Statistical Time Series Prediction with Deep Learning Methodology.
Published in PhD Thesis, 2024
Xixi Li
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Publications
DeepTVAR: Deep Learning for a Time-Varying VAR Model with Extension to Integrated VAR.
Published in International Journal of Forecasting, 2023
Xixi Li, Jingsong Yuan.
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DeepVARwT: Deep Learning for a VAR Model with Trend.
Published in arXiv, 2022
Xixi Li, Jingsong Yuan.
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fETSmcs: Feature-based ETS model component selection.
Published in International Journal of Forecasting, 2022
Lingzhi Qi#, Xixi Li*#, Qiang Wang, Suling Jia.
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Improving forecasting by subsampling seasonal time series.
Published in International Journal of Production Research, 2022
Xixi Li, Fotios Petropoulos, Yanfei Kang.
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Crude oil price forecasting incorporating news text.
Published in International Journal of Forecasting, 2022
Yun Bai#, Xixi Li*#, Hao Yu, Suling Jia.
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Exploring the social influence of Kaggle virtual community on the M5 competition.
Published in International Journal of Forecasting, 2021
Xixi Li, Yun Bai, Yanfei Kang.
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Forecasting with time series imaging.
Published in Expert Systems with Applications, 2020
Xixi Li, Yanfei Kang, Feng Li.
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Analysis of topological properties of complex network of Chinese stock based on Copula tail correlation.
Published in International Conference on Service Systems and Service Management. IEEE., 2017
Xixi Li*, Qiang Wang, Suling Jia.
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