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29-06-2020 | Issue 3/2020

Annals of Data Science 3/2020

Deep Learning and Implementations in Banking

Journal:
Annals of Data Science > Issue 3/2020
Authors:
Hossein Hassani, Xu Huang, Emmanuel Silva, Mansi Ghodsi
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Abstract

Data-driven technologies have been changing every aspect of human life and the fast-developing banking sector with its data-rich nature has become the implementation field of these fast-evolving technologies. Deep learning, as one of the emerging technologies in recent years, has also been inevitably adopted for various improvements in banking. To the best of our knowledge, there is no comprehensive literature review, which focuses on specifically deep learning and its implementations in banking. Therefore, this paper investigates the deep learning technology in-depth and summarizes the relevant applications in banking so to contribute to the existing literature. Moreover, by providing a reliable and up-to-date review, it is also aimed to serve as the one-stop repository for banks and researchers who are interested in embracing deep learning, whilst bringing insights for the directions of future research and implementation.

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