Aspect-based sentiment analysis of Twitter influencers to predict the trend of cryptocurrencies based on hybrid deep transfer learning models

K Jahanbin, MAZ Chahooki - IEEE Access, 2023 - ieeexplore.ieee.org
With the expansion of social networks, sentiment analysis has become one of the hot topics
in machine learning. However, in traditional sentiment analysis, the text is considered of a …

An Integrated Fuzzy Analytic Network Process and Fuzzy Regression Method for Bitcoin Price Prediction

A Amiri, M Tavana, H Arman - Internet of Things, 2024 - Elsevier
Predicting the prices of cryptocurrencies is more complicated than that of classical financial
assets because they do not seem to have reached the maturity stage of their life. In addition …

Evaluating Time-Series Prediction of Temperature, Relative Humidity, and CO2 in the Greenhouse with Transformer-Based and RNN-Based Models

JY Ahn, Y Kim, H Park, SH Park, HK Suh - Agronomy, 2024 - mdpi.com
In greenhouses, plant growth is directly influenced by internal environmental conditions, and
therefore requires continuous management and proper environmental control. Inadequate …

Predicting Bitcoin price movement through Sentiment Analysis: A Comprehensive Study

H Nguyen Phuong, A Asemi, M Alshafeey - Proceedings of the …, 2024 - dl.acm.org
The people's feelings in tweets can affect on the direction of Bitcoin price. The study aimed
to figure out how much Twitter posts affect the price movement of Bitcoin. It was tried to find …

Analysis of approaches and their features to research the dynamics of cryptocurrencies

K Stryzhychenko - Збірник наукових праць Черкаського …, 2023 - er.chdtu.edu.ua
The purpose of the study is to provide a comparative analysis of approaches to analyzing
the trends in cryptocurrency dynamics. The paper analyzes the trends in cryptocurrency …

Prediksi harga bitcoin menggunakan transformer: Mengintegrasikan harga, sentimen, tren, dan volume Dalam analisis deret waktu multivariat

GIP Djuharis - repository.uinjkt.ac.id
Perkembangan teknologi bersandingan langsung dengan berkembangannya mata uang
kripto. Bitcoin mengalami kenaikan sebesar 75% hanya dengan jangka satu tahun pada …