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Environment Sensing-aided Beam Prediction with Transfer Learning for Smart Factory Conference paper
Zhao, Chuanbing, Feng, Yuan, Gao, Feifei, Zhang, Yong, Ma, Shaodan, Poor, H. Vincent. Environment Sensing-aided Beam Prediction with Transfer Learning for Smart Factory[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 2077-2082.
Authors:  Zhao, Chuanbing;  Feng, Yuan;  Gao, Feifei;  Zhang, Yong;  Ma, Shaodan; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/11/05
Beam Prediction  Environment Sensing  Mmwave  Transfer Learning  Adaptation Models  Costs  Accuracy  Simulation  Training Data  Predictive Models  
Comparative Analysis of Offshore Wind Power Prediction Models and Clustering-Based Daily Output Classification Conference paper
Ou, Zhongxi, Lan, Wei, Zhang, Liang, Tong, Zhu, Liu, Dundun, Liu, Zhaoxi. Comparative Analysis of Offshore Wind Power Prediction Models and Clustering-Based Daily Output Classification[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 1482-1487.
Authors:  Ou, Zhongxi;  Lan, Wei;  Zhang, Liang;  Tong, Zhu;  Liu, Dundun; et al.
Favorite | TC[Scopus]:1 | Submit date：2024/09/03
Gru  K-means Clustering  Lstm  Offshore Wind Power  Offshore Wind Power Forecasting  Prediction Accuracy  Prediction Models  
Predictive Models for Decision Support in the COVID-19 Crisis Book
Marques, Joao Alexandre Lobo, Gois, Francisco Nauber Bernardo, Xavier-Neto, José, Fong, Simon. Predictive Models for Decision Support in the COVID-19 Crisis[M]. Switzerland:Springer, 2022.
Authors:  Marques, Joao Alexandre Lobo;  Gois, Francisco Nauber Bernardo;  Xavier-Neto, José;  Fong, Simon
Favorite |  | Submit date：2022/08/31
Predictive Models  Decision Support  Covid-19 Crisis  Epidemiologic Models  Nonlinear Filtering  Artificial Intelligence Model  Disease Tracking  Disease Prediction  Pandemic Modeling  Coronavirus  
Vehicle Trajectory Prediction in Connected Environments via Heterogeneous Context-Aware Graph Convolutional Networks Journal article
Lu, Yuhuan, Wang, Wei, Hu, Xiping, Xu, Pengpeng, Zhou, Shengwei, Cai, Ming. Vehicle Trajectory Prediction in Connected Environments via Heterogeneous Context-Aware Graph Convolutional Networks[J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 24(8), 8452 - 8464.
Authors:  Lu, Yuhuan;  Wang, Wei;  Hu, Xiping;  Xu, Pengpeng;  Zhou, Shengwei; et al.
Favorite | TC[WOS]:26 TC[Scopus]:26  IF:7.9/8.3 | Submit date：2022/08/05
Trajectory  Vehicle Dynamics  Predictive Models  Convolutional Neural Networks  Roads  Feature Extraction  Dynamics  Traffic Big Data  Graph Neural Networks  Trajectory Prediction  Connected Vehicles  Interaction Context  
Model selection for RBF-ARX models Journal article
Chen, Qiong Ying, Chen, Long, Su, Jian Nan, Fu, Ming Jian, Chen, Guang Yong. Model selection for RBF-ARX models[J]. Applied Soft Computing, 2022, 121, 108723.
Authors:  Chen, Qiong Ying;  Chen, Long;  Su, Jian Nan;  Fu, Ming Jian;  Chen, Guang Yong
Favorite | TC[WOS]:7 TC[Scopus]:9  IF:7.2/7.0 | Submit date：2022/06/10
Model Selection  Genetic Algorithms  Parameter Estimation  Rbf-arx Models  Time Series Prediction  Variable Projection  
Prediction of Outcomes in Mini-Basketball Training Program for Preschool Children with Autism Using Machine Learning Models Journal article
Sun, Zhiyuan, Herold, Fabian, Cai, Kelong, Yu, Qian, Dong, Xiaoxiao, Liu, Zhimei, Li, Jinming, Chen, Aiguo, Zou, Liye. Prediction of Outcomes in Mini-Basketball Training Program for Preschool Children with Autism Using Machine Learning Models[J]. International Journal of Mental Health Promotion, 2022, 24(2), 143-158.
Authors:  Sun, Zhiyuan;  Herold, Fabian;  Cai, Kelong;  Yu, Qian;  Dong, Xiaoxiao; et al.
Favorite | TC[WOS]:8 TC[Scopus]:7  IF:1.0/1.0 | Submit date：2022/05/17
Autistic Children  Machine Learning Models  Mini-basketball Training Program  Outcomes  Prediction  
Temporal Pyramid Network with Spatial-Temporal Attention for Pedestrian Trajectory Prediction Journal article
Li, Yuanman, Liang, Rongqin, Wei, Wei, Wang, Wei, Zhou, Jiantao, Li, Xia. Temporal Pyramid Network with Spatial-Temporal Attention for Pedestrian Trajectory Prediction[J]. IEEE Transactions on Network Science and Engineering, 2021, 9(3), 1006-1019.
Authors:  Li, Yuanman;  Liang, Rongqin;  Wei, Wei;  Wang, Wei;  Zhou, Jiantao; et al.
Favorite | TC[WOS]:30 TC[Scopus]:34  IF:6.7/6.0 | Submit date：2022/05/13
Deep Learning  Prediction Algorithms  Predictive Models  Social Behavior  Social Computing  Social Interactions  Spatial-temporal Attention  Temporal Pyramid Network  Trajectory Prediction  
A review on machine learning forecasting growth trends and their real-time applications in different energy systems Review article
2020
Authors:  Ahmad, Tanveer;  Chen, Huanxin
Favorite | TC[WOS]:95 TC[Scopus]:123  IF:10.5/10.0 | Submit date：2021/12/06
Forecasting  Load Demand Prediction  Machine Learning  Real-time Applications  Renewable Energy Forecasting  Supervised Models  
Facial beauty analysis based on features prediction and beautification models Journal article
Zhang,Bob, Xiao,Xihua, Lu,Guangming. Facial beauty analysis based on features prediction and beautification models[J]. Pattern Analysis and Applications, 2018, 21(2), 529-542.
Authors:  Zhang,Bob;  Xiao,Xihua;  Lu,Guangming
Favorite | TC[WOS]:6 TC[Scopus]:7  IF:3.7/2.7 | Submit date：2021/03/11
Average Facial Beautification  Facial Beauty Analysis  Facial Beauty Prediction  Facial Shape/skin Beautification  Feature-based Computer Models  
Algal bloom prediction by support vector machine and relevance vector machine with genetic algorithm optimization in freshwater reservoirs Journal article
Wang, Yanjie, Xie, Zhengchao, Lou, InChio, Ung, Wai Kin, Mok, Kai Meng. Algal bloom prediction by support vector machine and relevance vector machine with genetic algorithm optimization in freshwater reservoirs[J]. Engineering Computations, 2017, 34(2), 664-679.
Authors:  Wang, Yanjie;  Xie, Zhengchao;  Lou, InChio;  Ung, Wai Kin;  Mok, Kai Meng
Favorite | TC[WOS]:16 TC[Scopus]:17  IF:1.5/1.5 | Submit date：2018/10/30
Algal Bloom  Ga-rvm  Ga-svm  Phytoplankton Abundance  Prediction And Forecast Models