Edson Pindza
Biographic Data
| ID | 1853770 |
|---|---|
| NAME | Edson Pindza |
| GIVEN NAMES | Edson |
| FAMILY NAME | Pindza |
| SIGNATURE | PINDZA E |
| AFFILIATIONS | University of South Africa |
| ORCID | 0000-0003-3207-8067 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 1 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2025 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
Sentiment-driven cryptocurrency forecasting
Predicting cryptocurrency prices is challenging due to market volatility and external influences like social media sentiment. This study integrates Twitter sentiment analysis with deep learning models (LSTM, GRU, Bi-LSTM, and Temporal Attention Model) to enhance Bitcoin price forecasting. Sentiment features were extracted using VADER and RoBERTa, with findings showing that RoBERTa-based models significantly outperform VADER. Bi-LSTM (RoBERTa) ach…
No prominent works on this page.
Sentiment-driven cryptocurrency forecasting
Predicting cryptocurrency prices is challenging due to market volatility and external influences like social media sentiment. This study integrates Twitter sentiment analysis with deep learning models (LSTM, GRU, Bi-LSTM, and Temporal Attention Model) to enhance Bitcoin price forecasting. Sentiment features were extracted using VADER and RoBERTa, with findings showing that RoBERTa-based models significantly outperform VADER. Bi-LSTM (RoBERTa) ach…
Artificial Intelligence (1 works) · Complex Network Analysis Techniques (1 works) · Complex Systems and Time Series Analysis (1 works) · Computer Science (1 works) · Computer security (1 works) · Cryptocurrency (1 works) · Machine learning (1 works) · Opinion Dynamics and Social Influence (1 works) · Sentiment analysis (1 works)