Exploring topological data analysis tools into Blockchain Data Analytics

N. Atienza Martínez

The recent past years have been marked with the rise of Blockchain technology. Blockchain is a distributed database designed to guarantee the fidelity and security of a record of data without requiring a trusted central authority. This technology has already revolutionized many fields, specially the field of cryptocurrencies. All cryptocurrencies and cryptotokens transactions are permanently recorded on distributed ledgers and they are publicly available. As a result, the underlying transaction graphs are widely studying with graph usual techniques, and more recently, using topological data analysis. Our goal is to explore some of these topological data analysis tools applied to the study of those graphs, and try to find out if they can contribute with some relevant new information.

Keywords: blockchain persistent entropy cryptocurrencies

Scheduled

RSME-SEIO Invited Session: Topological Data Analysis
June 10, 2022  10:10 AM
A16

Other papers in the same session

Análisis topológico de imágenes etiquetadas representando una partición del plano.

M. J. Jiménez Rodríguez, B. Medrano Garfia

Topological Data Analysis of High-dimensional Correlation Structures

S. Prada Alonso

Some new perspectives on the estimation of the volume function

A. Cuevas González

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