3 papers
q-fin.ST2025
Adaptive Temporal Fusion Transformers for Cryptocurrency Price Prediction
Arash Peik, Mohammad Ali Zare Chahooki, Amin Milani Fard +1
Precise short-term price prediction in the highly volatile cryptocurrency market is critical for informed trading strategies. Although Temporal Fusion Transformers (TFTs) have show…
cs.SI2025
Integrating Emotion Distribution Networks and Textual Message Analysis for X User Emotional State Classification
Pardis Moradbeiki, Mohammad Ali Zare Chahooki
As the popularity and reach of social networks continue to surge, a vast reservoir of opinions and sentiments across various subjects inundates these platforms. Among these, X soci…
cs.LG2024
Leveraging Time Series Categorization and Temporal Fusion Transformers to Improve Cryptocurrency Price Forecasting
Arash Peik, Mohammad Ali Zare Chahooki, Amin Milani Fard +1
Organizing and managing cryptocurrency portfolios and decision-making on transactions is crucial in this market. Optimal selection of assets is one of the main challenges that requ…