| Document title | Author | Years | Source |
|---|---|---|---|
| Statistical arbitrage powered by Explainable Artificial Intelligence | Carta, S., Consoli, S., Podda, A.S., Recupero, D.R., Stanciu, M.M. | 2022 | Expert Systems with Applications |
| Fully-automated deep learning pipeline for segmentation and classification of breast ultrasound images | Podda, A.S., Balia, R., Barra, S., Carta, S., Fenu, G., Piano, L. | 2022 | Journal of Computational Science |
| VSTAR: Visual Semantic Thumbnails and tAgs Revitalization | Carta, S., Giuliani, A., Piano, L., Podda, A.S., Reforgiato Recupero, D. | 2022 | Expert Systems with Applications |
| FootApp: An AI-powered system for football match annotation | Barra, S., Carta, S.M., Giuliani, A., Pisu, A., Podda, A.S., Riboni, D. | 2022 | Multimedia Tools and Applications |
| A blockchain-based distributed paradigm to secure localization services | Saia, R., Podda, A.S., Pompianu, L., Reforgiato Recupero, D., Fenu, G. | 2021 | Sensors |
| A multi-layer and multi-ensemble stock trader using deep learning and deep reinforcement learning | Carta, S., Corriga, A., Ferreira, A., Podda, A.S., Recupero, D.R. | 2021 | Applied Intelligence |
| Multi-DQN: An ensemble of Deep Q-learning agents for stock market forecasting | Carta, S., Ferreira, A., Podda, A.S., Reforgiato Recupero, D., Sanna, A. | 2021 | Expert Systems with Applications |
| Event Detection in Finance Using Hierarchical Clustering Algorithms on News and Tweets | Carta, S., Consoli, S., Piras, L., Podda, A.S., Recupero, D.R. | 2021 | PeerJ Computer Science |
| Ensembling and Dynamic Asset Selection for Risk-Controlled Statistical Arbitrage | Carta, S.M., Consoli, S., Podda, A.S., Recupero, D.R., Stanciu, M.M. | 2021 | IEEE Access |
| Explainable Machine Learning Exploiting News and Domain-Specific Lexicon for Stock Market Forecasting | Carta, S.M., Consoli, S., Piras, L., Podda, A.S., Recupero, D.R. | 2021 | IEEE Access |
| A local feature engineering strategy to improve network anomaly detection | Carta, S., Podda, A.S., Recupero, D.R., Saia, R. | 2020 | Future Internet |
| Popularity prediction of instagram posts | Carta, S., Podda, A.S., Recupero, D.R., Saia, R., Usai, G. | 2020 | Information (Switzerland) |
| Analysis of a consensus protocol for extending consistent subchains on the bitcoin blockchain | Longo, R., Podda, A.S., Saia, R. | 2020 | Computation |
| Deep learning and time series-To-image encoding for financial forecasting | Barra, S., Carta, S.M., Corriga, A., Podda, A.S., Recupero, D.R. | 2020 | IEEE/CAA Journal of Automatica Sinica |