PODDA, ALESSANDRO SEBASTIAN
PODDA, ALESSANDRO SEBASTIAN
DIPARTIMENTO DI MATEMATICA ED INFORMATICA
CARgram: CNN-based accident recognition from road sounds through intensity-projected spectrogram analysis
2024-01-01 Podda, Alessandro Sebastian; Balia, Riccardo; Pompianu, Livio; Carta, Salvatore; Fenu, Gianni; Saia, Roberto
Multi-scale deep learning ensemble for segmentation of endometriotic lesions
2024-01-01 Podda, Alessandro Sebastian; Balia, Riccardo; Barra, Silvio; Carta, Salvatore; Neri, Manuela; Guerriero, Stefano; Piano, Leonardo
A Practical Approach for Vehicle Speed Estimation in Smart Cities
2023-01-01 Barra, S.; Carta, S.; Meloni, A.; Podda, A. S.; Reforgiato Recupero, D.
Can Existing 3D Monocular Object Detection Methods Work in Roadside Contexts? A Reproducibility Study
2023-01-01 Barra, S.; Marras, M.; Mohamed, S.; Podda, A. S.; Saia, R.
FootApp: An AI-powered system for football match annotation
2023-01-01 Barra, S.; Carta, S. M.; Giuliani, A.; Pisu, A.; Podda, A. S.; Riboni, D.
An eXplainable Artificial Intelligence tool for statistical arbitrage
2022-01-01 Carta, S.; Consoli, S.; Podda, A. S.; Reforgiato Recupero, D.; Stanciu, M. M.
CulturAI: Semantic Enrichment of Cultural Data Leveraging Artificial Intelligence
2022-01-01 Carta, S.; Consoli, S.; Giuliani, A.; Podda, A. S.; Recupero Reforgiato, D. A. G.
Explainable AI for Financial Forecasting
2022-01-01 Carta, S.; Podda, A. S.; Reforgiato Recupero, D.; Stanciu, M. M.
Fully-automated deep learning pipeline for segmentation and classification of breast ultrasound images
2022-01-01 Podda, A. S.; Balia, R.; Barra, S.; Carta, S.; Fenu, G.; Piano, L.
Statistical arbitrage powered by Explainable Artificial Intelligence
2022-01-01 Carta, S.; Consoli, S.; Podda, A. S.; Reforgiato Recupero, D.; Stanciu, M. M.
VSTAR: Visual Semantic Thumbnails and tAgs Revitalization
2022-01-01 Carta, S.; Giuliani, A.; Piano, L.; Podda, A. S.; Reforgiato Recupero, D.
A blockchain-based distributed paradigm to secure localization services
2021-01-01 Saia, R.; Podda, A. S.; Pompianu, L.; Reforgiato Recupero, D.; Fenu, G.
A Deep Learning Solution for Integrated Traffic Control Through Automatic License Plate Recognition
2021-01-01 Balia, R.; Barra, S.; Carta, S.; Fenu, G.; Podda, A. S.; Sansoni, N.
A multi-layer and multi-ensemble stock trader using deep learning and deep reinforcement learning
2021-01-01 Carta, SALVATORE MARIO; Corriga, Andrea; Ferreira, Anselmo; Podda, ALESSANDRO SEBASTIAN; Diego, Reforgiato
Decomposing Training Data to Improve Network Intrusion Detection Performance
2021-01-01 Saia, R.; Podda, A. S.; Fenu, G.; Balia, R.
Ensembling and Dynamic Asset Selection for Risk-Controlled Statistical Arbitrage
2021-01-01 Carta, S. M.; Consoli, S.; Podda, A. S.; Reforgiato Recupero, D. A. G.; Stanciu, M. M.
Event Detection in Finance Using Hierarchical Clustering Algorithms on News and Tweets
2021-01-01 Carta, S.; Consoli, S.; Piras, L.; Podda, A. S.; Reforgiato Recupero, D. A. G.
Explainable Machine Learning Exploiting News and Domain-Specific Lexicon for Stock Market Forecasting
2021-01-01 Carta, S. M.; Consoli, S.; Piras, L.; Podda, A. S.; Reforgiato Recupero, D. A. G.
Heimdall: An AI-based infrastructure for traffic monitoring and anomalies detection
2021-01-01 Atzori, A.; Barra, S.; Carta, S.; Fenu, G.; Podda, A. S.
Multi-DQN: An ensemble of Deep Q-learning agents for stock market forecasting
2021-01-01 Carta, SALVATORE MARIO; Ferreira, Anselmo; Podda, ALESSANDRO SEBASTIAN; Diego, Reforgiato; Sanna, Antonio
| Titolo | Data di pubblicazione | Autore(i) | Rivista | Editore |
|---|---|---|---|---|
| CARgram: CNN-based accident recognition from road sounds through intensity-projected spectrogram analysis | 1-gen-2024 | Podda, Alessandro Sebastian; Balia, Riccardo; Pompianu, Livio; Carta, Salvatore; Fenu, Gianni; Saia, Roberto | DIGITAL SIGNAL PROCESSING | - |
| Multi-scale deep learning ensemble for segmentation of endometriotic lesions | 1-gen-2024 | Podda, Alessandro Sebastian; Balia, Riccardo; Barra, Silvio; Carta, Salvatore; Neri, Manuela; Guerriero, Stefano; Piano, Leonardo | NEURAL COMPUTING & APPLICATIONS | - |
| A Practical Approach for Vehicle Speed Estimation in Smart Cities | 1-gen-2023 | Barra, S.; Carta, S.; Meloni, A.; Podda, A. S.; Reforgiato Recupero, D. | - | Springer |
| Can Existing 3D Monocular Object Detection Methods Work in Roadside Contexts? A Reproducibility Study | 1-gen-2023 | Barra, S.; Marras, M.; Mohamed, S.; Podda, A. S.; Saia, R. | - | - |
| FootApp: An AI-powered system for football match annotation | 1-gen-2023 | Barra, S.; Carta, S. M.; Giuliani, A.; Pisu, A.; Podda, A. S.; Riboni, D. | MULTIMEDIA TOOLS AND APPLICATIONS | - |
| An eXplainable Artificial Intelligence tool for statistical arbitrage | 1-gen-2022 | Carta, S.; Consoli, S.; Podda, A. S.; Reforgiato Recupero, D.; Stanciu, M. M. | SOFTWARE IMPACTS | - |
| CulturAI: Semantic Enrichment of Cultural Data Leveraging Artificial Intelligence | 1-gen-2022 | Carta, S.; Consoli, S.; Giuliani, A.; Podda, A. S.; Recupero Reforgiato, D. A. G. | IEEE ACCESS | - |
| Explainable AI for Financial Forecasting | 1-gen-2022 | Carta, S.; Podda, A. S.; Reforgiato Recupero, D.; Stanciu, M. M. | - | Springer |
| Fully-automated deep learning pipeline for segmentation and classification of breast ultrasound images | 1-gen-2022 | Podda, A. S.; Balia, R.; Barra, S.; Carta, S.; Fenu, G.; Piano, L. | JOURNAL OF COMPUTATIONAL SCIENCE | - |
| Statistical arbitrage powered by Explainable Artificial Intelligence | 1-gen-2022 | Carta, S.; Consoli, S.; Podda, A. S.; Reforgiato Recupero, D.; Stanciu, M. M. | EXPERT SYSTEMS WITH APPLICATIONS | - |
| VSTAR: Visual Semantic Thumbnails and tAgs Revitalization | 1-gen-2022 | Carta, S.; Giuliani, A.; Piano, L.; Podda, A. S.; Reforgiato Recupero, D. | EXPERT SYSTEMS WITH APPLICATIONS | - |
| A blockchain-based distributed paradigm to secure localization services | 1-gen-2021 | Saia, R.; Podda, A. S.; Pompianu, L.; Reforgiato Recupero, D.; Fenu, G. | SENSORS | - |
| A Deep Learning Solution for Integrated Traffic Control Through Automatic License Plate Recognition | 1-gen-2021 | Balia, R.; Barra, S.; Carta, S.; Fenu, G.; Podda, A. S.; Sansoni, N. | - | Springer Science and Business Media Deutschland GmbH |
| A multi-layer and multi-ensemble stock trader using deep learning and deep reinforcement learning | 1-gen-2021 | Carta, SALVATORE MARIO; Corriga, Andrea; Ferreira, Anselmo; Podda, ALESSANDRO SEBASTIAN; Diego, Reforgiato | APPLIED INTELLIGENCE | - |
| Decomposing Training Data to Improve Network Intrusion Detection Performance | 1-gen-2021 | Saia, R.; Podda, A. S.; Fenu, G.; Balia, R. | - | Science and Technology Publications, Lda |
| Ensembling and Dynamic Asset Selection for Risk-Controlled Statistical Arbitrage | 1-gen-2021 | Carta, S. M.; Consoli, S.; Podda, A. S.; Reforgiato Recupero, D. A. G.; Stanciu, M. M. | IEEE ACCESS | - |
| Event Detection in Finance Using Hierarchical Clustering Algorithms on News and Tweets | 1-gen-2021 | Carta, S.; Consoli, S.; Piras, L.; Podda, A. S.; Reforgiato Recupero, D. A. G. | PEERJ. COMPUTER SCIENCE. | - |
| Explainable Machine Learning Exploiting News and Domain-Specific Lexicon for Stock Market Forecasting | 1-gen-2021 | Carta, S. M.; Consoli, S.; Piras, L.; Podda, A. S.; Reforgiato Recupero, D. A. G. | IEEE ACCESS | - |
| Heimdall: An AI-based infrastructure for traffic monitoring and anomalies detection | 1-gen-2021 | Atzori, A.; Barra, S.; Carta, S.; Fenu, G.; Podda, A. S. | - | Institute of Electrical and Electronics Engineers Inc. |
| Multi-DQN: An ensemble of Deep Q-learning agents for stock market forecasting | 1-gen-2021 | Carta, SALVATORE MARIO; Ferreira, Anselmo; Podda, ALESSANDRO SEBASTIAN; Diego, Reforgiato; Sanna, Antonio | EXPERT SYSTEMS WITH APPLICATIONS | - |