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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 7 | Month- July 2024
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Paper Title
CRYPTOCURRENCY PRICE ANALYSIS USING MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE
Authors
Deepali A Patil, Tanmay A Jain, Mohamed Azeem R Khot, Bhargav D Joshi
Keywords
Long Short Term Memory, Recurrent Neural Network, Cryptocurrency, Machine Learning
Abstract
The role of Cryptocurrency has been really important in reshaping the financial system due to its increasing popular appeal and worldwide acceptance. A lot of people have started to make investments in Cryptocurrency, but the dynamical features, uncertainty, and predictability of Cryptocurrency are still mostly unknown, which dramatically risks the investments. It is a matter of trying to understand the factors that influence the value formation. In this study, we use advanced artificial intelligence frameworks of Long Short Term Memory (LSTM) and Recurrent Neural Network (RNN) to predict the price of different cryptocurrencies. Evaluation of these algorithms is carried out to determine better prediction to analyze the price dynamics of different cryptocurrencies including Bitcoin, Ethereum, and Ripple. However, the explanation of the predictability could vary depending on the design of the machine-learning model which is implemented.
IJCRT's Publication Details
Unique Identification Number - IJCRT2106763
Paper ID - 209360
Page Number(s) - g422-g424
Pubished in - Volume 9 | Issue 6 | June 2021
DOI (Digital Object Identifier) - http://doi.one/10.1729/Journal.39367
Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Deepali A Patil, Tanmay A Jain, Mohamed Azeem R Khot, Bhargav D Joshi, "CRYPTOCURRENCY PRICE ANALYSIS USING MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.9, Issue 6, pp.g422-g424, June 2021, Available at :http://www.ijcrt.org/papers/IJCRT2106763.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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