CincoCrypto - A Cryptocurrency Price Forecasting Tool For Everyone - PhDData

Access database of worldwide thesis




CincoCrypto – A Cryptocurrency Price Forecasting Tool For Everyone

The thesis was published by Lara de Leyva, Gonzalo, in January 2023, Aalborg University.

Abstract:

In the last decade, cryptocurrencies have become ever more popular but so have cryptocurrency investment scams. In order for investors to make safe, well-informed investments in the cryptocurrency market, this project proposes a price forecasting tool, named CincoCrypto, which is developed to be a simple, open-source alternative targeted to all audiences. Four Machine Learning models are trained in the tool, using financial data from 1-year datasets to make 1-day ahead predictions. The results show that the Space Vector Regression model is the fastest whereas the Convolutional Neural Network model is the most accurate of the four.



Read the last PhD tips