3 papers
cs.CL2025
Bayesian Network Fusion of Large Language Models for Sentiment Analysis
Rasoul Amirzadeh, Dhananjay Thiruvady, Fatemeh Shiri
Large language models (LLMs) continue to advance, with an increasing number of domain-specific variants tailored for specialised tasks. However, these models often lack transparenc…
q-fin.ST2025
Causal Modelling of Cryptocurrency Price Movements Using Discretisation-Aware Bayesian Networks
Rasoul Amirzadeh, Asef Nazari, Dhananjay Thiruvady +1
This study identifies the key factors influencing the price movements of major cryptocurrencies, Bitcoin, Binance Coin, Ethereum, Litecoin, Ripple, and Tether, using Bayesian netwo…
cs.LG2024
Dynamic Bayesian Networks for Predicting Cryptocurrency Price Directions: Uncovering Causal Relationships
Rasoul Amirzadeh, Dhananjay Thiruvady, Asef Nazari +1
Cryptocurrencies have gained popularity across various sectors, especially in finance and investment. Despite their growing popularity, cryptocurrencies can be a high-risk investme…