21 citations · 31 across the 4 of their papers we have counts for
4 papers
Comprehensive evaluation of Mal-API-2019 dataset by machine learning in malware detection
Zhenglin Li, Haibei Zhu, Houze Liu +2
This study conducts a thorough examination of malware detection using machine learning techniques, focusing on the evaluation of various classification models using the Mal-API-201…
Synthetic Data Applications in Finance
Vamsi K. Potluru, Daniel Borrajo, Andrea Coletta +17
Synthetic data has made tremendous strides in various commercial settings including finance, healthcare, and virtual reality. We present a broad overview of prototypical applicatio…
Once Burned, Twice Shy? The Effect of Stock Market Bubbles on Traders that Learn by Experience
Haibei Zhu, Svitlana Vyetrenko, Serafin Grundl +3
We study how experience with asset price bubbles changes the trading strategies of reinforcement learning (RL) traders and ask whether the change in trading strategies helps to pre…
A Model-Based Synthetic Stock Price Time Series Generation Framework
Haibei Zhu, Svitlana Vyetrenko, Tucker Balch
The Ornstein-Uhlenbeck (OU) process, a mean-reverting stochastic process, has been widely applied as a time series model in various domains. This paper describes the design and imp…