Alessandro Sebastian Podda

According to our database, Alessandro Sebastian Podda authored at least 39 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Corporate risk stratification through an interpretable autoencoder-based model.

Alessandro Giuliani, Roberto Savona, Salvatore Carta, Gianmarco Addari, Alessandro Sebastian Podda

Comput. Oper. Res., 2025

2024

Multi-scale deep learning ensemble for segmentation of endometriotic lesions.

Alessandro Sebastian Podda, Riccardo Balia, Silvio Barra, Salvatore Carta, Manuela Neri, Stefano Guerriero, Leonardo Piano

Neural Comput. Appl., August, 2024

Artificial Intelligence Methods for Smart Cities.

Alessandro Sebastian Podda, Salvatore Carta, Silvio Barra

Sensors, April, 2024

CARgram: CNN-based accident recognition from road sounds through intensity-projected spectrogram analysis.

Alessandro Sebastian Podda, Riccardo Balia, Livio Pompianu, Salvatore Carta, Gianni Fenu, Roberto Saia

Digit. Signal Process., 2024

RoadSense3D: A Framework for Roadside Monocular 3D Object Detection.

Salvatore Carta, Modesto Castrillón Santana, Mirko Marras, Sondos Mohamed, Alessandro Sebastian Podda, Roberto Saia, Marco Sau, Walter Zimmer

Proceedings of the Adjunct Proceedings of the 32nd ACM Conference on User Modeling, 2024

HUMAD 2024: International Workshop on Human-Centered Modeling and Adaptation for Digital Transformation.

Simone Balloccu, Alessandro Sebastian Podda, Livio Pompianu, Roberto Saia, Angelo Antonio Salatino

Proceedings of the Adjunct Proceedings of the 32nd ACM Conference on User Modeling, 2024

Investigating the Effectiveness of 3D Monocular Object Detection Methods for Roadside Scenarios.

Silvio Barra, Mirko Marras, Sondos Mohamed, Alessandro Sebastian Podda, Roberto Saia

Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

2023

FootApp: An AI-powered system for football match annotation.

Silvio Barra, Salvatore M. Carta, Alessandro Giuliani, Alessia Pisu, Alessandro Sebastian Podda, Daniele Riboni

Multim. Tools Appl., February, 2023

Iterative Zero-Shot LLM Prompting for Knowledge Graph Construction.

Salvatore Carta, Alessandro Giuliani, Leonardo Piano, Alessandro Sebastian Podda, Livio Pompianu, Sandro Gabriele Tiddia

CoRR, 2023

SailGenie: SAiling expertIse to knowLedge Graph through opEN Information Extraction.

Salvatore Carta, Pietro Fariello, Alessandro Giuliani, Leonardo Piano, Alessandro Sebastian Podda, Sandro Gabriele Tiddia

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Empowering Digital Transformation in Tourism through Intelligent Methods for Representation and Exploitation of Cultural Heritage Knowledge (full paper).

Salvatore Carta, Gianni Fenu, Alessandro Giuliani, Marco Manolo Manca, Mirko Marras, Leonardo Piano, Alessandro Sebastian Podda, Livio Pompianu, Sandro Gabriele Tiddia

Proceedings of the 2nd Workshop on Artificial Intelligence for Cultural Heritage (IAI4CH 2023) co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023

Can Existing 3D Monocular Object Detection Methods Work in Roadside Contexts? A Reproducibility Study.

Silvio Barra, Mirko Marras, Sondos Mohamed, Alessandro Sebastian Podda, Roberto Saia

Proceedings of the AIxIA 2023 - Advances in Artificial Intelligence, 2023

2022

An eXplainable Artificial Intelligence tool for statistical arbitrage.

Salvatore Carta, Sergio Consoli, Alessandro Sebastian Podda, Diego Reforgiato Recupero, Maria Madalina Stanciu

Softw. Impacts, December, 2022

Fully-automated deep learning pipeline for segmentation and classification of breast ultrasound images.

Alessandro Sebastian Podda, Riccardo Balia, Silvio Barra, Salvatore Carta, Gianni Fenu, Leonardo Piano

J. Comput. Sci., 2022

VSTAR: Visual Semantic Thumbnails and tAgs Revitalization.

Salvatore Carta, Alessandro Giuliani, Leonardo Piano, Alessandro Sebastian Podda, Diego Reforgiato Recupero

Expert Syst. Appl., 2022

Statistical arbitrage powered by Explainable Artificial Intelligence.

Salvatore Carta, Sergio Consoli, Alessandro Sebastian Podda, Diego Reforgiato Recupero, Maria Madalina Stanciu

Expert Syst. Appl., 2022

CulturAI: Semantic Enrichment of Cultural Data Leveraging Artificial Intelligence.

Salvatore M. Carta, Sergio Consoli, Alessandro Giuliani, Alessandro Sebastian Podda, Diego Reforgiato Recupero

IEEE Access, 2022

A Practical Approach for Vehicle Speed Estimation in Smart Cities.

Silvio Barra, Salvatore Carta, Antonello Meloni, Alessandro Sebastian Podda, Diego Reforgiato Recupero

Proceedings of the Machine Learning, Optimization, and Data Science, 2022

2021

A Blockchain-Based Distributed Paradigm to Secure Localization Services.

Roberto Saia, Alessandro Sebastian Podda, Livio Pompianu, Diego Reforgiato Recupero, Gianni Fenu

Sensors, 2021

Event detection in finance using hierarchical clustering algorithms on news and tweets.

Salvatore Carta, Sergio Consoli, Luca Piras, Alessandro Sebastian Podda, Diego Reforgiato Recupero

PeerJ Comput. Sci., 2021

Multi-DQN: An ensemble of Deep Q-learning agents for stock market forecasting.

Salvatore Carta, Anselmo Ferreira, Alessandro Sebastian Podda, Diego Reforgiato Recupero, Antonio Sanna

Expert Syst. Appl., 2021

A multi-layer and multi-ensemble stock trader using deep learning and deep reinforcement learning.

Salvatore Carta, Andrea Corriga, Anselmo Ferreira, Alessandro Sebastian Podda, Diego Reforgiato Recupero

Appl. Intell., 2021

Ensembling and Dynamic Asset Selection for Risk-Controlled Statistical Arbitrage.

Salvatore M. Carta, Sergio Consoli, Alessandro Sebastian Podda, Diego Reforgiato Recupero, Maria Madalina Stanciu

IEEE Access, 2021

Explainable Machine Learning Exploiting News and Domain-Specific Lexicon for Stock Market Forecasting.

Salvatore M. Carta, Sergio Consoli, Luca Piras, Alessandro Sebastian Podda, Diego Reforgiato Recupero

IEEE Access, 2021

Heimdall: an AI-based infrastructure for traffic monitoring and anomalies detection.

Andrea Atzori, Silvio Barra, Salvatore Carta, Gianni Fenu, Alessandro Sebastian Podda

Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021

Explainable AI for Financial Forecasting.

Salvatore Carta, Alessandro Sebastian Podda, Diego Reforgiato Recupero, Maria Madalina Stanciu

Proceedings of the Machine Learning, Optimization, and Data Science, 2021

A Deep Learning Solution for Integrated Traffic Control Through Automatic License Plate Recognition.

Riccardo Balia, Silvio Barra, Salvatore Carta, Gianni Fenu, Alessandro Sebastian Podda, Nicola Sansoni

Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

Decomposing Training Data to Improve Network Intrusion Detection Performance.

Roberto Saia, Alessandro Sebastian Podda, Gianni Fenu, Riccardo Balia

Proceedings of the 13th International Joint Conference on Knowledge Discovery, 2021

Natural Interaction with Traffic Control Cameras Through Multimodal Interfaces.

Marco Grazioso, Alessandro Sebastian Podda, Silvio Barra, Francesco Cutugno

Proceedings of the Artificial Intelligence in HCI, 2021

2020

Popularity Prediction of Instagram Posts.

Salvatore Carta, Alessandro Sebastian Podda, Diego Reforgiato Recupero, Roberto Saia, Giovanni Usai

Inf., 2020

Deep learning and time series-to-image encoding for financial forecasting.

Silvio Barra, Salvatore M. Carta, Andrea Corriga, Alessandro Sebastian Podda, Diego Reforgiato Recupero

IEEE CAA J. Autom. Sinica, 2020

Analysis of a Consensus Protocol for Extending Consistent Subchains on the Bitcoin Blockchain.

Riccardo Longo, Alessandro Sebastian Podda, Roberto Saia

Comput., 2020

Dynamic Industry-Specific Lexicon Generation for Stock Market Forecast.

Salvatore Carta, Sergio Consoli, Luca Piras, Alessandro Sebastian Podda, Diego Reforgiato Recupero

Proceedings of the Machine Learning, Optimization, and Data Science, 2020

An overview of blockchain-based systems and smart contracts for digital coupons.

Alessandro Sebastian Podda, Livio Pompianu

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Workshops, Seoul, Republic of Korea, 27 June, 2020

HawkEye: a Visual Framework for Agile Cross-Validation of Deep Learning Approaches in Financial Forecasting.

Salvatore Carta, Sergio Consoli, Andrea Corriga, Raffaele Dapiaggi, Alessandro Sebastian Podda, Diego Reforgiato Recupero

Proceedings of the ICFNDS '20: The 4th International Conference on Future Networks and Distributed Systems, 2020

A Voice User Interface for football event tagging applications.

Silvio Barra, Alessandro Carcangiu, Salvatore Carta, Alessandro Sebastian Podda, Daniele Riboni

Proceedings of the AVI '20: International Conference on Advanced Visual Interfaces, Island of Ischia, Italy, September 28, 2020

2017

A Proof-of-Stake protocol for consensus on Bitcoin subchains.

Massimo Bartoletti, Stefano Lande, Alessandro Sebastian Podda

IACR Cryptol. ePrint Arch., 2017

2015

Compliance and Subtyping in Timed Session Types.

Massimo Bartoletti, Tiziana Cimoli, Maurizio Murgia, Alessandro Sebastian Podda, Livio Pompianu

Proceedings of the Formal Techniques for Distributed Objects, Components, and Systems, 2015

A Contract-Oriented Middleware.

Massimo Bartoletti, Tiziana Cimoli, Maurizio Murgia, Alessandro Sebastian Podda, Livio Pompianu

Proceedings of the Formal Aspects of Component Software - 12th International Conference, 2015