Alessandro Sebastian Podda

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 42

Top Topics

Financial Forecasting

Hierarchical Clustering Algorithm

Traffic Control

Top Venues

Expert Syst. Appl.

Publications

Alessandro Sebastian Podda, Riccardo Balia, Silvio Barra, Salvatore Carta, Manuela Neri, Stefano Guerriero, Leonardo Piano
Multi-scale deep learning ensemble for segmentation of endometriotic lesions. Neural Comput. Appl. 36 (24) (2024)
Simone Balloccu, Alessandro Sebastian Podda, Livio Pompianu, Roberto Saia, Angelo Antonio Salatino
HUMAD 2024: International Workshop on Human-Centered Modeling and Adaptation for Digital Transformation. UMAP (Adjunct Publication) (2024)
Alessandro Sebastian Podda, Riccardo Balia, Livio Pompianu, Salvatore Carta, Gianni Fenu, Roberto Saia
CARgram: CNN-based accident recognition from road sounds through intensity-projected spectrogram analysis. Digit. Signal Process. 147 (2024)
Alessandro Sebastian Podda, Salvatore Carta, Silvio Barra
Artificial Intelligence Methods for Smart Cities. Sensors 24 (8) (2024)
Salvatore Carta, Modesto Castrillón Santana, Mirko Marras, Sondos Mohamed, Alessandro Sebastian Podda, Roberto Saia, Marco Sau, Walter Zimmer
RoadSense3D: A Framework for Roadside Monocular 3D Object Detection. UMAP (Adjunct Publication) (2024)
Silvio Barra, Mirko Marras, Sondos Mohamed, Alessandro Sebastian Podda, Roberto Saia
Investigating the Effectiveness of 3D Monocular Object Detection Methods for Roadside Scenarios. SAC (2024)
Salvatore Carta, Alessandro Giuliani, Leonardo Piano, Alessandro Sebastian Podda, Livio Pompianu, Sandro Gabriele Tiddia
Iterative Zero-Shot LLM Prompting for Knowledge Graph Construction. CoRR (2023)
Silvio Barra, Salvatore M. Carta, Alessandro Giuliani, Alessia Pisu, Alessandro Sebastian Podda, Daniele Riboni
FootApp: An AI-powered system for football match annotation. Multim. Tools Appl. 82 (4) (2023)
Silvio Barra, Mirko Marras, Sondos Mohamed, Alessandro Sebastian Podda, Roberto Saia
Can Existing 3D Monocular Object Detection Methods Work in Roadside Contexts? A Reproducibility Study. AI*IA (2023)
Salvatore Carta, Pietro Fariello, Alessandro Giuliani, Leonardo Piano, Alessandro Sebastian Podda, Sandro Gabriele Tiddia
SailGenie: SAiling expertIse to knowLedge Graph through opEN Information Extraction. KES (2023)
Salvatore Carta, Gianni Fenu, Alessandro Giuliani, Marco Manolo Manca, Mirko Marras, Leonardo Piano, Alessandro Sebastian Podda, Livio Pompianu, Sandro Gabriele Tiddia
Empowering Digital Transformation in Tourism through Intelligent Methods for Representation and Exploitation of Cultural Heritage Knowledge (full paper). IAI4CH@AI*IA (2023)
Salvatore Carta, Sergio Consoli, Alessandro Sebastian Podda, Diego Reforgiato Recupero, Maria Madalina Stanciu
Statistical arbitrage powered by Explainable Artificial Intelligence. Expert Syst. Appl. 206 (2022)
Silvio Barra, Salvatore Carta, Antonello Meloni, Alessandro Sebastian Podda, Diego Reforgiato Recupero
A Practical Approach for Vehicle Speed Estimation in Smart Cities. LOD (1) (2022)
Salvatore Carta, Sergio Consoli, Alessandro Sebastian Podda, Diego Reforgiato Recupero, Maria Madalina Stanciu
An eXplainable Artificial Intelligence tool for statistical arbitrage. Softw. Impacts 14 (2022)
Salvatore Carta, Alessandro Giuliani, Leonardo Piano, Alessandro Sebastian Podda, Diego Reforgiato Recupero
VSTAR: Visual Semantic Thumbnails and tAgs Revitalization. Expert Syst. Appl. 193 (2022)
Salvatore M. Carta, Sergio Consoli, Alessandro Giuliani, Alessandro Sebastian Podda, Diego Reforgiato Recupero
CulturAI: Semantic Enrichment of Cultural Data Leveraging Artificial Intelligence. IEEE Access 10 (2022)
Alessandro Sebastian Podda, Riccardo Balia, Silvio Barra, Salvatore Carta, Gianni Fenu, Leonardo Piano
Fully-automated deep learning pipeline for segmentation and classification of breast ultrasound images. J. Comput. Sci. 63 (2022)
Silvio Barra, Salvatore M. Carta, Alessandro Giuliani, Alessia Pisu, Alessandro Sebastian Podda, Daniele Riboni
FootApp: an AI-Powered System for Football Match Annotation. CoRR (2021)
Andrea Atzori, Silvio Barra, Salvatore Carta, Gianni Fenu, Alessandro Sebastian Podda
Heimdall: an AI-based infrastructure for traffic monitoring and anomalies detection. CoRR (2021)
Marco Grazioso, Alessandro Sebastian Podda, Silvio Barra, Francesco Cutugno
Natural Interaction with Traffic Control Cameras Through Multimodal Interfaces. HCI (36) (2021)
Marco Grazioso, Alessandro Sebastian Podda, Silvio Barra, Francesco Cutugno
Natural interaction with traffic control cameras through multimodal interfaces. CoRR (2021)
Roberto Saia, Alessandro Sebastian Podda, Livio Pompianu, Diego Reforgiato Recupero, Gianni Fenu
A Blockchain-Based Distributed Paradigm to Secure Localization Services. Sensors 21 (20) (2021)
Riccardo Balia, Silvio Barra, Salvatore Carta, Gianni Fenu, Alessandro Sebastian Podda, Nicola Sansoni
A Deep Learning Solution for Integrated Traffic Control Through Automatic License Plate Recognition. ICCSA (3) (2021)
Andrea Atzori, Silvio Barra, Salvatore Carta, Gianni Fenu, Alessandro Sebastian Podda
Heimdall: an AI-based infrastructure for traffic monitoring and anomalies detection. PerCom Workshops (2021)
Salvatore Carta, Anselmo Ferreira, Alessandro Sebastian Podda, Diego Reforgiato Recupero, Antonio Sanna
Multi-DQN: An ensemble of Deep Q-learning agents for stock market forecasting. Expert Syst. Appl. 164 (2021)
Salvatore M. Carta, Sergio Consoli, Alessandro Sebastian Podda, Diego Reforgiato Recupero, Maria Madalina Stanciu
Ensembling and Dynamic Asset Selection for Risk-Controlled Statistical Arbitrage. IEEE Access 9 (2021)
Salvatore Carta, Sergio Consoli, Luca Piras, Alessandro Sebastian Podda, Diego Reforgiato Recupero
Event detection in finance using hierarchical clustering algorithms on news and tweets. PeerJ Comput. Sci. 7 (2021)
Salvatore M. Carta, Sergio Consoli, Luca Piras, Alessandro Sebastian Podda, Diego Reforgiato Recupero
Explainable Machine Learning Exploiting News and Domain-Specific Lexicon for Stock Market Forecasting. IEEE Access 9 (2021)
Salvatore Carta, Andrea Corriga, Anselmo Ferreira, Alessandro Sebastian Podda, Diego Reforgiato Recupero
A multi-layer and multi-ensemble stock trader using deep learning and deep reinforcement learning. Appl. Intell. 51 (2) (2021)
Salvatore Carta, Alessandro Sebastian Podda, Diego Reforgiato Recupero, Maria Madalina Stanciu
Explainable AI for Financial Forecasting. LOD (2021)
Roberto Saia, Alessandro Sebastian Podda, Gianni Fenu, Riccardo Balia
Decomposing Training Data to Improve Network Intrusion Detection Performance. KDIR (2021)
Salvatore Carta, Sergio Consoli, Andrea Corriga, Raffaele Dapiaggi, Alessandro Sebastian Podda, Diego Reforgiato Recupero
HawkEye: a Visual Framework for Agile Cross-Validation of Deep Learning Approaches in Financial Forecasting. ICFNDS (2020)
Salvatore Carta, Sergio Consoli, Luca Piras, Alessandro Sebastian Podda, Diego Reforgiato Recupero
Dynamic Industry-Specific Lexicon Generation for Stock Market Forecast. LOD (1) (2020)
Riccardo Longo, Alessandro Sebastian Podda, Roberto Saia
Analysis of a Consensus Protocol for Extending Consistent Subchains on the Bitcoin Blockchain. Comput. 8 (3) (2020)
Silvio Barra, Alessandro Carcangiu, Salvatore Carta, Alessandro Sebastian Podda, Daniele Riboni
A Voice User Interface for football event tagging applications. AVI (2020)
Alessandro Sebastian Podda, Livio Pompianu
An overview of blockchain-based systems and smart contracts for digital coupons. ICSE (Workshops) (2020)
Silvio Barra, Salvatore M. Carta, Andrea Corriga, Alessandro Sebastian Podda, Diego Reforgiato Recupero
Deep learning and time series-to-image encoding for financial forecasting. IEEE CAA J. Autom. Sinica 7 (3) (2020)
Salvatore Carta, Alessandro Sebastian Podda, Diego Reforgiato Recupero, Roberto Saia, Giovanni Usai
Popularity Prediction of Instagram Posts. Inf. 11 (9) (2020)
Massimo Bartoletti, Stefano Lande, Alessandro Sebastian Podda
A Proof-of-Stake protocol for consensus on Bitcoin subchains. IACR Cryptol. ePrint Arch. 2017 (2017)
Massimo Bartoletti, Stefano Lande, Alessandro Sebastian Podda
A Proof-of-Stake Protocol for Consensus on Bitcoin Subchains. Financial Cryptography Workshops (2017)
Massimo Bartoletti, Tiziana Cimoli, Maurizio Murgia, Alessandro Sebastian Podda, Livio Pompianu
A Contract-Oriented Middleware. FACS (2015)
Massimo Bartoletti, Tiziana Cimoli, Maurizio Murgia, Alessandro Sebastian Podda, Livio Pompianu
Compliance and Subtyping in Timed Session Types. FORTE (2015)