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Changzhou Liang

Observed institution: Guangzhou Xinhua University
ORCID: 0000-0003-3063-1017
Observed ORCID: 0000-0003-3063-1017
OpenAlex ID: A5083313880
Enhancing stock index prediction: A hybrid LSTM-PSO model for improved forecasting accuracy
2025 · Xiaohua Zeng, Changzhou Liang, et al. · PLoS ONE · 28
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A hybrid model integrating long short-term memory with adaptive genetic algorithm based on individual ranking for stock index prediction
2022 · Xiaohua Zeng, Jieping Cai, et al. · PLoS ONE · 21
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Prediction of stock price movement using an improved NSGA-II-RF algorithm with a three-stage feature engineering process
2023 · Xiaohua Zeng, Jieping Cai, et al. · PLoS ONE · 11
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Exact Solutions for Coupled Variable Coefficient KdV Equation via Quadratic Jacobi’s Elliptic Function Expansion
2023 · Xiaohua Zeng, Xiling Wu, et al. · Symmetry · 10
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Solitary Wave and Singular Wave Solutions for Ivancevic Option Pricing Model
2022 · Xiaohua Zeng, Changzhou Liang, et al. · Mathematical Problems in Engineering · 10
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Application of the Panel Data Multiple Regression Model in Stata Software: A Case Study of the Impact of Fintech on Corporate Profitability in China
2025 · Changzhou Liang · International Conference on Digital Society and Artificial Intelligence (DSAI) · 1
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An empirical study on extreme risk of Chinese stock market based on POT model
2022 · Xiaohua Zeng, Changzhou Liang, et al. · International Conference on Internet and E-Business (ICIEB) · 1
Correlation Analysis of Interbank Money Market Interest Rate and Financial Crisis Based on Neural Network Model
2022 · Xiaohua Zeng, Chiping Yuan, et al. · Security and Communication Networks · 1
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Stata-Based Analysis of the Impact of the Sports and Cultural Entertainment Industry on College Sports Talent Cultivation
2026 · Wang Yao, Changzhou Liang · International Conference on Educational Digitalization and Computer Science in the Guangdong-Hong Kong-Macao Greater Bay Area
Analysis on the Stock Price Fluctuation of China's Communication Equipment Sector in the Post-COVID-19 Era Based on Vector Autoregressive Model
2023 · Changzhou Liang, Jieping Cai, et al. · International Conference on Mathematical Statistics and Economic Analysis (MSEA)
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Analysis on the Influencing Factors of China's Export Based on Multiple Regression Model
2021 · Changzhou Liang · International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)
Works count: 11
Citation count: 83
H-index: 5
I10-index: 5
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