Yilin Ma

Portfolio optimization with return prediction using deep learning and machine learning

Yilin Ma, Ruizhu Han, Weizhong Wang · Expert Systems with Applications · 2020 · 279 citations

Portfolio Optimization, Asset Pricing, Machine Learning +9

Prediction-Based Portfolio Optimization Models Using Deep Neural Networks

Yilin Ma, Ruizhu Han, Weizhong Wang · IEEE Access · 2020 · 98 citations · Full text

Engineering, Machine Learning, Neural Network +16

Impact of Degree Heterogeneity on Attack Vulnerability of Interdependent Networks

Shiwen Sun, Yafang Wu, Yilin Ma et al. · Scientific Reports · 2016 · 53 citations · Full text

A novel prediction based portfolio optimization model using deep learning

Yilin Ma, Weizhong Wang, Qianting Ma · Computers & Industrial Engineering · 2023 · 35 citations

Portfolio Optimization, Engineering, Machine Learning +11

Stock prediction based on random forest and LSTM neural network

Yilin Ma, Ruizhu Han, Xiaoling Fu · 2019 · 32 citations

Lstm Neural Network, Quantitative Finance, Algorithmic Trading +10