Dr. Zheng Tao Profile

Dr. Zheng Tao

at National Univ of Singapore

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Author

Publications (5)

Proceedings Article | 8 March 2023 Paper

The performance and error analysis of LSTM model combined with various GARCH models in stock forecasting

Junqi Chen, Yingke Yang, Renzhe Zhu, Tianlei Zhu, Zheng Tao

Proceedings Volume 12586, 125861D (2023) https://doi.org/10.1117/12.2670293

KEYWORDS: Performance modeling, Data modeling, Neural networks, Artificial neural networks, Statistical modeling, Autoregressive models, Machine learning, Error analysis, Education and training, Statistical analysis

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Proceedings Article | 3 February 2023 Paper

Transmission effects of oil prices, Ruble, and Euro in the outbreak of the Russian-Ukrainian war: evidence from the VAR-DCC-GARCH approach

Zhengyang Zhao, Lijie Yu, Zanyu Fang, Zheng Tao

Proceedings Volume 12511, 125110R (2023) https://doi.org/10.1117/12.2660004

KEYWORDS: Autoregressive models, Statistical analysis, Analytical research, Gold, Social sciences, Minerals, Metals, Manufacturing, Lithium

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Proceedings Article | 3 February 2023 Paper

Wavelet analysis of S&P 500, oil prices, and economic policy uncertainty

Yijun Shen, Zhengyi Lai, Zhengyang Zhao, Zheng Tao

Proceedings Volume 12511, 125112Q (2023) https://doi.org/10.1117/12.2661322

KEYWORDS: Wavelets, Continuous wavelet transforms, Sodium, Niobium, Time-frequency analysis, Statistical analysis, Data processing, Wavelet transforms, Turbulence, Smoothing

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Proceedings Article | 3 February 2023 Paper

Analysis of the relationship between bitcoin, oil prices, and the Dow Jones Industrial Average using a wavelet-based approach

Linxuan Li, Zheng Tao

Proceedings Volume 12511, 125110F (2023) https://doi.org/10.1117/12.2659982

KEYWORDS: Wavelets, Continuous wavelet transforms, Time-frequency analysis, Analytical research, Wavelet transforms, Statistical analysis, Monte Carlo methods, Lead, Visualization, Transform theory

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Proceedings Article | 13 January 2023 Paper

Analyze comments on Twitter about extreme weather based on the Latent Dirichlet Allocation (LDA) approach

Zilan Cao, Senyao Hu, Zheng Tao

Proceedings Volume 12509, 1250909 (2023) https://doi.org/10.1117/12.2655859

KEYWORDS: Climate change, Climatology, Data modeling, Temperature metrology, Pollution control, Environmental sensing, Atmospheric modeling, Machine learning, Carbon, Internet

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