14 citations · 39 across the 12 of their papers we have counts for
4 papers · 1 filter
Financial Vision Based Differential Privacy Applications
Jun-Hao Chen, Yi-Jen Wang, Yun-Cheng Tsai +1
The importance of deep learning data privacy has gained significant attention in recent years. It is probably to suffer data breaches when applying deep learning to cryptocurrency…
Data Augmentation for Deep Candlestick Learner
Chia-Ying Tsao, Jun-Hao Chen, Samuel Yen-Chi Chen +1
To successfully build a deep learning model, it will need a large amount of labeled data. However, labeled data are hard to collect in many use cases. To tackle this problem, a bun…
Explainable Deep Convolutional Candlestick Learner
Jun-Hao Chen, Samuel Yen-Chi Chen, Yun-Cheng Tsai +1
Candlesticks are graphical representations of price movements for a given period. The traders can discovery the trend of the asset by looking at the candlestick patterns. Although…
Deep Reinforcement Learning for Foreign Exchange Trading
Yun-Cheng Tsai, Chun-Chieh Wang
Reinforcement learning can interact with the environment and is suitable for applications in decision control systems. Therefore, we used the reinforcement learning method to estab…