Cryptocurrency price prediction using support vector regression

سال انتشار: 1401
نوع سند: مقاله کنفرانسی
زبان: انگلیسی
مشاهده: 157

فایل این مقاله در 14 صفحه با فرمت PDF قابل دریافت می باشد

استخراج به نرم افزارهای پژوهشی:

لینک ثابت به این مقاله:

شناسه ملی سند علمی:


تاریخ نمایه سازی: 31 اردیبهشت 1402

چکیده 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.

کلیدواژه ها:

Bitcoin ، prediction ، support vector regression ، signal decomposition into intrinsic.components


Moazam Aghajanpour Pasha

Master of science Computer Engineering