International Data Science & Engineering Symposium

Bitcoin Price Prediction by Using Artificial Neural Networks and Time Series

Derya SAĞ Ufuk CEBECİ

Abstract

Bitcoin is the most popular cryptocurrency in the market. Satoshi Nakamoto has created the Bitcoin in 2009. Bitcoin movements are a widely discussed topic nowadays. On the other hand, Today machine learning is effectively deployed in an extensive variety of fields from natural language processing to image processing, from medical applications to activity recognition. In this research, we collected and used data about the market value of Bitcoin. Also, Bitcoin is briefly described in this study. Artificial neural networks and time series techniques used to estimate the market value of Bitcoin. Finally, The paper concludes with critical considerations of recent developments and some recommendations for future researches.



Conference
International Data Science & Engineering Symposium
Keywords
Machine Learning Big Data Data Mining Bitcoin

Language
English

Subject
Engineering

Full Paper (PDF)

304 views
326 downloads