Alessandro Sebastian Podda
Alessandro Sebastian Podda
Post-doc Researcher, University of Cagliari
Vahvistettu sähköpostiosoite verkkotunnuksessa - Kotisivu
Deep learning and time series-to-image encoding for financial forecasting
S Barra, SM Carta, A Corriga, AS Podda, DR Recupero
IEEE/CAA Journal of Automatica Sinica 7 (3), 683-692, 2020
Compliance and subtyping in timed session types
M Bartoletti, T Cimoli, M Murgia, AS Podda, L Pompianu
International Conference on Formal Techniques for Distributed Objects …, 2015
Multi-DQN: An ensemble of Deep Q-learning agents for stock market forecasting
S Carta, A Ferreira, AS Podda, DR Recupero, A Sanna
Expert Systems with Applications 164, 113820, 2021
A Proof-of-Stake protocol for consensus on Bitcoin subchains
M Bartoletti, S Lande, AS Podda
International Conference on Financial Cryptography and Data Security, 568-584, 2017
A contract-oriented middleware
M Bartoletti, T Cimoli, M Murgia, AS Podda, L Pompianu
Formal Aspects of Component Software, 86-104, 2015
A Multi-Layer and Multi-Ensemble Stock Trader Using Deep Learning and Deep Reinforcement Learning
S Carta, A Corriga, A Ferreira, AS Podda, D Reforgiato Recupero
Applied Intelligence 51, 889–905, 2021
Analysis of a consensus protocol for extending consistent subchains on the bitcoin blockchain
R Longo, AS Podda, R Saia
Computation 8 (3), 67, 2020
Popularity prediction of instagram posts
S Carta, AS Podda, DR Recupero, R Saia, G Usai
Information 11 (9), 453, 2020
An overview of blockchain-based systems and smart contracts for digital coupons
AS Podda, L Pompianu
IEEE/ACM 42nd International Conference on Software Engineering Workshops …, 2020
A local feature engineering strategy to improve network anomaly detection
S Carta, AS Podda, DR Recupero, R Saia
Future Internet 12 (10), 177, 2020
Dynamic Industry-Specific Lexicon Generation for Stock Market Forecast
S Carta, S Consoli, L Piras, AS Podda, DR Recupero
International Conference on Machine Learning, Optimization, and Data Science …, 2020
Contract-oriented programming with timed session types
N Atzei, M Bartoletti, T Cimoli, S Lande, M Murgia, AS Podda, L Pompianu
Behavioural Types: from Theory to Tools, 27, 2017
A Voice User Interface for football event tagging applications
S Barra, A Carcangiu, S Carta, AS Podda, D Riboni
Proceedings of the International Conference on Advanced Visual Interfaces, 1-3, 2020
Explainable Machine Learning Exploiting News and Domain-Specific Lexicon for Stock Market Forecasting
S Carta, S Consoli, L Piras, AS Podda, D Reforgiato Recupero
IEEE Access 9, 30193-30205, 2021
Event detection in finance using hierarchical clustering algorithms on news and tweets
S Carta, S Consoli, L Piras, AS Podda, DR Recupero
PeerJ Computer Science 7, e438, 2021
Heimdall: an AI-based infrastructure for traffic monitoring and anomalies detection
A Atzori, S Barra, S Carta, G Fenu, AS Podda
2021 IEEE International Conference on Pervasive Computing and Communications …, 2021
FootApp: an AI-Powered System for Football Match Annotation
S Barra, SM Carta, A Giuliani, A Pisu, AS Podda
arXiv preprint arXiv:2103.02938, 2021
Natural interaction with traffic control cameras through multimodal interfaces
M Grazioso, AS Podda, S Barra, F Cutugno
arXiv preprint arXiv:2103.01518, 2021
Ensembling and Dynamic Asset Selection for Risk-Controlled Statistical Arbitrage
SM Carta, S Consoli, AS Podda, DR Recupero, MM Stanciu
IEEE Access 9, 29942-29959, 2021
HawkEye: a Visual Framework for Agile Cross-Validation of Deep Learning Approaches in Financial Forecasting
S Carta, S Consoli, A Corriga, R Dapiaggi, AS Podda, ...
The 4th International Conference on Future Networks and Distributed Systems …, 2020
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Artikkelit 1–20