PODDA, ALESSANDRO SEBASTIAN
PODDA, ALESSANDRO SEBASTIAN
DIPARTIMENTO DI MATEMATICA ED INFORMATICA
A deep learning strategy for the 3D segmentation of colorectal tumors from ultrasound imaging
2025-01-01 Podda, A. S.; Balia, R.; Manca, M. M.; Martellucci, J.; Pompianu, L.
Corporate risk stratification through an interpretable autoencoder-based model
2025-01-01 Giuliani, Alessandro; Savona, Roberto; Carta, Salvatore; Addari, Gianmarco; Podda, Alessandro Sebastian
EEG Biometrics with GAN Integration for Secure Smart City Data Access
2025-01-01 Saia, Roberto; Balia, Riccardo; Podda, Alessandro Sebastian; Pompianu, Livio; Carta, Salvatore; Pisu, Alessia
Enhancing EEG-Based User Verification with a Normalized Neural Network Ensemble Approach
2025-01-01 Saia, Roberto; Balia, Riccardo; Podda, Alessandro Sebastian; Pompianu, Livio; Carta, Salvatore; Pisu, Alessia
A Zero-Shot Strategy for Knowledge Graph Engineering Using GPT-3.5
2024-01-01 Carta, Salvatore; Giuliani, Alessandro; Manca, Marco Manolo; Piano, Leonardo; Podda, Alessandro Sebastian; Pompianu, Livio; Tiddia, Sandro Gabriele
Automated Classification of Test Tubes Based on Uncontrolled Image Analysis
2024-01-01 Balia, Riccardo; Barra, Silvio; Podda, Alessandro Sebastian; Pompianu, Livio; Sangiovanni, Mara; Fenu, Gianni
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
Enhancing IDS with Ensemble LSTM Networks Using Real and GAN Data
2024-01-01 Saia, Roberto; Carta, Salvatore; Fenu, Gianni; Podda, Alessandro Sebastian; Pompianu, Livio
HUMAD 2024: International Workshop on Human-Centered Modeling and Adaptation for Digital Transformation
2024-01-01 Balloccu, Simone; Podda, Alessandro Sebastian; Pompianu, Livio; Saia, Roberto; Salatino, Angelo Antonio
Investigating the Effectiveness of 3D Monocular Object Detection Methods for Roadside Scenarios
2024-01-01 Barra, S.; Marras, M.; Mohamed, S.; Podda, A. S.; Saia, R.
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
RoadSense3D: A Framework for Roadside Monocular 3D Object Detection
2024-01-01 Carta, S.; Castrillon-Santana, M.; Marras, M.; Mohamed, S.; Podda, A. S.; Saia, R.; Sau, M.; Zimmer, W.
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.
Empowering Digital Transformation in Tourism through Intelligent Methods for Representation and Exploitation of Cultural Heritage Knowledge
2023-01-01 Carta, S.; Fenu, G.; Giuliani, A.; Manca, M. M.; Marras, M.; Piano, L.; Podda, A. S.; Pompianu, L.; Tiddia, S. G.
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.
SailGenie: SAiling expertIse to knowLedge Graph through opEN Information Extraction
2023-01-01 Carta, Salvatore; Fariello, Pietro; Giuliani, Alessandro; Piano, Leonardo; Podda, Alessandro Sebastian; Tiddia, Sandro Gabriele
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.
| Titolo | Data di pubblicazione | Autore(i) | Rivista | Editore |
|---|---|---|---|---|
| A deep learning strategy for the 3D segmentation of colorectal tumors from ultrasound imaging | 1-gen-2025 | Podda, A. S.; Balia, R.; Manca, M. M.; Martellucci, J.; Pompianu, L. | IMAGE AND VISION COMPUTING | - |
| Corporate risk stratification through an interpretable autoencoder-based model | 1-gen-2025 | Giuliani, Alessandro; Savona, Roberto; Carta, Salvatore; Addari, Gianmarco; Podda, Alessandro Sebastian | COMPUTERS & OPERATIONS RESEARCH | - |
| EEG Biometrics with GAN Integration for Secure Smart City Data Access | 1-gen-2025 | Saia, Roberto; Balia, Riccardo; Podda, Alessandro Sebastian; Pompianu, Livio; Carta, Salvatore; Pisu, Alessia | - | Springer Science and Business Media Deutschland GmbH |
| Enhancing EEG-Based User Verification with a Normalized Neural Network Ensemble Approach | 1-gen-2025 | Saia, Roberto; Balia, Riccardo; Podda, Alessandro Sebastian; Pompianu, Livio; Carta, Salvatore; Pisu, Alessia | - | Springer Science and Business Media Deutschland GmbH |
| A Zero-Shot Strategy for Knowledge Graph Engineering Using GPT-3.5 | 1-gen-2024 | Carta, Salvatore; Giuliani, Alessandro; Manca, Marco Manolo; Piano, Leonardo; Podda, Alessandro Sebastian; Pompianu, Livio; Tiddia, Sandro Gabriele | PROCEDIA COMPUTER SCIENCE | - |
| Automated Classification of Test Tubes Based on Uncontrolled Image Analysis | 1-gen-2024 | Balia, Riccardo; Barra, Silvio; Podda, Alessandro Sebastian; Pompianu, Livio; Sangiovanni, Mara; Fenu, Gianni | - | Institute of Electrical and Electronics Engineers Inc. |
| 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 | - |
| Enhancing IDS with Ensemble LSTM Networks Using Real and GAN Data | 1-gen-2024 | Saia, Roberto; Carta, Salvatore; Fenu, Gianni; Podda, Alessandro Sebastian; Pompianu, Livio | - | Institute of Electrical and Electronics Engineers Inc. |
| HUMAD 2024: International Workshop on Human-Centered Modeling and Adaptation for Digital Transformation | 1-gen-2024 | Balloccu, Simone; Podda, Alessandro Sebastian; Pompianu, Livio; Saia, Roberto; Salatino, Angelo Antonio | - | Association for Computing Machinery |
| Investigating the Effectiveness of 3D Monocular Object Detection Methods for Roadside Scenarios | 1-gen-2024 | Barra, S.; Marras, M.; Mohamed, S.; Podda, A. S.; Saia, R. | - | Association for Computing Machinery |
| 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 | - |
| RoadSense3D: A Framework for Roadside Monocular 3D Object Detection | 1-gen-2024 | Carta, S.; Castrillon-Santana, M.; Marras, M.; Mohamed, S.; Podda, A. S.; Saia, R.; Sau, M.; Zimmer, W. | - | Association for Computing Machinery, Inc |
| 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. | - | - |
| Empowering Digital Transformation in Tourism through Intelligent Methods for Representation and Exploitation of Cultural Heritage Knowledge | 1-gen-2023 | Carta, S.; Fenu, G.; Giuliani, A.; Manca, M. M.; Marras, M.; Piano, L.; Podda, A. S.; Pompianu, L.; Tiddia, S. G. | - | CEUR-WS |
| 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 | - |
| SailGenie: SAiling expertIse to knowLedge Graph through opEN Information Extraction | 1-gen-2023 | Carta, Salvatore; Fariello, Pietro; Giuliani, Alessandro; Piano, Leonardo; Podda, Alessandro Sebastian; Tiddia, Sandro Gabriele | PROCEDIA COMPUTER SCIENCE | - |
| 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 |