Alessandro Sebastian Podda

55 papers B 3C 1Misc 2Journal 27Unranked 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
Are LLMs adequate SPARQL query generators? Investigating zero-shot NL-to-SPARQL translation.
Neural Comput. Appl.
Alessandro Giuliani, Marco Manolo Manca, Leonardo Piano, Alessandro Sebastian Podda, Livio Pompianu, Sandro Gabriele Tiddia
2025 J jnl
A deep learning strategy for the 3D segmentation of colorectal tumors from ultrasound imaging.
Image Vis. Comput.
Alessandro Sebastian Podda, Riccardo Balia, Marco Manolo Manca, Jacopo Martellucci, Livio Pompianu
2025 J jnl
Corporate risk stratification through an interpretable autoencoder-based model.
Comput. Oper. Res.
Alessandro Giuliani, Roberto Savona, Salvatore Carta, Gianmarco Addari, Alessandro Sebastian Podda
2025 — conf
Explainable Knowledge Access: Recursive and Rerank-Based RAG for Interpretable QA.
IJCCI (3)
Melchiorre Cosseddu, Alessandro Giuliani, Marco Manolo Manca, Marco Pilloni, Alessandro Sebastian Podda, Sandro Gabriele Tiddia
2025 — conf
Preserving Sardinian Linguistic Diversity: An Automatic Language Identifier Approach.
ICIAP (Workshops 2)
Salvatore M. Carta, Gianni Fenu, Alessandro Giuliani, Marco Manolo Manca, Mirko Marras, Leonardo Piano, Alessandro Sebastian Podda
2025 — conf
Roadwatch: An Integrated Architecture for AI-Powered Surveillance and Anomaly Detection in Traffic Areas.
CHIRA (2)
Roberto Saia, Alessandro Sebastian Podda, Livio Pompianu, Mirko Marras, Nicola Floris, Salvatore Carta
2025 — conf
XAI-Driven Solutions to Enhance Safety for Limited-Mobility Road Users.
IJCCI (3)
Gianmarco Cherchi, Nicola Floris, Alessandro Sebastian Podda, Livio Pompianu, Roberto Saia, Riccardo Scateni
2024 B conf
A Zero-Shot Strategy for Knowledge Graph Engineering Using GPT-3.5.
KES
Salvatore Carta, Alessandro Giuliani, Marco Manolo Manca, Leonardo Piano, Alessandro Sebastian Podda, Livio Pompianu, Sandro Gabriele Tiddia
2024 J jnl
Artificial Intelligence Methods for Smart Cities.
Sensors
Alessandro Sebastian Podda, Salvatore Carta, Silvio Barra
2024 — conf
Automated Classification of Test Tubes Based on Uncontrolled Image Analysis.
MetroXRAINE
Riccardo Balia, Silvio Barra, Alessandro Sebastian Podda, Livio Pompianu, Mara Sangiovanni, Gianni Fenu
2024 J jnl
CARgram: CNN-based accident recognition from road sounds through intensity-projected spectrogram analysis.
Digit. Signal Process.
Alessandro Sebastian Podda, Riccardo Balia, Livio Pompianu, Salvatore Carta, Gianni Fenu, Roberto Saia
2024 — conf
EEG Biometrics with GAN Integration for Secure Smart City Data Access.
CHIRA (1)
Roberto Saia, Riccardo Balia, Alessandro Sebastian Podda, Livio Pompianu, Salvatore Carta, Alessia Pisu
2024 — conf
Enhancing EEG-Based User Verification with a Normalized Neural Network Ensemble Approach.
CHIRA (1)
Roberto Saia, Riccardo Balia, Alessandro Sebastian Podda, Livio Pompianu, Salvatore Carta, Alessia Pisu
2024 Misc conf
Enhancing IDS with Ensemble LSTM Networks Using Real and GAN Data.
ITNAC
Roberto Saia, Salvatore Carta, Gianni Fenu, Alessandro Sebastian Podda, Livio Pompianu
2024 — conf
HUMAD 2024: International Workshop on Human-Centered Modeling and Adaptation for Digital Transformation.
UMAP (Adjunct Publication)
Simone Balloccu, Alessandro Sebastian Podda, Livio Pompianu, Roberto Saia, Angelo Antonio Salatino
2024 Misc conf
Investigating the Effectiveness of 3D Monocular Object Detection Methods for Roadside Scenarios.
SAC
Silvio Barra, Mirko Marras, Sondos Mohamed, Alessandro Sebastian Podda, Roberto Saia
2024 J jnl
LIMBA: An Open-Source Framework for the Preservation and Valorization of Low-Resource Languages using Generative Models.
CoRR
Salvatore M. Carta, Stefano Chessa, Giulia Contu, Andrea Corriga, Andrea Deidda, Gianni Fenu, Luca Frigau, Alessandro Giuliani, Luca Grassi, Marco Manolo Manca, Mirko Marras, Francesco Mola, Bastianino Mossa, Piergiorgio Mura, Marco Ortu, Leonardo Piano, Simone Pisano, Alessia Pisu, Alessandro Sebastian Podda, Livio Pompianu, Simone Seu, Sandro Gabriele Tiddia
2024 J jnl
Multi-scale deep learning ensemble for segmentation of endometriotic lesions.
Neural Comput. Appl.
Alessandro Sebastian Podda, Riccardo Balia, Silvio Barra, Salvatore Carta, Manuela Neri, Stefano Guerriero, Leonardo Piano
2024 — conf
RoadSense3D: A Framework for Roadside Monocular 3D Object Detection.
UMAP (Adjunct Publication)
Salvatore Carta, Modesto Castrillón Santana, Mirko Marras, Sondos Mohamed, Alessandro Sebastian Podda, Roberto Saia, Marco Sau, Walter Zimmer
2023 — conf
Can Existing 3D Monocular Object Detection Methods Work in Roadside Contexts? A Reproducibility Study.
AI*IA
Silvio Barra, Mirko Marras, Sondos Mohamed, Alessandro Sebastian Podda, Roberto Saia
2023 — conf
Empowering Digital Transformation in Tourism through Intelligent Methods for Representation and Exploitation of Cultural Heritage Knowledge (full paper).
IAI4CH@AI*IA
Salvatore Carta, Gianni Fenu, Alessandro Giuliani, Marco Manolo Manca, Mirko Marras, Leonardo Piano, Alessandro Sebastian Podda, Livio Pompianu, Sandro Gabriele Tiddia
2023 J jnl
FootApp: An AI-powered system for football match annotation.
Multim. Tools Appl.
Silvio Barra, Salvatore M. Carta, Alessandro Giuliani, Alessia Pisu, Alessandro Sebastian Podda, Daniele Riboni
2023 J jnl
Iterative Zero-Shot LLM Prompting for Knowledge Graph Construction.
CoRR
Salvatore Carta, Alessandro Giuliani, Leonardo Piano, Alessandro Sebastian Podda, Livio Pompianu, Sandro Gabriele Tiddia
2023 B conf
SailGenie: SAiling expertIse to knowLedge Graph through opEN Information Extraction.
KES
Salvatore Carta, Pietro Fariello, Alessandro Giuliani, Leonardo Piano, Alessandro Sebastian Podda, Sandro Gabriele Tiddia
2022 — conf
A Practical Approach for Vehicle Speed Estimation in Smart Cities.
LOD (1)
Silvio Barra, Salvatore Carta, Antonello Meloni, Alessandro Sebastian Podda, Diego Reforgiato Recupero
2022 J jnl
An eXplainable Artificial Intelligence tool for statistical arbitrage.
Softw. Impacts
Salvatore Carta, Sergio Consoli, Alessandro Sebastian Podda, Diego Reforgiato Recupero, Maria Madalina Stanciu
2022 J jnl
CulturAI: Semantic Enrichment of Cultural Data Leveraging Artificial Intelligence.
IEEE Access
Salvatore M. Carta, Sergio Consoli, Alessandro Giuliani, Alessandro Sebastian Podda, Diego Reforgiato Recupero
2022 J jnl
Fully-automated deep learning pipeline for segmentation and classification of breast ultrasound images.
J. Comput. Sci.
Alessandro Sebastian Podda, Riccardo Balia, Silvio Barra, Salvatore Carta, Gianni Fenu, Leonardo Piano
2022 J jnl
Statistical arbitrage powered by Explainable Artificial Intelligence.
Expert Syst. Appl.
Salvatore Carta, Sergio Consoli, Alessandro Sebastian Podda, Diego Reforgiato Recupero, Maria Madalina Stanciu
2022 J jnl
VSTAR: Visual Semantic Thumbnails and tAgs Revitalization.
Expert Syst. Appl.
Salvatore Carta, Alessandro Giuliani, Leonardo Piano, Alessandro Sebastian Podda, Diego Reforgiato Recupero
2021 J jnl
A Blockchain-Based Distributed Paradigm to Secure Localization Services.
Sensors
Roberto Saia, Alessandro Sebastian Podda, Livio Pompianu, Diego Reforgiato Recupero, Gianni Fenu
2021 — conf
A Deep Learning Solution for Integrated Traffic Control Through Automatic License Plate Recognition.
ICCSA (3)
Riccardo Balia, Silvio Barra, Salvatore Carta, Gianni Fenu, Alessandro Sebastian Podda, Nicola Sansoni
2021 J jnl
A multi-layer and multi-ensemble stock trader using deep learning and deep reinforcement learning.
Appl. Intell.
Salvatore Carta, Andrea Corriga, Anselmo Ferreira, Alessandro Sebastian Podda, Diego Reforgiato Recupero
2021 — conf
Decomposing Training Data to Improve Network Intrusion Detection Performance.
KDIR
Roberto Saia, Alessandro Sebastian Podda, Gianni Fenu, Riccardo Balia
2021 J jnl
Ensembling and Dynamic Asset Selection for Risk-Controlled Statistical Arbitrage.
IEEE Access
Salvatore M. Carta, Sergio Consoli, Alessandro Sebastian Podda, Diego Reforgiato Recupero, Maria Madalina Stanciu
2021 J jnl
Event detection in finance using hierarchical clustering algorithms on news and tweets.
PeerJ Comput. Sci.
Salvatore Carta, Sergio Consoli, Luca Piras, Alessandro Sebastian Podda, Diego Reforgiato Recupero
2021 — conf
Explainable AI for Financial Forecasting.
LOD
Salvatore Carta, Alessandro Sebastian Podda, Diego Reforgiato Recupero, Maria Madalina Stanciu
2021 J jnl
Explainable Machine Learning Exploiting News and Domain-Specific Lexicon for Stock Market Forecasting.
IEEE Access
Salvatore M. Carta, Sergio Consoli, Luca Piras, Alessandro Sebastian Podda, Diego Reforgiato Recupero
2021 J jnl
FootApp: an AI-Powered System for Football Match Annotation.
CoRR
Silvio Barra, Salvatore M. Carta, Alessandro Giuliani, Alessia Pisu, Alessandro Sebastian Podda, Daniele Riboni
2021 — conf
Heimdall: an AI-based infrastructure for traffic monitoring and anomalies detection.
PerCom Workshops
Andrea Atzori, Silvio Barra, Salvatore Carta, Gianni Fenu, Alessandro Sebastian Podda
2021 J jnl
Heimdall: an AI-based infrastructure for traffic monitoring and anomalies detection.
CoRR
Andrea Atzori, Silvio Barra, Salvatore Carta, Gianni Fenu, Alessandro Sebastian Podda
2021 J jnl
Multi-DQN: An ensemble of Deep Q-learning agents for stock market forecasting.
Expert Syst. Appl.
Salvatore Carta, Anselmo Ferreira, Alessandro Sebastian Podda, Diego Reforgiato Recupero, Antonio Sanna
2021 — conf
Natural Interaction with Traffic Control Cameras Through Multimodal Interfaces.
HCI (36)
Marco Grazioso, Alessandro Sebastian Podda, Silvio Barra, Francesco Cutugno
2021 J jnl
Natural interaction with traffic control cameras through multimodal interfaces.
CoRR
Marco Grazioso, Alessandro Sebastian Podda, Silvio Barra, Francesco Cutugno
2020 B conf
A Voice User Interface for football event tagging applications.
AVI
Silvio Barra, Alessandro Carcangiu, Salvatore Carta, Alessandro Sebastian Podda, Daniele Riboni
2020 — conf
An overview of blockchain-based systems and smart contracts for digital coupons.
ICSE (Workshops)
Alessandro Sebastian Podda, Livio Pompianu
2020 J jnl
Analysis of a Consensus Protocol for Extending Consistent Subchains on the Bitcoin Blockchain.
Comput.
Riccardo Longo, Alessandro Sebastian Podda, Roberto Saia
2020 J jnl
Deep learning and time series-to-image encoding for financial forecasting.
IEEE CAA J. Autom. Sinica
Silvio Barra, Salvatore M. Carta, Andrea Corriga, Alessandro Sebastian Podda, Diego Reforgiato Recupero
2020 — conf
Dynamic Industry-Specific Lexicon Generation for Stock Market Forecast.
LOD (1)
Salvatore Carta, Sergio Consoli, Luca Piras, Alessandro Sebastian Podda, Diego Reforgiato Recupero
2020 — conf
HawkEye: a Visual Framework for Agile Cross-Validation of Deep Learning Approaches in Financial Forecasting.
ICFNDS
Salvatore Carta, Sergio Consoli, Andrea Corriga, Raffaele Dapiaggi, Alessandro Sebastian Podda, Diego Reforgiato Recupero
2020 J jnl
Popularity Prediction of Instagram Posts.
Inf.
Salvatore Carta, Alessandro Sebastian Podda, Diego Reforgiato Recupero, Roberto Saia, Giovanni Usai
2017 — conf
A Proof-of-Stake Protocol for Consensus on Bitcoin Subchains.
Financial Cryptography Workshops
Massimo Bartoletti, Stefano Lande, Alessandro Sebastian Podda
2017 J jnl
A Proof-of-Stake protocol for consensus on Bitcoin subchains.
IACR Cryptol. ePrint Arch.
Massimo Bartoletti, Stefano Lande, Alessandro Sebastian Podda
2015 — conf
A Contract-Oriented Middleware.
FACS
Massimo Bartoletti, Tiziana Cimoli, Maurizio Murgia, Alessandro Sebastian Podda, Livio Pompianu
2015 C conf
Compliance and Subtyping in Timed Session Types.
FORTE
Massimo Bartoletti, Tiziana Cimoli, Maurizio Murgia, Alessandro Sebastian Podda, Livio Pompianu