On Present Use of Machine Learning based Automation in Finance

Vibha Tripathi

2019

Abstract

In this paper, we survey the current known applications of Machine Learning based Data Analytics and automation in finance industry. We look into the challenges involved in furthering this technology, particularly in employing more Deep Learning approaches proven for successful automation in other domains. We enumerate observations on some of the barriers faced by the industry in effectively adopting and accelerating use of AI techniques, and finally propose more areas that we believe could further benefit from application of Machine Learning.

Paper Citation

in Harvard Style

Tripathi V. (2019). On Present Use of Machine Learning based Automation in Finance. In Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2019) - Volume 3: KMIS; ISBN 978-989-758-382-7, SciTePress, pages 412-418. DOI: 10.5220/0008480504120418

in Bibtex Style

@conference{kmis19,
author={Vibha Tripathi},
title={On Present Use of Machine Learning based Automation in Finance},
booktitle={Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2019) - Volume 3: KMIS},
year={2019},
pages={412-418},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0008480504120418},
isbn={978-989-758-382-7},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2019) - Volume 3: KMIS
TI - On Present Use of Machine Learning based Automation in Finance
SN - 978-989-758-382-7
AU - Tripathi V.
PY - 2019
SP - 412
EP - 418
DO - 10.5220/0008480504120418
PB - SciTePress