CIVILICA We Respect the Science
(ناشر تخصصی کنفرانسهای کشور / شماره مجوز انتشارات از وزارت فرهنگ و ارشاد اسلامی: ۸۹۷۱)

Cryptocurrency price prediction using support vector regression

عنوان مقاله: Cryptocurrency price prediction using support vector regression
شناسه ملی مقاله: METACONF01_041
منتشر شده در نخستین کنفرانس بین المللی فناوری متاورس، بلاک چین و ارز های دیجیتال در سال 1401
مشخصات نویسندگان مقاله:

Moazam Aghajanpour Pasha - Master of science Computer Engineering

خلاصه مقاله:
In this article, the goal is to predict the price of Bitcoin using the combined method of EMD and Support Vector Regression (SVR) algorithms. The proposed method uses the intrinsic component analysis method as a noise removal step in the training data. At the end, the MSE (Mean Square Error) of the proposed method was calculated and compared with the previous works, and the results show that the proposed method has less error than the previous statistical methods.

کلمات کلیدی:
Bitcoin, prediction, support vector regression, signal decomposition into intrinsic.components

صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/1661523/