Synthetic data generation with deep generative models to enhance predictive tasks in trading strategies
Author:
Publisher
Elsevier BV
Subject
Finance,Business, Management and Accounting (miscellaneous)
Reference65 articles.
1. What is momentum trading?;Adam,2021
2. Machine learning applied in the stock market through the moving average convergence divergence (MACD) indicator;Alberto;Invest. Manag. Financial Innov.,2020
3. Financial news predicts stock market volatility better than close price;Atkins;J. Finance Data Sci.,2018
4. Machine learning in finance: A topic modeling approach;Aziz;Eur. Financial Manage.,2021
5. A note on the validity of cross-validation for evaluating autoregressive time series prediction;Bergmeir;Comput. Statist. Data Anal.,2018
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