Alessandro Sebastian Podda

Deep learning and time series-to-image encoding for financial forecasting

Silvio Barra, Salvatore Carta, Andrea Corriga et al. · IEEE/CAA Journal of Automatica Sinica · 2020 · 259 citations

Computing, Computer Science, Finance +17

Multi-DQN: An ensemble of Deep Q-learning agents for stock market forecasting

Salvatore Carta, Anselmo Ferreira, Alessandro Sebastian Podda et al. · Expert Systems with Applications · 2020 · 216 citations

Computing, Data Science, Finance +14

A multi-layer and multi-ensemble stock trader using deep learning and deep reinforcement learning

Salvatore Carta, Andrea Corriga, Anselmo Ferreira et al. · Applied Intelligence · 2020 · 133 citations

Computing, Finance, Machine Learning +12

Explainable Machine Learning Exploiting News and Domain-Specific Lexicon for Stock Market Forecasting

Salvatore Carta, Sergio Consoli, Luca Piras et al. · IEEE Access · 2021 · 82 citations · Full text

Computing, Computer Science, Finance +17

Fully-automated deep learning pipeline for segmentation and classification of breast ultrasound images

Alessandro Sebastian Podda, Riccardo Balia, Silvio Barra et al. · Journal of Computational Science · 2022 · 56 citations · Full text

Computing, Computer Science, Radiology +14