| 2025 | CHIRA | Roadwatch: An Integrated Architecture for AI-Powered Surveillance and Anomaly Detection in Traffic Areas. | Roberto Saia, Alessandro Sebastian Podda, Livio Pompianu, Mirko Marras, Nicola Floris, Salvatore Carta |
| 2025 | IJCCI | XAI-Driven Solutions to Enhance Safety for Limited-Mobility Road Users. | Gianmarco Cherchi, Nicola Floris, Alessandro Sebastian Podda, Livio Pompianu, Roberto Saia, Riccardo Scateni |
| 2024 | CHIRA | Enhancing EEG-Based User Verification with a Normalized Neural Network Ensemble Approach. | Roberto Saia, Riccardo Balia, Alessandro Sebastian Podda, Livio Pompianu, Salvatore Carta, Alessia Pisu |
| 2024 | CHIRA | EEG Biometrics with GAN Integration for Secure Smart City Data Access. | Roberto Saia, Riccardo Balia, Alessandro Sebastian Podda, Livio Pompianu, Salvatore Carta, Alessia Pisu |
| 2024 | ITNAC | Enhancing IDS with Ensemble LSTM Networks Using Real and GAN Data. | Roberto Saia, Salvatore Carta, Gianni Fenu, Alessandro Sebastian Podda, Livio Pompianu |
| 2024 | SAC | Investigating the Effectiveness of 3D Monocular Object Detection Methods for Roadside Scenarios. | Silvio Barra, Mirko Marras, Sondos Mohamed, Alessandro Sebastian Podda, Roberto Saia |
| 2022 | EUSPN | A comparison of audio-based deep learning methods for detecting anomalous road events. | Riccardo Balia, Alessandro Giuliani, Leonardo Piano, Alessia Pisu, Roberto Saia, Nicola Sansoni |
| 2022 | SECRYPT | A Region-based Training Data Segmentation Strategy to Credit Scoring. | Roberto Saia, Salvatore Carta, Gianni Fenu, Livio Pompianu |
| 2022 | SECRYPT | Brain Waves and Evoked Potentials as Biometric User Identification Strategy: An Affordable Low-cost Approach. | Roberto Saia, Salvatore Carta, Gianni Fenu, Livio Pompianu |
| 2021 | IC3K | From Payment Services Directive 2 (PSD2) to Credit Scoring: A Case Study on an Italian Banking Institution. | Roberto Saia, Alessandro Giuliani, Livio Pompianu, Salvatore Carta |
| 2021 | IC3K | Decomposing Training Data to Improve Network Intrusion Detection Performance. | Roberto Saia, Alessandro Sebastian Podda, Gianni Fenu, Riccardo Balia |
| 2020 | IC3K | A Feature Space Transformation to Intrusion Detection Systems. | Roberto Saia, Salvatore Carta, Diego Reforgiato Recupero, Gianni Fenu |
| 2019 | IC3K | A Supervised Multi-class Multi-label Word Embeddings Approach for Toxic Comment Classification. | Salvatore Carta, Andrea Corriga, Riccardo Mulas, Diego Reforgiato Recupero, Roberto Saia |
| 2019 | IC3K | A Two-Step Feature Space Transforming Method to Improve Credit Scoring Performance. | Salvatore Carta, Gianni Fenu, Anselmo Ferreira, Diego Reforgiato Recupero, Roberto Saia |
| 2019 | IC3K | A Discretized Enriched Technique to Enhance Machine Learning Performance in Credit Scoring. | Roberto Saia, Salvatore Carta, Diego Reforgiato Recupero, Gianni Fenu, Marco Saia |
| 2019 | IC3K | A Discretized Extended Feature Space (DEFS) Model to Improve the Anomaly Detection Performance in Network Intrusion Detection Systems. | Roberto Saia, Salvatore Carta, Diego Reforgiato Recupero, Gianni Fenu, Maria Madalina Stanciu |
| 2018 | IC3K | A Probabilistic-driven Ensemble Approach to Perform Event Classification in Intrusion Detection System. | Roberto Saia, Salvatore Carta, Diego Reforgiato Recupero |
| 2017 | NSS | A Discrete Wavelet Transform Approach to Fraud Detection. | Roberto Saia |
| 2017 | SECRYPT | Evaluating Credit Card Transactions in the Frequency Domain for a Proactive Fraud Detection Approach. | Roberto Saia, Salvatore Carta |
| 2016 | EICS | Improving the Accuracy of Latent-space-based Recommender Systems by Introducing a Cut-off Criterion. | Ludovico Boratto, Salvatore Carta, Roberto Saia |
| 2016 | IC3K | A Linear-dependence-based Approach to Design Proactive Credit Scoring Models. | Roberto Saia, Salvatore Carta |
| 2016 | IC3K | Introducing a Vector Space Model to Perform a Proactive Credit Scoring. | Roberto Saia, Salvatore Carta |
| 2016 | ICDM | Exploiting a Determinant-Based Metric to Evaluate a Word-Embeddings Matrix of Items. | Ludovico Boratto, Salvatore Carta, Gianni Fenu, Roberto Saia |
| 2016 | RecSys | Representing Items as Word-Embedding Vectors and Generating Recommendations by Measuring their Linear Independence. | Ludovico Boratto, Salvatore Carta, Gianni Fenu, Roberto Saia |
| 2015 | BigData | A Latent Semantic Pattern Recognition Strategy for an Untrivial Targeted Advertising. | Roberto Saia, Ludovico Boratto, Salvatore Carta |
| 2015 | IC3K | Multiple Behavioral Models: A Divide and Conquer Strategy to Fraud Detection in Financial Data Streams. | Roberto Saia, Ludovico Boratto, Salvatore Carta |
| 2014 | IC3K | Semantic Coherence-based User Profile Modeling in the Recommender Systems Context. | Roberto Saia, Ludovico Boratto, Salvatore Carta |