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Author

Xiaoxu Du

ORCID: 0000-0001-9915-5923
Observed ORCID: 0000-0001-9915-5923
OpenAlex ID: A5044225821
Multi-step-ahead crude oil price forecasting based on two-layer decomposition technique and extreme learning machine optimized by the particle swarm optimization algorithm
2021 · Tingting Zhang, Zhenpeng Tang, et al. · Energy · 105
Short term electricity price forecasting using a new hybrid model based on two-layer decomposition technique and ensemble learning
2022 · Tingting Zhang, Zhenpeng Tang, et al. · Electric Power Systems Research · 62
A New Hybrid Cryptocurrency Returns Forecasting Method Based on Multiscale Decomposition and an Optimized Extreme Learning Machine Using the Sparrow Search Algorithm
2022 · Xiaoxu Du, Zhenpeng Tang, et al. · IEEE Access · 19
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Multistep-Ahead Stock Price Forecasting Based on Secondary Decomposition Technique and Extreme Learning Machine Optimized by the Differential Evolution Algorithm
2020 · Zhenpeng Tang, Tingting Zhang, et al. · Mathematical Problems in Engineering · 17
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Integrating Weather Conditions to Forecast the Electricity Price in Belgium Market: A Novel Mixed-Frequency Machine Learning Algorithm
2024 · Xiaoxu Du, Yi Cai, et al. · Journal of Systems Science and Complexity · 7
Research on systemic risk contagion of Chinese financial institutions based on GARCH-VMD-Copula-CoVaR model
2021 · Tingting Zhang, Zhenpeng Tang, et al. · Economic Research-Ekonomska Istraživanja · 5
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Research on prediction of China’s financial systematic risk based on the hybrid model
2022 · Tingting Zhang, Zhenpeng Tang, et al. · Journal of Intelligent & Fuzzy Systems · 3
Multiscale Nonlinear Risk Transmission in the Carbon–Fossil Energy–Clean Energy System from a Fractal-Market Perspective: Evidence from EMD–TVP-VAR and Interpretable Machine Learning
2026 · Shanshan Zheng, Xiaoxu Du, et al. · Fractal and Fractional
Works count: 9
Citation count: 218
H-index: 5
I10-index: 4
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