Università degli Studi di Cagliari
Salvatore Mario Carta
Middleware support for efficient resource management on embedded MCSoCs
In corso di stampa Alimonda, Andrea; Carta, SALVATORE MARIO; Acquaviva, A.
Leveraging the Training Data Partitioning to Improve Events Characterization in Intrusion Detection Systems
2023-01-01 Saia, R.; Carta, S.; Fenu, G.; Pompianu, L.
FootApp: An AI-powered system for football match annotation
2023-01-01 Barra, S.; Carta, S. M.; Giuliani, A.; Pisu, A.; Podda, A. S.; Riboni, D.
Influencing brain waves by evoked potentials as biometric approach: taking stock of the last six years of research
2023-01-01 Saia, R.; Carta, S.; Fenu, G.; Pompianu, L.
A Practical Approach for Vehicle Speed Estimation in Smart Cities
2023-01-01 Barra, S.; Carta, S.; Meloni, A.; Podda, A. S.; Reforgiato Recupero, D.
Brain Waves and Evoked Potentials as Biometric User Identification Strategy: An Affordable Low-cost Approach
2022-01-01 Saia, R.; Carta, S.; Fenu, G.; Pompianu, L.
Fully-automated deep learning pipeline for segmentation and classification of breast ultrasound images
2022-01-01 Podda, A. S.; Balia, R.; Barra, S.; Carta, S.; Fenu, G.; Piano, L.
A Region-based Training Data Segmentation Strategy to Credit Scoring
2022-01-01 Saia, R.; Carta, S.; Fenu, G.; Pompianu, L.
CulturAI: Semantic Enrichment of Cultural Data Leveraging Artificial Intelligence
2022-01-01 Carta, S.; Consoli, S.; Giuliani, A.; Podda, A. S.; Recupero Reforgiato, D. A. G.
Fair performance-based user recommendation in eCoaching systems
2022-01-01 Boratto, L.; Carta, S.; Iguider, W.; Mulas, F.; Pilloni, P.
Statistical arbitrage powered by Explainable Artificial Intelligence
2022-01-01 Carta, S.; Consoli, S.; Podda, A. S.; Reforgiato Recupero, D.; Stanciu, M. M.
A Deep Learning Solution for Integrated Traffic Control Through Automatic License Plate Recognition
2021-01-01 Balia, R.; Barra, S.; Carta, S.; Fenu, G.; Podda, A. S.; Sansoni, N.
Event Detection in Finance Using Hierarchical Clustering Algorithms on News and Tweets
2021-01-01 Carta, S.; Consoli, S.; Piras, L.; Podda, A. S.; Reforgiato Recupero, D. A. G.
From Payment Services Directive 2 (PSD2) to Credit Scoring: A Case Study on an Italian Banking Institution
2021-01-01 Saia, R.; Giuliani, A.; Pompianu, L.; Carta, S.
Credit scoring by leveraging an ensemble stochastic criterion in a transformed feature space
2021-01-01 Carta, S; Ferreira, Anselmo; Recupero, Diego Reforgiato; Saia, R
Explainable Machine Learning Exploiting News and Domain-Specific Lexicon for Stock Market Forecasting
2021-01-01 Carta, S. M.; Consoli, S.; Piras, L.; Podda, A. S.; Reforgiato Recupero, D. A. G.
Heimdall: An AI-based infrastructure for traffic monitoring and anomalies detection
2021-01-01 Atzori, A.; Barra, S.; Carta, S.; Fenu, G.; Podda, A. S.
A multi-layer and multi-ensemble stock trader using deep learning and deep reinforcement learning
2021-01-01 Carta, SALVATORE MARIO; Corriga, Andrea; Ferreira, Anselmo; Podda, ALESSANDRO SEBASTIAN; Diego, Reforgiato
Ensembling and Dynamic Asset Selection for Risk-Controlled Statistical Arbitrage
2021-01-01 Carta, S. M.; Consoli, S.; Podda, A. S.; Reforgiato Recupero, D. A. G.; Stanciu, M. M.
Multi-DQN: An ensemble of Deep Q-learning agents for stock market forecasting
2021-01-01 Carta, SALVATORE MARIO; Ferreira, Anselmo; Podda, ALESSANDRO SEBASTIAN; Diego, Reforgiato; Sanna, Antonio
Wireless internet, multimedia, and artificial intelligence: new applications and infrastructures
2021-01-01 Saia, R.; Carta, S.; Bergmann, O.
Automated tag enrichment by semantically related trends
2020-01-01 Arca, Antonella; Carta, SALVATORE MARIO; Giuliani, Alessandro; Stanciu, MARIA MADALINA; REFORGIATO RECUPERO, DIEGO ANGELO GAETANO
A feature space transformation to intrusion detection systems
2020-01-01 Saia, R.; Carta, S.; REFORGIATO RECUPERO, DIEGO ANGELO GAETANO; Fenu, G.
Efficient thumbnail identification through object recognition
2020-01-01 Carta, SALVATORE MARIO; Gaeta, Eugenio; Giuliani, Alessandro; Piano, Leonardo; REFORGIATO RECUPERO, DIEGO ANGELO GAETANO
A Voice User Interface for football event tagging applications
2020-01-01 Barra, S.; Carcangiu, A.; Carta, S.; Podda, A. S.; Riboni, D.
A General Approach for Risk Controlled Trading Based on Machine Learning and Statistical Arbitrage
2020-01-01 Carta, S.; Reforgiato Recupero, D.; Saia, R.; Stanciu, M. M.
A Two-Step Feature Space Transforming Method to Improve Credit Scoring Performance
2020-01-01 Carta, S.; Fenu, G.; Ferreira, A.; Reforgiato Recupero, D.; Saia, R.
Dynamic Industry-Specific Lexicon Generation for Stock Market Forecast
2020-01-01 Carta, SALVATORE MARIO; Consoli, Sergio; Piras, Luca; Podda, ALESSANDRO SEBASTIAN; REFORGIATO RECUPERO, DIEGO ANGELO GAETANO
A local feature engineering strategy to improve network anomaly detection
2020-01-01 Carta, S.; Podda, A. S.; Recupero, D. R.; Saia, R.
Deep learning and time series-to-image encoding for financial forecasting
2020-01-01 Barra, S.; Carta, S. M.; Corriga, A.; Podda, A. S.; Reforgiato Recupero, D.
HawkEye: A visual framework for agile cross-validation of deep learning approaches in financial forecasting
2020-01-01 Carta, S.; Consoli, S.; Corriga, A.; Dapiaggi, R.; Podda, A. S.; Reforgiato Recupero, D.
A combined entropy-based approach for a proactive credit scoring
2020-01-01 Carta, SALVATORE MARIO; CASTELO BRANCO FERREIRA, Anselmo; REFORGIATO RECUPERO, DIEGO ANGELO GAETANO; Saia, M.; Saia, Roberto
Popularity prediction of instagram posts
2020-01-01 Carta, S.; Podda, A. S.; Recupero, D. R.; Saia, R.; Usai, G.
Dissecting Ponzi schemes on Ethereum: identification, analysis, and impact
2020-01-01 Bartoletti, Massimo; Carta, SALVATORE MARIO; Cimoli, Tiziana; Saia, Roberto
Modeling real-time data and contextual information from workouts in eCoaching platforms to predict users’ sharing behavior on Facebook
2020-01-01 Boratto, Ludovico; Carta, Salvatore; Ibba, Federico; Mulas, Fabrizio; Pilloni, Paolo
Internet of entities (IoE): A blockchain-based distributed paradigm for data exchange between wireless-based devices
2019-01-01 Saia, Roberto; Carta, SALVATORE MARIO; Recupero, Diego Reforgiato; Fenu, Gianni
Fraud detection for E-commerce transactions by employing a prudential Multiple Consensus model
2019-01-01 Carta, Salvatore; Fenu, Gianni; Reforgiato Recupero, Diego; Saia, Roberto
Evaluating the benefits of using proactive transformed-domain-based techniques in fraud detection tasks
2019-01-01 Saia, Roberto; Carta, Salvatore
A supervised multi-class multi-label word embeddings approach for toxic comment classification
2019-01-01 Carta, S.; Corriga, A.; Mulas, R.; Reforgiato Recupero, D.; Saia, R.
Forecasting E-commerce products prices by combining an autoregressive integrated moving average (ARIMA) model and Google Trends data
2019-01-01 Carta, Salvatore; Medda, Andrea; Pili, Alessio; Recupero, Diego Reforgiato; Saia, Roberto
A holistic auto-configurable ensemble machine learning strategy for financial trading
2019-01-01 Carta, S.; Corriga, A.; Ferreira, A.; Recupero, D. R.; Saia, R.
A discretized enriched technique to enhance machine learning performance in credit scoring
2019-01-01 Saia, R.; Carta, S.; Reforgiato Recupero, D.; Fenu, G.; Saia, M.
Introducing a vector space model to perform a proactive credit scoring
2019-01-01 Saia, R.; Carta, S.
A discretized extended feature space (DEFS) model to improve the anomaly detection performance in network intrusion detection systems
2019-01-01 Saia, R.; Carta, S.; Reforgiato Recupero, D.; Fenu, G.; Stanciu, M. M.
A wavelet-based data analysis to credit scoring
2018-01-01 Saia, Roberto; Carta, Salvatore; Fenu, Gianni
Employing document embeddings to solve the "new catalog" problem in user targeting, and provide explanations to the users
2018-01-01 Boratto, Ludovico; Carta, Salvatore; Fenu, Gianni; Piras, Luca
Behavioral data mining to produce novel and serendipitous friend recommendations in a social bookmarking system
2018-01-01 Manca, Matteo; Boratto, Ludovico; Carta, SALVATORE MARIO
Guest Editorial: Behavioral-Data Mining in Information Systems and the Big Data Era
2018-01-01 Boratto, L.; Carta, S.; Kaltenbrunner, A.; Manca, M.
NewsVallum: Semantics-Aware Text and Image Processing for Fake News Detection system
2018-01-01 Armano, Giuliano; Battiato, Sebastiano; Bennato, Davide; Boratto, Ludovico; Carta, Salvatore M.; Di Noia, Tommaso; Di Sciascio, Eugenio; Ortis, Alessandro; REFORGIATO RECUPERO, DIEGO ANGELO GAETANO
Predicting workout quality to help coaches support sportspeople
2018-01-01 Boratto, L.; Carta, S.; Iguider, W.; Mulas, F.; Pilloni, P.
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