Hong, Jaemoo; Hwang, Yoon Min - In: Financial innovation : FIN 11 (2025), pp. 1-50
Deep learning enables neural networks to improve prediction performance through data supplementation. In financial time series forecasting, however, such data-driven approaches can encounter limitations where additional data degrade performance, contrary to common expectations. While more data...