Xiang Ma

A stock price prediction method based on meta-learning and variational mode decomposition

Tengteng Liu, Xiang Ma, Shuo Li et al. · Knowledge-Based Systems · 2022 · 101 citations

Volatility Modeling, Asset Pricing, Predictive Analytics +9

Fuzzy hypergraph network for recommending top-K profitable stocks

Xiang Ma, Tianlong Zhao, Qiang Guo et al. · Information Sciences · 2022 · 47 citations

Ranking Algorithm, Network Science, Graph Theory +11

COVID19-MLSF: A multi-task learning-based stock market forecasting framework during the COVID-19 pandemic

Chenxun Yuan, Xiang Ma, Hua Wang et al. · Expert Systems with Applications · 2023 · 38 citations · Full text

Forecasting Methodology, Financial Analytics, Engineering +8

A hierarchical attention network for stock prediction based on attentive multi-view news learning

Xingtong Chen, Xiang Ma, Hua Wang et al. · Neurocomputing · 2022 · 36 citations

Machine Learning, Predictive Analytics, Hierarchical Attention Network +4

U-Mixer: An Unet-Mixer Architecture with Stationarity Correction for Time Series Forecasting

Xiang Ma, Xuemei Li, Lexin Fang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2024 · 30 citations · Full text

Temporal Dependencies, Forecasting Methodology, Data Augmentation +15