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A Multi-Scale Residual Graph Convolution Network with hierarchical attention for predicting traffic flow in urban mobility Journal article
Ling, Jiahao, Lan, Yuanchun, Huang, Xiaohui, Yang, Xiaofei. A Multi-Scale Residual Graph Convolution Network with hierarchical attention for predicting traffic flow in urban mobility[J]. Complex and Intelligent Systems, 2024, 10(3), 3305-3317.
Authors:  Ling, Jiahao;  Lan, Yuanchun;  Huang, Xiaohui;  Yang, Xiaofei
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:5.0/5.2 | Submit date：2024/05/16
Multivariate Time Series  Periodicity  Spatial–temporal  Traffic Forecasting  
Synchronous Prediction of Asset Prices’ Multivariate Time Series Based on Multi-task Learning and Data Augmentation Conference paper
Li, Jiahao, Zhao, Qinghua, Fong, Simon, Yen, Jerome. Synchronous Prediction of Asset Prices’ Multivariate Time Series Based on Multi-task Learning and Data Augmentation[C]:Springer Science and Business Media Deutschland GmbH, 2023, 536-551.
Authors:  Li, Jiahao;  Zhao, Qinghua;  Fong, Simon;  Yen, Jerome
Favorite | TC[Scopus]:0 | Submit date：2024/02/22
Data Augmentation  Forex Forecast  Multi-task Learning  Multivariate Time Series Analysis  Synchronous Prediction  
Trajectory Prediction Using Multivariate Time-series Data Stream Learning with Fused Kalman-filter and Evolving Correlated Horizons Feature Selection Conference paper
Li, Tengyue, Fong, Simon. Trajectory Prediction Using Multivariate Time-series Data Stream Learning with Fused Kalman-filter and Evolving Correlated Horizons Feature Selection[C], 2022, 663-670.
Authors:  Li, Tengyue;  Fong, Simon
Favorite | TC[Scopus]:0 | Submit date：2023/03/06
Data Analytics  Data Stream Mining  Kalman Filter  Multivariate Time Series Forecasting  Trajectory Prediction  
Multivariate Time Series Modeling for Forecasting Sintering Temperature in Rotary Kilns Using DCGNet Journal article
Zhang, X. G., Lei, Y. Y., Chen, H., Zhang, L., Zhou, Y. C.. Multivariate Time Series Modeling for Forecasting Sintering Temperature in Rotary Kilns Using DCGNet[J]. IEEE Transactions on Industrial Informatics, 2021, 4635-4645.
Authors:  Zhang, X. G.;  Lei, Y. Y.;  Chen, H.;  Zhang, L.;  Zhou, Y. C.
Favorite | TC[WOS]:32 TC[Scopus]:41 | Submit date：2022/07/09
Temperature Forecasting  Multivariate Time Series  Convolutional Neural Network  Gated Recurrent Unit Network  
Multivariate Time-Series Modeling for Forecasting Sintering Temperature in Rotary Kilns Using DCGNet Journal article
Zhang, Xiaogang, Lei, Yanying, Chen, Hua, Zhang, Lei, Zhou, Yicong. Multivariate Time-Series Modeling for Forecasting Sintering Temperature in Rotary Kilns Using DCGNet[J]. IEEE Transactions on Industrial Informatics, 2020, 17(7), 4635-4645.
Authors:  Zhang, Xiaogang;  Lei, Yanying;  Chen, Hua;  Zhang, Lei;  Zhou, Yicong
Favorite | TC[WOS]:32 TC[Scopus]:41  IF:11.7/11.4 | Submit date：2021/12/08
Convolutional Neural Network (Cnn)  Gated Recurrent Unit (Gru) Network  Multivariate Time Series  Temperature Forecasting