Bitcoin Trading using LSTM

DOI

10.2991/978-94-6463-102-9_153How to use a DOI?

Keywords

Bitcoin; LSTM; Neural network; Machine learning

Abstract

Bitcoin is a high-risk and high-yield investment, and in recent years, more and more investors have begun to pay attention to Bitcoin, but its riskiness has deterred many. However, the data over the past few years has continued to show that Bitcoin is exceptionally profitable, and holding Bitcoin for a long time is an investment option. This paper analyzes how to use Bitcoin and gold for venture capital and uses LSTM neural network to demonstrate its capability in trading. Furthermore, this paper delineates the novel strategy making combined with LSTM and a traditional technical indicator which yield more winning rate.

Copyright

© 2023 The Author(s)

Open Access

Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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TY  - CONF
AU  - Houhan Lu
PY  - 2022
DA  - 2022/12/29
TI  - Bitcoin Trading using LSTM
BT  - Proceedings of the 2022 2nd International Conference on Business Administration and Data Science (BADS 2022)
PB  - Atlantis Press
SP  - 1457
EP  - 1471
SN  - 2589-4900
UR  - https://doi.org/10.2991/978-94-6463-102-9_153
DO  - 10.2991/978-94-6463-102-9_153
ID  - Lu2022
ER  -