article
Jingwei Tang, Jianming Hu, Jiani Heng, Zhi Liu. A novel Bayesian ensembling model for wind power forecasting[J]. Heliyon, 2022, 8(11), 11599.
Authors:  Jingwei Tang;  Jianming Hu;  Jiani Heng;  Zhi Liu
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:3.4/3.9 | Submit date：2022/12/01
Bayesian Ensembling  Echo State Network  Generalized Mixture Function  
Inferring Cognitive State of Pilot's Brain under Different Maneuvers during Flight Journal article
Wu, Edmond Q., Cao, Zhengtao, Sun, Poly Z.H., Li, Dongfang, Law, Rob, Xu, Xin, Zhu, Li Min, Yu, Mengsun. Inferring Cognitive State of Pilot's Brain under Different Maneuvers during Flight[J]. IEEE Transactions on Intelligent Transportation Systems, 2022, 23(11), 21729-21739.
Authors:  Wu, Edmond Q.;  Cao, Zhengtao;  Sun, Poly Z.H.;  Li, Dongfang;  Law, Rob; et al.
Favorite | TC[WOS]:8 TC[Scopus]:7  IF:7.9/8.3 | Submit date：2022/12/01
Adversarial Bayesian Deep Network  Adversarial Noise  Brain Power Map  Cognitive Detection  
Energy-aware versatile wireless sensor network configuration for structural health monitoring Journal article
Xiao-Han Hao, Ka-Veng Yuen, Sin-Chi Kuok. Energy-aware versatile wireless sensor network configuration for structural health monitoring[J]. Structural Control and Health Monitoring, 2022, 29(11), e3083.
Authors:  Xiao-Han Hao;  Ka-Veng Yuen;  Sin-Chi Kuok
Favorite | TC[WOS]:6 TC[Scopus]:7  IF:4.6/5.5 | Submit date：2022/12/01
Bayesian  Energy Consumption  Estimation Accuracy  Multitype Sensing Devices  Parameter Identification  Wireless Sensor Network