Deep learning for financial applications : A survey

• Published in: Applied soft computing Vol. 93; p. 106384
• Main Authors: Ozbayoglu, Ahmet Murat, Gudelek, Mehmet Ugur, Sezer, Omer Berat
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.08.2020
• Subjects: Algorithmic trading; Computational intelligence; Deep learning; Finance; Financial applications; Fraud detection; Machine learning; Portfolio management; Risk assessment; Deep learning; Algorithmic trading; Finance; Financial applications; Risk assessment; Machine learning; Portfolio management; Fraud detection; Computational intelligence

Computational intelligence in finance has been a very popular topic for both academia and financial industry in the last few decades. Numerous studies have been published resulting in various models. Meanwhile, within the Machine Learning (ML) field, Deep Learning (DL) started getting a lot of atten...