Salvatore Carta

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 87

Top Venues

KDIR

Future Gener. Comput. Syst.

Expert Syst. Appl.

UMAP (Adjunct Publication)

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)
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)
Alessia Pisu, Nicola Elia, Livio Pompianu, Francesco Barchi, Andrea Acquaviva, Salvatore Carta
Enhancing workplace safety: A flexible approach for personal protective equipment monitoring. Expert Syst. Appl. 238 (Part F) (2024)
Alessia Pisu, Livio Pompianu, Salvatore Castello, Daniele Riboni, Salvatore Carta
Sustainable Certification of Local Communities Data through Smart Contracts. GoodIT (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)
Salvatore Carta, Alessandro Giuliani, Marco Manolo Manca, Leonardo Piano, Livio Pompianu, Sandro Gabriele Tiddia
Towards Knowledge Graph Refinement: Misdirected Triple Identification. UMAP (Adjunct Publication) (2024)
Salvatore Carta, Alessandro Giuliani, Marco Manolo Manca, Leonardo Piano, Sandro Gabriele Tiddia
Towards Zero-shot Knowledge Graph building: Automated Schema Inference. UMAP (Adjunct Publication) (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)
Roberto Saia, Salvatore Carta, Gianni Fenu, Livio Pompianu
Influencing brain waves by evoked potentials as biometric approach: taking stock of the last six years of research. Neural Comput. Appl. 35 (16) (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)
Roberto Saia, Salvatore Carta, Gianni Fenu, Livio Pompianu
Brain Waves and Evoked Potentials as Biometric User Identification Strategy: An Affordable Low-cost Approach. SECRYPT (2022)
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)
Roberto Saia, Salvatore Carta, Gianni Fenu, Livio Pompianu
A Region-based Training Data Segmentation Strategy to Credit Scoring. SECRYPT (2022)
Nicola Elia, Francesco Barchi, Emanuele Parisi, Livio Pompianu, Salvatore Carta, Andrea Bartolini, Andrea Acquaviva
Smart Contracts for Certified and Sustainable Safety-Critical Continuous Monitoring Applications. ADBIS (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)
Ludovico Boratto, Salvatore Carta, Walid Iguider, Fabrizio Mulas, Paolo Pilloni
Fair performance-based user recommendation in eCoaching systems. User Model. User Adapt. Interact. 32 (5) (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)
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)
Andrea Atzori, Silvio Barra, Salvatore Carta, Gianni Fenu, Alessandro Sebastian Podda
Heimdall: an AI-based infrastructure for traffic monitoring and anomalies detection. CoRR (2021)
Roberto Saia, Salvatore Carta, Olaf Bergmann
Wireless Internet, Multimedia, and Artificial Intelligence: New Applications and Infrastructures. Future Internet 13 (9) (2021)
Simone Angioni, Salvatore Carta, Sergio Consoli, Diego Reforgiato Recupero, Maria Madalina Stanciu
A Big Data framework based on Apache Spark for Industry-specific Lexicon Generation for Stock Market Prediction. ICFNDS (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 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 Carta, Anselmo Ferreira, Diego Reforgiato Recupero, Roberto Saia
Credit scoring by leveraging an ensemble stochastic criterion in a transformed feature space. Prog. Artif. Intell. 10 (4) (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)
Roberto Saia, Alessandro Giuliani, Livio Pompianu, Salvatore Carta
From Payment Services Directive 2 (PSD2) to Credit Scoring: A Case Study on an Italian Banking Institution. KDIR (2021)
Salvatore Carta, Alessandro Sebastian Podda, Diego Reforgiato Recupero, Maria Madalina Stanciu
Explainable AI for Financial Forecasting. LOD (2021)
Ludovico Boratto, Salvatore Carta, Federico Ibba, Fabrizio Mulas, Paolo Pilloni
Modeling real-time data and contextual information from workouts in eCoaching platforms to predict users' sharing behavior on Facebook. User Model. User Adapt. Interact. 30 (3) (2020)
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, Eugenio Gaeta, Alessandro Giuliani, Leonardo Piano, Diego Reforgiato Recupero
Efficient Thumbnail Identification through Object Recognition. WEBIST (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)
Roberto Saia, Salvatore Carta, Diego Reforgiato Recupero, Gianni Fenu
A Feature Space Transformation to Intrusion Detection Systems. KDIR (2020)
Salvatore Carta, Diego Reforgiato Recupero, Roberto Saia, Maria Madalina Stanciu
A General Approach for Risk Controlled Trading Based on Machine Learning and Statistical Arbitrage. LOD (1) (2020)
Silvio Barra, Alessandro Carcangiu, Salvatore Carta, Alessandro Sebastian Podda, Daniele Riboni
A Voice User Interface for football event tagging applications. AVI (2020)
Salvatore Carta, Anselmo Ferreira, Diego Reforgiato Recupero, Marco Saia, Roberto Saia
A combined entropy-based approach for a proactive credit scoring. Eng. Appl. Artif. Intell. 87 (2020)
Salvatore Carta, Alessandro Sebastian Podda, Diego Reforgiato Recupero, Roberto Saia, Giovanni Usai
Popularity Prediction of Instagram Posts. Inf. 11 (9) (2020)
Antonella Arca, Salvatore Carta, Alessandro Giuliani, Maria Madalina Stanciu, Diego Reforgiato Recupero
Automated Tag Enrichment by Semantically Related Trends. WEBIST (2020)
Massimo Bartoletti, Salvatore Carta, Tiziana Cimoli, Roberto Saia
Dissecting Ponzi schemes on Ethereum: Identification, analysis, and impact. Future Gener. Comput. Syst. 102 (2020)
Salvatore Carta, Gianni Fenu, Anselmo Ferreira, Diego Reforgiato Recupero, Roberto Saia
A Two-Step Feature Space Transforming Method to Improve Credit Scoring Performance. IC3K (2019)
Roberto Saia, Salvatore Carta, Diego Reforgiato Recupero, Gianni Fenu, Maria Madalina Stanciu
A Discretized Extended Feature Space (DEFS) Model to Improve the Anomaly Detection Performance in Network Intrusion Detection Systems. KDIR (2019)
Roberto Saia, Salvatore Carta, Diego Reforgiato Recupero, Gianni Fenu, Marco Saia
A Discretized Enriched Technique to Enhance Machine Learning Performance in Credit Scoring. KDIR (2019)
Salvatore Carta, Andrea Corriga, Anselmo Ferreira, Diego Reforgiato Recupero, Roberto Saia
A Holistic Auto-Configurable Ensemble Machine Learning Strategy for Financial Trading. Comput. 7 (4) (2019)
Salvatore Carta, Gianni Fenu, Diego Reforgiato Recupero, Roberto Saia
Fraud detection for E-commerce transactions by employing a prudential Multiple Consensus model. J. Inf. Secur. Appl. 46 (2019)
Salvatore Carta, Andrea Medda, Alessio Pili, Diego Reforgiato Recupero, Roberto Saia
Forecasting E-Commerce Products Prices by Combining an Autoregressive Integrated Moving Average (ARIMA) Model and Google Trends Data. Future Internet 11 (1) (2019)
Roberto Saia, Salvatore Carta, Diego Reforgiato Recupero, Gianni Fenu
Internet of Entities (IoE): A Blockchain-based Distributed Paradigm for Data Exchange between Wireless-based Devices. SENSORNETS (2019)
Roberto Saia, Salvatore Carta
Evaluating the benefits of using proactive transformed-domain-based techniques in fraud detection tasks. Future Gener. Comput. Syst. 93 (2019)
Salvatore Carta, Andrea Corriga, Riccardo Mulas, Diego Reforgiato Recupero, Roberto Saia
A Supervised Multi-class Multi-label Word Embeddings Approach for Toxic Comment Classification. KDIR (2019)
Paolo Pilloni, Luca Piras, Salvatore Carta, Gianni Fenu, Fabrizio Mulas, Ludovico Boratto
Recommender System Lets Coaches Identify and Help Athletes Who Begin Losing Motivation. Computer 51 (3) (2018)
Matteo Manca, Ludovico Boratto, Salvatore Carta
Behavioral data mining to produce novel and serendipitous friend recommendations in a social bookmarking system. Inf. Syst. Frontiers 20 (4) (2018)
Roberto Saia, Salvatore Carta, Gianni Fenu
A Wavelet-based Data Analysis to Credit Scoring. ICDSP (2018)
Ludovico Boratto, Salvatore Carta, Gianni Fenu, Luca Piras
Employing Document Embeddings to Solve the "New Catalog" Problem in User Targeting, and Provide Explanations to the Users. ECIR (2018)
Ludovico Boratto, Salvatore Carta, Walid Iguider, Fabrizio Mulas, Paolo Pilloni
Predicting Workout Quality to Help Coaches Support Sportspeople. HealthRecSys@RecSys (2018)
Roberto Saia, Salvatore Carta, Diego Reforgiato Recupero
A Probabilistic-driven Ensemble Approach to Perform Event Classification in Intrusion Detection System. KDIR (2018)
Ludovico Boratto, Salvatore Carta, Andreas Kaltenbrunner, Matteo Manca
Guest Editorial: Behavioral-Data Mining in Information Systems and the Big Data Era. Inf. Syst. Frontiers 20 (6) (2018)
Roberto Saia, Salvatore Carta
A Frequency-domain-based Pattern Mining for Credit Card Fraud Detection. IoTBDS (2017)
Ludovico Boratto, Salvatore Carta, Fabrizio Mulas, Paolo Pilloni
An e-coaching ecosystem: design and effectiveness analysis of the engagement of remote coaching on athletes. Pers. Ubiquitous Comput. 21 (4) (2017)
Paolo Pilloni, Luca Piras, Ludovico Boratto, Salvatore Carta, Gianni Fenu, Fabrizio Mulas
Recommendation in Persuasive eHealth Systems: an Effective Strategy to Spot Users' Losing Motivation to Exercise. HealthRecSys@RecSys (2017)
Roberto Saia, Salvatore Carta
A fourier spectral pattern analysis to design credit scoring models. IML (2017)
Ludovico Boratto, Salvatore Carta, Gianni Fenu
Investigating the role of the rating prediction task in granularity-based group recommender systems and big data scenarios. Inf. Sci. 378 (2017)
Ludovico Boratto, Salvatore Carta, Gianni Fenu, Roberto Saia
Semantics-aware content-based recommender systems: Design and architecture guidelines. Neurocomputing 254 (2017)
Roberto Saia, Salvatore Carta
Evaluating Credit Card Transactions in the Frequency Domain for a Proactive Fraud Detection Approach. SECRYPT (2017)
Ludovico Boratto, Salvatore Carta, Gianni Fenu, Matteo Manca, Fabrizio Mulas, Paolo Pilloni
The role of social interaction on users motivation to exercise: A persuasive web framework to enhance the self-management of a healthy lifestyle. Pervasive Mob. Comput. 36 (2017)
Massimo Bartoletti, Salvatore Carta, Tiziana Cimoli, Roberto Saia
Dissecting Ponzi schemes on Ethereum: identification, analysis, and impact. CoRR (2017)
Ludovico Boratto, Salvatore Carta, Gianni Fenu
Second workshop on engineering computer-human interaction in recommender systems (EnCHIReS). EICS (2017)
Roberto Saia, Ludovico Boratto, Salvatore Carta
Popularity Does Not Always Mean Triviality: Introduction of Popularity Criteria to Improve the Accuracy of a Recommender System. J. Comput. 12 (1) (2017)
Ludovico Boratto, Lucio Davide Spano, Salvatore Carta, Gianni Fenu
Workshop on engineering human-computer interaction in recommender systems. EICS (2016)
Salvatore Carta, Ludovico Boratto
Introduction to the Special Issue on Human-Computer Interaction and the Social Web. Future Internet 8 (3) (2016)
Roberto Saia, Salvatore Carta
Introducing a Vector Space Model to Perform a Proactive Credit Scoring. IC3K (2016)
Roberto Saia, Ludovico Boratto, Salvatore Carta
A semantic approach to remove incoherent items from a user profile and improve the accuracy of a recommender system. J. Intell. Inf. Syst. 47 (1) (2016)
Roberto Saia, Ludovico Boratto, Salvatore Carta
Exploiting the Evaluation Frequency of the Items to Enhance the Recommendation Accuracy. GSCIT (2016)
Luca Balvis, Ludovico Boratto, Fabrizio Mulas, Lucio Davide Spano, Salvatore Carta, Gianni Fenu
Keep the Beat: Audio Guidance for Runner Training. HCSE/HESSD (2016)
Ludovico Boratto, Salvatore Carta, Gianni Fenu, Roberto Saia
Representing Items as Word-Embedding Vectors and Generating Recommendations by Measuring their Linear Independence. RecSys Posters (2016)
Ludovico Boratto, Salvatore Carta, Gianni Fenu, Fabrizio Mulas, Paolo Pilloni
Influence of Rating Prediction on Group Recommendation's Accuracy. IEEE Intell. Syst. 31 (6) (2016)
Ludovico Boratto, Salvatore Carta, Gianni Fenu
Discovery and representation of the preferences of automatically detected groups: Exploiting the link between group modeling and clustering. Future Gener. Comput. Syst. 64 (2016)
Ludovico Boratto, Salvatore Carta, Roberto Saia
Improving the Accuracy of Latent-space-based Recommender Systems by Introducing a Cut-off Criterion. EnCHIReS@EICS (2016)
Roberto Saia, Salvatore Carta
An Entropy Based Algorithm for Credit Scoring. CONFENIS (2016)
Ludovico Boratto, Salvatore Carta, Gianni Fenu, Roberto Saia
Exploiting a Determinant-Based Metric to Evaluate a Word-Embeddings Matrix of Items. ICDM Workshops (2016)
Ludovico Boratto, Salvatore Carta, Gianni Fenu
Analysis of the Properties that Affect the Accuracy of a Group Recommender System. GSCIT (2016)
Roberto Saia, Salvatore Carta
A Linear-dependence-based Approach to Design Proactive Credit Scoring Models. KDIR (2016)
Ludovico Boratto, Mattia Cadeddu, Salvatore Carta, Gianni Deplano, Fabio Mereu
A Tool to Analyze the Reading Behavior of the Users in a Mobile Digital Publishing Platform. KDWeb (2016)
Roberto Saia, Ludovico Boratto, Salvatore Carta, Gianni Fenu
Binary sieves: Toward a semantic approach to user segmentation for behavioral targeting. Future Gener. Comput. Syst. 64 (2016)
Ludovico Boratto, Salvatore Carta, Gianni Fenu, Roberto Saia
Using neural word embeddings to model user behavior and detect user segments. Knowl. Based Syst. 108 (2016)
Ludovico Boratto, Salvatore Carta
The rating prediction task in a group recommender system that automatically detects groups: architectures, algorithms, and performance evaluation. J. Intell. Inf. Syst. 45 (2) (2015)
Ludovico Boratto, Salvatore Carta
ART: group recommendation approaches for automatically detected groups. Int. J. Mach. Learn. Cybern. 6 (6) (2015)
Roberto Saia, Ludovico Boratto, Salvatore Carta
A Latent Semantic Pattern Recognition Strategy for an Untrivial Targeted Advertising. BigData Congress (2015)
Roberto Saia, Ludovico Boratto, Salvatore Carta
Multiple Behavioral Models: A Divide and Conquer Strategy to Fraud Detection in Financial Data Streams. KDIR (2015)
Ludovico Boratto, Salvatore Carta
Modeling the Preferences of a Group of Users Detected by Clustering: a Group Recommendation Case-Study. WIMS (2014)
Matteo Manca, Ludovico Boratto, Salvatore Carta
Using Behavioral Data Mining to Produce Friend Recommendations in a Social Bookmarking System. DATA (Revised Selected Papers) (2014)
Paolo Pilloni, Lucio Davide Spano, Fabrizio Mulas, Gianni Fenu, Salvatore Carta
Experiences from a Long Run with a Virtual Personal Trainer. HCI (7) (2014)
Ludovico Boratto, Salvatore Carta
Impact of Content Novelty on the Accuracy of a Group Recommender System. DaWaK (2014)
Matteo Manca, Ludovico Boratto, Salvatore Carta
Mining User Behavior in a Social Bookmarking System - A Delicious Friend Recommender System. DATA (2014)
Roberto Saia, Ludovico Boratto, Salvatore Carta
Semantic Coherence-based User Profile Modeling in the Recommender Systems Context. KDIR (2014)
Ludovico Boratto, Salvatore Carta
Using Collaborative Filtering to Overcome the Curse of Dimensionality when Clustering Users in a Group Recommender System. ICEIS (2) (2014)
Paolo Pilloni, Fabrizio Mulas, Luisella Piredda, Salvatore Carta
Assessing the User Experience Design as a Persuasive Methodology in a Real World Sport Application. MoMM (2013)
Fabrizio Mulas, Paolo Pilloni, Matteo Manca, Ludovico Boratto, Salvatore Carta
Linking Human-Computer Interaction with the Social Web: A web application to improve motivation in the exercising activity of users. CogInfoCom (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Salvatore Carta