Powered by OpenAIRE graph
Found an issue? Give us feedback
Claim

This Research product is the result of merged Research products in OpenAIRE.

You have already added 0 works in your ORCID record related to the merged Research product.

INTELLIGENT TIME SERIES DATA ANALYSIS OF CRYPTOCURRENCY MARKET DYNAMICS BASED ON OHLCV DATASET AND MOMENTUM TECHNICAL INDICATORS

descriptionPublicationkeyboard_double_arrow_right Article 01 Jan 2024Publisher:Odessa Polytechnic National UniversityJournal:ELECTRICAL AND COMPUTER SYSTEMS (issn: 2221-3937, eissn: 2221-3805, Copyright policy )
Authors: I. S. Uzun; M. V. Lobachev;

doi: 10.15276/eltecs.39.115.2024.7

INTELLIGENT TIME SERIES DATA ANALYSIS OF CRYPTOCURRENCY MARKET DYNAMICS BASED ON OHLCV DATASET AND MOMENTUM TECHNICAL INDICATORS

Abstract

Abstract. This article presents an analysis of the historical dynamics of the cryptocurrency market based on time series data using the OHLCV dataset. The study presents the results of calculations of the main cryptocurrency market momentum technical indicators. Using intelligent computational methods, the paper assesses patterns and trends in the data of major cryptocurrencies. The study emphasizes the importance of technical analysis in understanding the volatile landscape of digital currencies. Key words: time-series, data analysis, cryptocurrency market, momentum indicators, technical analysis indicators, OHLCV.

  • BIP!
    Impact byBIP!
    citations
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 1
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
Upload OA version
Are you the author of this publication? Upload your Open Access version to Zenodo!
It’s fast and easy, just two clicks!
uploadUpload now