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About Me
Salvatore Mario Carta is Full Professor at the Department of Mathematics and Computer Science of the University of Cagliari..
He received a PhD in Electronics and Computer Science from the University of Cagliari in 2003 and in 2005 joined Department of Mathematics and Computer Science of the University of Cagliari as Assistant Professor. In 2006 and 2007 he was guest researcher at the Swiss Federal Institute of Technology as invited Professor. He became Associate Professor in 2014 and Full Professor in 2021.
Salvatore Carta is founder and Director of the Artificial Intelligence and Big Data Laboratory at the Department of Mathematics and Computer Science of the University of Cagliari. His current research activities are focused on the following fields:
- Large language models for automatic capture and digital representation and transformation of knowledge
- AI Algorithms and platforms for road accidents prevention and smart mobility
- AI algorithms for financial forecasting and robo-trading
- Clustering algorithms, social media analysis, and text mining for behavioral pattern identification and recommendation in group of users and in single users
- AI algorithms for credit scoring, fraud detection and intrusion detection
- E-coaching platforms and AI algorithms for healthy lifestyles
He is author of more than 160 conference and journal papers in these research fields, with more than 3100 citations and H-index 31 on Scopus, more than 4800 citations and H-index 38 on Scholar. He is member of the ACM and former Local Unit Responsible for CINI.
He also founded 4 hi-tech companies, spin off of the University of Cagliari:
- The Cloud Alchemist Srl: founded in 2022, currently CEO, Chief Science Officer and shareholder. It researches and develops disruptive AI algorithms and platforms for cloud computing (www.the cloudalchemist.com).
- Visioscientiae Srl: founded in 2018, currently CEO, Chief Science Officer and shareholder. It is focused on research, development and delivery of disruptive algorithms and platforms in the fields of generative and traditional Artificial Intelligence (www.visiocientiae.com).
- Everywhere Sport Srl: founded in 2013, currently shareholder and Chief Science Officer. It develops innovative AI algorithms and platforms for e-coaching. Its services are available through the u4fit platform (www.u4fit.com).
- Xorovo Srl: founded in 2008, has been the CEO from 2008 to 2017. It gained a growing importance in the mobile applications and platforms market, and was acquired in 2017 by the multinational professional services firm Ernst & Young (doing business as EY).
Publications (155)
| Document title | Author | Years | Source |
|---|---|---|---|
| Corporate risk stratification through an interpretable autoencoder-based model | Giuliani A., Savona R., Carta S., Addari G., Podda A.S., | 2025 | Computers and Operations Research |
| Multi-scale deep learning ensemble for segmentation of endometriotic lesions | Podda A.S., Balia R., Barra S., Carta S., Neri M., Guerriero S., Piano L., | 2024 | Neural Computing and Applications |
| RoadSense3D: A Framework for Roadside Monocular 3D Object Detection | Carta S., Castrillón-Santana M., Marras M., Mohamed S., Podda A.S., Saia R., Sau M., Zimmer W., | 2024 | UMAP 2024 - Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization |
| Towards Zero-shot Knowledge Graph building: Automated Schema Inference | Carta S., Giuliani A., Manca M.M., Piano L., Tiddia S.G., | 2024 | UMAP 2024 - Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization |
| Towards Knowledge Graph Refinement: Misdirected Triple Identification | Carta S., Giuliani A., Manca M.M., Piano L., Pompianu L., Tiddia S.G., | 2024 | UMAP 2024 - Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization |
| Artificial Intelligence Methods for Smart Cities | Podda A.S., Carta S., Barra S., | 2024 | Sensors |
| CARgram: CNN-based accident recognition from road sounds through intensity-projected spectrogram analysis | Podda A.S., Balia R., Pompianu L., Carta S., Fenu G., Saia R., | 2024 | Digital Signal Processing: A Review Journal |
| Enhancing workplace safety: A flexible approach for personal protective equipment monitoring | Pisu A., Elia N., Pompianu L., Barchi F., Acquaviva A., Carta S., | 2024 | Expert Systems with Applications |
| A Zero-Shot Strategy for Knowledge Graph Engineering Using GPT-3.5 | Carta S., Giuliani A., Manca M.M., Piano L., Podda A.S., Pompianu L., Tiddia S.G., | 2024 | Procedia Computer Science |
| An End-to-End OCR-Free Solution For Identity Document Information Extraction | Carta S., Giuliani A., Piano L., Tiddia S.G., | 2024 | Procedia Computer Science |
| Instruct Large Language Models for Public Administration Document Information Extraction | Carta S., Giuliani A., Manca M.M., Piano L., Pisu A., Tiddia S.G., | 2024 | CEUR Workshop Proceedings |
| Brain Waves Combined with Evoked Potentials as Biometric Approach for User Identification: A Survey | Saia R., Carta S., Fenu G., Pompianu L., | 2024 | Lecture Notes in Networks and Systems |
| Influencing brain waves by evoked potentials as biometric approach: taking stock of the last six years of research | Saia R., Carta S., Fenu G., Pompianu L., | 2023 | Neural Computing and Applications |
| FootApp: An AI-powered system for football match annotation | Barra S., Carta S.M., Giuliani A., Pisu A., Podda A.S., Riboni D., | 2023 | Multimedia Tools and Applications |
| SailGenie: SAiling expertIse to knowLedge Graph through opEN Information Extraction | Carta S., Fariello P., Giuliani A., Piano L., Podda A.S., Tiddia S.G., | 2023 | Procedia Computer Science |
| Electronic Components Authentication via Physical Analysis | Mura G., Carta S., Ricci P.C., Martines G., | 2023 | 2023 IEEE 33rd International Conference on Microelectronics, MIEL 2023 |
| Leveraging the Training Data Partitioning to Improve Events Characterization in Intrusion Detection Systems | Saia R., Carta S., Fenu G., Pompianu L., | 2023 | Journal of Advances in Information Technology |
| Empowering Digital Transformation in Tourism through Intelligent Methods for Representation and Exploitation of Cultural Heritage Knowledge | Carta S., Fenu G., Giuliani A., Manca M.M., Marras M., Piano L., Podda A.S., Pompianu L., Tiddia S.G., | 2023 | CEUR Workshop Proceedings |
| A Practical Approach for Vehicle Speed Estimation in Smart Cities | Barra S., Carta S., Meloni A., Podda A.S., Recupero D.R., | 2023 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
| Statistical arbitrage powered by Explainable Artificial Intelligence | Carta S., Consoli S., Podda A.S., Recupero D.R., Stanciu M.M., | 2022 | Expert Systems with Applications |
| Fair performance-based user recommendation in eCoaching systems | Boratto L., Carta S., Iguider W., Mulas F., Pilloni P., | 2022 | User Modeling and User-Adapted Interaction |
| An eXplainable Artificial Intelligence tool for statistical arbitrage | Carta S., Consoli S., Podda A.S., Reforgiato Recupero D., Stanciu M.M., | 2022 | Software Impacts |
| Fully-automated deep learning pipeline for segmentation and classification of breast ultrasound images | Podda A.S., Balia R., Barra S., Carta S., Fenu G., Piano L., | 2022 | Journal of Computational Science |
| VSTAR: Visual Semantic Thumbnails and tAgs Revitalization | Carta S., Giuliani A., Piano L., Podda A.S., Reforgiato Recupero D., | 2022 | Expert Systems with Applications |
| A Region-based Training Data Segmentation Strategy to Credit Scoring | Saia R., Carta S., Fenu G., Pompianu L., | 2022 | Proceedings of the International Conference on Security and Cryptography |
| Brain Waves and Evoked Potentials as Biometric User Identification Strategy: An Affordable Low-cost Approach | Saia R., Carta S., Fenu G., Pompianu L., | 2022 | Proceedings of the International Conference on Security and Cryptography |
| CulturAI: Semantic Enrichment of Cultural Data Leveraging Artificial Intelligence | Carta S.M., Consoli S., Giuliani A., Podda A.S., Recupero D.R., | 2022 | IEEE Access |
| Smart Contracts for Certified and Sustainable Safety-Critical Continuous Monitoring Applications | Elia N., Barchi F., Parisi E., Pompianu L., Carta S., Bartolini A., Acquaviva A., | 2022 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
| Explainable AI for Financial Forecasting | Carta S., Podda A.S., Reforgiato Recupero D., Stanciu M.M., | 2022 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
| A Big Data framework based on Apache Spark for Industry-specific Lexicon Generation for Stock Market Prediction | Angioni S., Carta S., Consoli S., Reforgiato Recupero D., Stanciu M.M., | 2021 | ACM International Conference Proceeding Series |
| Credit scoring by leveraging an ensemble stochastic criterion in a transformed feature space | Carta S., Ferreira A., Reforgiato Recupero D., Saia R., | 2021 | Progress in Artificial Intelligence |
| Wireless internet, multimedia, and artificial intelligence: new applications and infrastructures | Saia R., Carta S., Bergmann O., | 2021 | Future Internet |
| Heimdall: An AI-based infrastructure for traffic monitoring and anomalies detection | Atzori A., Barra S., Carta S., Fenu G., Podda A.S., | 2021 | 2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2021 |
| A multi-layer and multi-ensemble stock trader using deep learning and deep reinforcement learning | Carta S., Corriga A., Ferreira A., Podda A.S., Recupero D.R., | 2021 | Applied Intelligence |
| Multi-DQN: An ensemble of Deep Q-learning agents for stock market forecasting | Carta S., Ferreira A., Podda A.S., Reforgiato Recupero D., Sanna A., | 2021 | Expert Systems with Applications |
| From Payment Services Directive 2 (PSD2) to Credit Scoring: A Case Study on an Italian Banking Institution | Saia R., Giuliani A., Pompianu L., Carta S., | 2021 | International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K - Proceedings |
| A Deep Learning Solution for Integrated Traffic Control Through Automatic License Plate Recognition | Balia R., Barra S., Carta S., Fenu G., Podda A.S., Sansoni N., | 2021 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
| Event Detection in Finance Using Hierarchical Clustering Algorithms on News and Tweets | Carta S., Consoli S., Piras L., Podda A.S., Recupero D.R., | 2021 | PeerJ Computer Science |
| Ensembling and Dynamic Asset Selection for Risk-Controlled Statistical Arbitrage | Carta S.M., Consoli S., Podda A.S., Recupero D.R., Stanciu M.M., | 2021 | IEEE Access |
| Explainable Machine Learning Exploiting News and Domain-Specific Lexicon for Stock Market Forecasting | Carta S.M., Consoli S., Piras L., Podda A.S., Recupero D.R., | 2021 | IEEE Access |
| HawkEye: A visual framework for agile cross-validation of deep learning approaches in financial forecasting | Carta S., Consoli S., Corriga A., Dapiaggi R., Podda A.S., Reforgiato Recupero D., | 2020 | ACM International Conference Proceeding Series |
| A local feature engineering strategy to improve network anomaly detection | Carta S., Podda A.S., Recupero D.R., Saia R., | 2020 | Future Internet |
| A Voice User Interface for football event tagging applications | Barra S., Carcangiu A., Carta S., Podda A.S., Riboni D., | 2020 | ACM International Conference Proceeding Series |
| Popularity prediction of instagram posts | Carta S., Podda A.S., Recupero D.R., Saia R., Usai G., | 2020 | Information (Switzerland) |
| Modeling real-time data and contextual information from workouts in eCoaching platforms to predict users’ sharing behavior on Facebook | Boratto L., Carta S., Ibba F., Mulas F., Pilloni P., | 2020 | User Modeling and User-Adapted Interaction |
| Deep learning and time series-To-image encoding for financial forecasting | Barra S., Carta S.M., Corriga A., Podda A.S., Recupero D.R., | 2020 | IEEE/CAA Journal of Automatica Sinica |
| Automated tag enrichment by semantically related trends | Arca A., Carta S., Giuliani A., Stanciu M.M., Recupero D.R., | 2020 | WEBIST 2020 - Proceedings of the 16th International Conference on Web Information Systems and Technologies |
| Efficient thumbnail identification through object recognition | Carta S., Gaeta E., Giuliani A., Piano L., Recupero D.R., | 2020 | WEBIST 2020 - Proceedings of the 16th International Conference on Web Information Systems and Technologies |
| A feature space transformation to intrusion detection systems | Saia R., Carta S., Recupero D.R., Fenu G., | 2020 | IC3K 2020 - Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management |
| A Two-Step Feature Space Transforming Method to Improve Credit Scoring Performance | Carta S., Fenu G., Ferreira A., Reforgiato Recupero D., Saia R., | 2020 | Communications in Computer and Information Science |
| Dynamic Industry-Specific Lexicon Generation for Stock Market Forecast | Carta S., Consoli S., Piras L., Podda A.S., Reforgiato Recupero D., | 2020 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
| A General Approach for Risk Controlled Trading Based on Machine Learning and Statistical Arbitrage | Carta S., Recupero D.R., Saia R., Stanciu M.M., | 2020 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
| A combined entropy-based approach for a proactive credit scoring | Carta S., Ferreira A., Reforgiato Recupero D., Saia M., Saia R., | 2020 | Engineering Applications of Artificial Intelligence |
| Dissecting Ponzi schemes on Ethereum: Identification, analysis, and impact | Bartoletti M., Carta S., Cimoli T., Saia R., | 2020 | Future Generation Computer Systems |
| Fraud detection for E-commerce transactions by employing a prudential Multiple Consensus model | Carta S., Fenu G., Reforgiato Recupero D., Saia R., | 2019 | Journal of Information Security and Applications |
| Evaluating the benefits of using proactive transformed-domain-based techniques in fraud detection tasks | Saia R., Carta S., | 2019 | Future Generation Computer Systems |
| A holistic auto-configurable ensemble machine learning strategy for financial trading | Carta S., Corriga A., Ferreira A., Recupero D.R., Saia R., | 2019 | Computation |
| A discretized enriched technique to enhance machine learning performance in credit scoring | Saia R., Carta S., Recupero D.R., Fenu G., Saia M., | 2019 | IC3K 2019 - Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management |
| A discretized extended feature space (DEFS) model to improve the anomaly detection performance in network intrusion detection systems | Saia R., Carta S., Recupero D.R., Fenu G., Stanciu M.M., | 2019 | IC3K 2019 - Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management |
| A supervised multi-class multi-label word embeddings approach for toxic comment classification | Carta S., Corriga A., Mulas R., Recupero D.R., Saia R., | 2019 | IC3K 2019 - Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management |
| Internet of entities (IoE): A blockchain-based distributed paradigm for data exchange between wireless-based devices | Saia R., Carta S., Recupero D.R., Fenu G., | 2019 | SENSORNETS 2019 - Proceedings of the 8th International Conference on Sensor Networks |
| Introducing a vector space model to perform a proactive credit scoring | Saia R., Carta S., | 2019 | Communications in Computer and Information Science |
| Forecasting E-commerce products prices by combining an autoregressive integrated moving average (ARIMA) model and Google Trends data | Carta S., Medda A., Pili A., Recupero D.R., Saia R., | 2018 | Future Internet |
| Guest Editorial: Behavioral-Data Mining in Information Systems and the Big Data Era | Boratto L., Carta S., Kaltenbrunner A., Manca M., | 2018 | Information Systems Frontiers |
| Behavioral data mining to produce novel and serendipitous friend recommendations in a social bookmarking system | Manca M., Boratto L., Carta S., | 2018 | Information Systems Frontiers |
| Recommender System Lets Coaches Identify and Help Athletes Who Begin Losing Motivation | Pilloni P., Piras L., Carta S., Fenu G., Mulas F., Boratto L., | 2018 | Computer |
| A wavelet-based data analysis to credit scoring | Saia R., Carta S., Fenu G., | 2018 | ACM International Conference Proceeding Series |
| A probabilistic-driven ensemble approach to perform event classification in intrusion detection system | Saia R., Carta S., Recupero D.R., | 2018 | IC3K 2018 - Proceedings of the 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management |
| Predicting workout quality to help coaches support sportspeople | Boratto L., Carta S., Iguider W., Mulas F., Pilloni P., | 2018 | CEUR Workshop Proceedings |
| NewsVallum: Semantics-Aware Text and Image Processing for Fake News Detection system | Armano G., Battiato S., Bennato D., Boratto L., Carta S.M., Noia T.D., Sciascio E.D., Ortis A., Recupero D.R., | 2018 | CEUR Workshop Proceedings |
| Employing document embeddings to solve the “new catalog” problem in user targeting, and provide explanations to the users | Boratto L., Carta S., Fenu G., Piras L., | 2018 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
| A fourier spectral pattern analysis to design credit scoring models | Saia R., Carta S., | 2017 | ACM International Conference Proceeding Series |
| Semantics-aware content-based recommender systems: Design and architecture guidelines | Boratto L., Carta S., Fenu G., Saia R., | 2017 | Neurocomputing |
| An e-coaching ecosystem: design and effectiveness analysis of the engagement of remote coaching on athletes | Boratto L., Carta S., Mulas F., Pilloni P., | 2017 | Personal and Ubiquitous Computing |
| Exploiting the evaluation frequency of the items to enhance the recommendation accuracy | Saia R., Boratto L., Carta S., | 2017 | Proceedings - 2016 Global Summit on Computer and Information Technology, GSCIT 2016 |
| Analysis of the properties that affect the accuracy of a group recommender system | Boratto L., Carta S., Fenu G., | 2017 | Proceedings - 2016 Global Summit on Computer and Information Technology, GSCIT 2016 |
| Second workshop on engineering computer-human interaction in recommender systems (EnCHIReS) | Boratto L., Carta S., Fenu G., | 2017 | Proceedings of the ACM SIGCHI Symposium on Engineering Interactive Computing Systems, EICS 2017 |
| The role of social interaction on users motivation to exercise: A persuasive web framework to enhance the self-management of a healthy lifestyle | Boratto L., Carta S., Fenu G., Manca M., Mulas F., Pilloni P., | 2017 | Pervasive and Mobile Computing |
| Investigating the role of the rating prediction task in granularity-based group recommender systems and big data scenarios | Boratto L., Carta S., Fenu G., | 2017 | Information Sciences |
| Recommendation in persuasive eHealth systems: An effective strategy to spot users' losing motivation to exercise | Pilloni P., Piras L., Boratto L., Carta S., Fenu G., Mulas F., | 2017 | CEUR Workshop Proceedings |
| Preface on the second workshop on engineering computer-human interaction in recommender systems ((EnCHIReS 2017) | Boratto L., Carta S., Fenu G., | 2017 | CEUR Workshop Proceedings |
| Evaluating credit card transactions in the frequency domain for a proactive fraud detection approach | Saia R., Carta S., | 2017 | ICETE 2017 - Proceedings of the 14th International Joint Conference on e-Business and Telecommunications |
| A frequency-domain-based pattern mining for credit card fraud detection | Saia R., Carta S., | 2017 | IoTBDS 2017 - Proceedings of the 2nd International Conference on Internet of Things, Big Data and Security |
| Influence of Rating Prediction on Group Recommendation’s Accuracy | Boratto L., Carta S., Fenu G., Mulas F., Pilloni P., | 2016 | IEEE Intelligent Systems |
| Influence of rating prediction on group recommendation's accuracy | Boratto L., Carta S., Fenu G., Mulas F., Pilloni P., | 2016 | IEEE Intelligent Systems |
| Binary sieves: Toward a semantic approach to user segmentation for behavioral targeting | Saia R., Boratto L., Carta S., Fenu G., | 2016 | Future Generation Computer Systems |
| Discovery and representation of the preferences of automatically detected groups: Exploiting the link between group modeling and clustering | Boratto L., Carta S., Fenu G., | 2016 | Future Generation Computer Systems |
| Using neural word embeddings to model user behavior and detect user segments | Boratto L., Carta S., Fenu G., Saia R., | 2016 | Knowledge-Based Systems |
| A semantic approach to remove incoherent items from a user profile and improve the accuracy of a recommender system | Saia R., Boratto L., Carta S., | 2016 | Journal of Intelligent Information Systems |
| Exploiting a Determinant-Based Metric to Evaluate a Word-Embeddings Matrix of Items | Boratto L., Carta S., Fenu G., Saia R., | 2016 | IEEE International Conference on Data Mining Workshops, ICDMW |
| Workshop on engineering human-computer interaction in recommender systems | Boratto L., Spano L., Carta S., Fenu G., | 2016 | EICS 2016 - 8th ACM SIGCHI Symposium on Engineering Interactive Computing Systems |
| A tool to analyze the reading behavior of the users in a mobile digital publishing platform | Boratto L., Cadeddu M., Carta S., Deplano G., Mereu F., | 2016 | CEUR Workshop Proceedings |
| Introduction to the special issue on human-computer interaction and the social web | Carta S., Boratto L., | 2016 | Future Internet |
| A linear-dependence-based approach to design proactive credit scoring models | Saia R., Carta S., | 2016 | IC3K 2016 - Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management |
| An entropy based algorithm for credit scoring | Saia R., Carta S., | 2016 | Lecture Notes in Business Information Processing |
| Preface | Spano L., Boratto L., Carta S., Fenu G., | 2016 | CEUR Workshop Proceedings |
| Improving the accuracy of latent-space-based recommender systems by introducing a cut-off criterion | Boratto L., Carta S., Saia R., | 2016 | CEUR Workshop Proceedings |
| A class-based strategy to user behavior modeling in recommender systems | Saia R., Boratto L., Carta S., | 2016 | Studies in Computational Intelligence |
| Representing items as word-embedding vectors and generating recommendations by measuring their linear independence | Boratto L., Carta S., Fenu G., Saia R., | 2016 | CEUR Workshop Proceedings |
| Keep the beat: Audio guidance for runner training | Balvis L., Boratto L., Mulas F., Spano L., Carta S., Fenu G., | 2016 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
| ART: group recommendation approaches for automatically detected groups | Boratto L., Carta S., | 2015 | International Journal of Machine Learning and Cybernetics |
| The rating prediction task in a group recommender system that automatically detects groups: architectures, algorithms, and performance evaluation | Boratto L., Carta S., | 2015 | Journal of Intelligent Information Systems |
| UP SCHOOL: Introduction of pervasive learning technologies to enhance classic educational models | Garau P., Boratto L., Carta S., Fenu G., | 2015 | Bulletin of the Technical Committee on Learning Technology |
| A new perspective on recommender systems: A class path information model | Saia R., Boratto L., Carta S., | 2015 | Proceedings of the 2015 Science and Information Conference, SAI 2015 |
| A Latent Semantic Pattern Recognition Strategy for an Untrivial Targeted Advertising | Saia R., Boratto L., Carta S., | 2015 | Proceedings - 2015 IEEE International Congress on Big Data, BigData Congress 2015 |
| Using behavioral data mining to produce friend recommendations in a social bookmarking system | Manca M., Boratto L., Carta S., | 2015 | Communications in Computer and Information Science |
| Multiple behavioral models: A divide and conquer strategy to fraud detection in financial data streams | Saia R., Boratto L., Carta S., | 2015 | IC3K 2015 - Proceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management |
| Friend recommendation in a social bookmarking system: Design and architecture guidelines | Manca M., Boratto L., Carta S., | 2015 | Studies in Computational Intelligence |
| Design and architecture of a friend recommender system in the social bookmarking domain | Manca M., Boratto L., Carta S., | 2014 | Proceedings of 2014 Science and Information Conference, SAI 2014 |
| Mining user behavior in a social bookmarking system: A delicious friend recommender system | Manca M., Boratto L., Carta S., | 2014 | DATA 2014 - Proceedings of 3rd International Conference on Data Management Technologies and Applications |
| Semantic coherence-based user profile modeling in the recommender systems context | Saia R., Boratto L., Carta S., | 2014 | KDIR 2014 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval |
| Impact of content novelty on the accuracy of a group recommender system | Boratto L., Carta S., | 2014 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
| Modeling the preferences of a group of users detected by clustering: A group recommendation case-study | Boratto L., Carta S., | 2014 | ACM International Conference Proceeding Series |
| Experiences from a long run with a virtual personal trainer | Pilloni P., Spano L., Mulas F., Fenu G., Carta S., | 2014 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
| Using collaborative filtering to overcome the curse of dimensionality when clustering users in a group recommender system | Boratto L., Carta S., | 2014 | ICEIS 2014 - Proceedings of the 16th International Conference on Enterprise Information Systems |
| Assessing the user experience design as a persuasive methodology in a real world sport application | Pilloni P., Mulas F., Piredda L., Carta S., | 2013 | ACM International Conference Proceeding Series |
| Using new communication technologies and social media interaction to improve the motivation of users to exercise | Mulas F., Pilloni P., Manca M., Boratto L., Carta S., | 2013 | 2nd International Conference on Future Generation Communication Technologies, FGCT 2013 |
| Linking Human-Computer Interaction with the Social Web: A web application to improve motivation in the exercising activity of users | Mulas F., Pilloni P., Manca M., Boratto L., Carta S., | 2013 | 4th IEEE International Conference on Cognitive Infocommunications, CogInfoCom 2013 - Proceedings |
| Queue-based scheduling for soft real time applications | Mulas F., Carta S., Acquaviva A., | 2011 | MMEDIA - International Conferences on Advances in Multimedia |
| Everywhere Run: A virtual personal trainer for supporting people in their running activity | Mulas F., Carta S., Pilloni P., Manca M., | 2011 | ACM International Conference Proceeding Series |
| Groups identification and individual recommendations in group recommendation algorithms | Boratto L., Carta S., Satta M., | 2010 | CEUR Workshop Proceedings |
| State-of-the-art in group recommendation and new approaches for automatic identification of groups | Boratto L., Carta S., | 2010 | Studies in Computational Intelligence |
| Network-adaptive management of computation energy in wireless sensor networks | Mulas F., Acquaviva A., Carta S., Fenu G., Quaglia D., Fummi F., | 2010 | Proceedings of the ACM Symposium on Applied Computing |
| Group recommendation with automatic identification of users communities | Boratto L., Carta S., Chessa A., Agelli M., Clemente M., | 2009 | Proceedings - 2009 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT Workshops 2009 |
| Thermal balancing policy for multiprocessor stream computing platforms | Mulas F., Atienza D., Acquaviva A., Carta S., Benini L., De Micheli G., | 2009 | IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems |
| A feedback-based approach to DVFS in data-flow applications | Alimonda A., Carta S., Acquaviva A., Pisano A., Benini L., | 2009 | IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems |
| RATC: A robust automated tag clustering technique | Boratto L., Carta S., Vargiu E., | 2009 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
| Temperature and leakage aware power control for embedded streaming applications | Alimonda A., Acquaviva A., Carta S., | 2008 | Proceedings - 11th EUROMICRO Conference on Digital System Design Architectures, Methods and Tools, DSD 2008 |
| Thermal balancing policy for streaming computing on multiprocessor architectures | Mulas F., Pittau M., Buttu M., Carta S., Benini L., Acquaviva A., Atienza D., De Micheli G., | 2008 | Proceedings -Design, Automation and Test in Europe, DATE |
| Assessing task migration impact on embedded soft real-time streaming multimedia applications | Acquaviva A., Alimonda A., Carta S., Pittau M., | 2008 | Eurasip Journal on Embedded Systems |
| Designing routing and message-dependent deadlock free networks on chips | Murali S., Meloni P., Angiolini F., Atienza D., Carta S., Benini L., De Micheli G., Raffo L., | 2008 | IFIP International Federation for Information Processing |
| MiGra: A task migration algorithm for reducing temperature gradient in multiprocessor systems on chip | Carta S., Mereu F., Acquaviva A., De Micheli G., | 2007 | 2007 International Symposium on System-on-Chip Proceedings, SOC |
| Impact of task migration on streaming multimedia for embedded multiprocessors: A quantitative evaluation | Pittau M., Alimonda A., Carta S., Acquaviva A., | 2007 | Proceedings of the 2007 IEEE/ACM/IFIP Workshop on Embedded Systems for Real-Time Multimedia, ESTIMedia 2007 |
| On the impact of serialization on the cache performances in Network-on-Chip based MPSoCs | Meloni P., Busonera G., Carta S., Raffo L., | 2007 | Proceedings - 10th Euromicro Conference on Digital System Design Architectures, Methods and Tools, DSD 2007 |
| Optimizing the serialization factor in Networks-on-Chip: A case of study | Busonera G., Meloni P., Carta S., Raffo L., | 2007 | Proceedings of the 2007 Ph.D Research in Microelectronics and Electronics conference, PRIME 2007 |
| Multi-processor operating system emulation framework with thermal feedback for systems-on-chip | Carta S., Pittau M., Acquaviva A., Del Valle P.G., Atienza D., De Micheli G., Rincon F., Benini L., Mendias J.M., | 2007 | Proceedings of the ACM Great Lakes Symposium on VLSI, GLSVLSI |
| A control theoretic approach to energy-efficient pipelined computation in MPSoCs | Carta S., Alimonda A., Pisano A., Acquaviva A., Benini L., | 2007 | Transactions on Embedded Computing Systems |
| Synthesis of predictable networks-on-chip-based interconnect architectures for chip multiprocessors | Murali S., Atienza D., Meloni P., Carta S., Benini L., De Micheli G., Raffo L., | 2007 | IEEE Transactions on Very Large Scale Integration (VLSI) Systems |
| Area and power modeling for networks-on-chip with layout awareness | Meloni P., Loi I., Angiolini F., Carta S., Barbaro M., Raffo L., Benini L., | 2007 | VLSI Design |
| A layout-aware analysis of networks-on-chip and traditional interconnects for MPSoCs | Angiolini F., Meloni P., Carta S.M., Raffo L., Benini L., | 2007 | IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems |
| Area and power modeling methodologies for networks-on-chip | Meloni P., Carta S., Argiolas R., Raffo L., Angiolini F., | 2006 | 2006 1st International Conference on Nano-Networks and Workshops, Nano-Net |
| Exploiting memory-boundedness in energy-efficient hard real-time scheduling | Spiga M., Spiga M., Alimonda A., Carta S., Aymerich F., Acquaviva A., | 2006 | Industrial Embedded Systems - IES'2006 |
| Designing application-specific networks on chips with floorplan information | Murali S., Meloni P., Angiolini F., Atienza D., Carta S., Benini L., De Micheli G., Raffo L., | 2006 | IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD |
| Non-linear feedback control for energy efficient on-chip streaming computation | Alimonda A., Carta S., Acquaviva A., Pisano A., | 2006 | Industrial Embedded Systems - IES'2006 |
| Automatic application partitioning on FPGA/CPU systems based on detailed low-level information | Busonera G., Marongiu A., Carta S., Raffo L., | 2006 | Proceedings of the 9th EUROMICRO Conference on Digital System Design: Architectures, Methods and Tools, DSD 2006 |
| Reconfigurable coprocessor for multimedia application domain | Carta S., Pani D., Raffo L., | 2006 | Journal of VLSI Signal Processing Systems for Signal, Image, and Video Technology |
| Routing aware switch hardware customization for networks on chips | Meloni P., Murali S., Carta S., Camplani M., Raffo L., De Micheli G., | 2006 | 2006 1st International Conference on Nano-Networks and Workshops, Nano-Net |
| Designing message-dependent deadlock free networks on chips for application-specific systems on chips | Murali S., Meloni P., Angiolini F., Atienza D., Carta S., Benini L., De Michela G., Raffo L., | 2006 | IFIP VLSI-SoIC 2006 - IFIP WG 10.5 International Conference on Very Large Scale Integration and System-on-Chip |
| Contrasting a NoC and a traditional interconnect fabric with layout awareness | Angiolini F., Meloni P., Carta S., Benini L., Raffo L., | 2006 | Proceedings -Design, Automation and Test in Europe, DATE |
| A control theoretic approach to run-time energy optimization of pipelined processing in MPSoCs | Alimonda A., Acquaviva A., Carta S., Pisano A., | 2006 | Proceedings -Design, Automation and Test in Europe, DATE |
| xpipes lite: A synthesis oriented design library for networks on chips | Stergiou S., Angiolini F., Carta S., Raffo L., Bertozzi D., De Micheli G., | 2005 | Proceedings -Design, Automation and Test in Europe, DATE '05 |
| Remarkable cycles reduction in GSM voice coding by reconfigurable coprocessor with standard interface | Carta S.M., Raffo L., | 2003 | IEICE Transactions on Electronics |
| Processing time saving in low power voice coding applications using synchronous reconfigurable co-processing architecture | Carta S.M., Raffo L., | 2002 | Proceedings of the IEEE International Conference on Electronics, Circuits, and Systems |
| 44.6% processing cycles reduction in GSM voice coding by low-power reconfigurable co-processor architecture | Atzori E., Carta S., Raffo L., | 2002 | Electronics Letters |
| Modular digital VLSI architecture for stereo depth estimation in industrial applications | Alimonda A., Carta S., Raffo L., | 1999 | Proceedings - IEEE International Symposium on Circuits and Systems |
Giuliani A., Savona R., Carta S., Addari G., Podda A.S., Corporate risk stratification through an interpretable autoencoder-based model (2025), Computers and Operations Research
Podda A.S., Balia R., Barra S., Carta S., Neri M., Guerriero S., Piano L., Multi-scale deep learning ensemble for segmentation of endometriotic lesions (2024), Neural Computing and Applications
Carta S., Castrillón-Santana M., Marras M., Mohamed S., Podda A.S., Saia R., Sau M., Zimmer W., RoadSense3D: A Framework for Roadside Monocular 3D Object Detection (2024), UMAP 2024 - Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization
Carta S., Giuliani A., Manca M.M., Piano L., Tiddia S.G., Towards Zero-shot Knowledge Graph building: Automated Schema Inference (2024), UMAP 2024 - Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization
Carta S., Giuliani A., Manca M.M., Piano L., Pompianu L., Tiddia S.G., Towards Knowledge Graph Refinement: Misdirected Triple Identification (2024), UMAP 2024 - Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization
Podda A.S., Carta S., Barra S., Artificial Intelligence Methods for Smart Cities (2024), Sensors
Podda A.S., Balia R., Pompianu L., Carta S., Fenu G., Saia R., CARgram: CNN-based accident recognition from road sounds through intensity-projected spectrogram analysis (2024), Digital Signal Processing: A Review Journal
Pisu A., Elia N., Pompianu L., Barchi F., Acquaviva A., Carta S., Enhancing workplace safety: A flexible approach for personal protective equipment monitoring (2024), Expert Systems with Applications
Carta S., Giuliani A., Manca M.M., Piano L., Podda A.S., Pompianu L., Tiddia S.G., A Zero-Shot Strategy for Knowledge Graph Engineering Using GPT-3.5 (2024), Procedia Computer Science
Carta S., Giuliani A., Piano L., Tiddia S.G., An End-to-End OCR-Free Solution For Identity Document Information Extraction (2024), Procedia Computer Science
Carta S., Giuliani A., Manca M.M., Piano L., Pisu A., Tiddia S.G., Instruct Large Language Models for Public Administration Document Information Extraction (2024), CEUR Workshop Proceedings
Saia R., Carta S., Fenu G., Pompianu L., Brain Waves Combined with Evoked Potentials as Biometric Approach for User Identification: A Survey (2024), Lecture Notes in Networks and Systems
Saia R., Carta S., Fenu G., Pompianu L., Influencing brain waves by evoked potentials as biometric approach: taking stock of the last six years of research (2023), Neural Computing and Applications
Barra S., Carta S.M., Giuliani A., Pisu A., Podda A.S., Riboni D., FootApp: An AI-powered system for football match annotation (2023), Multimedia Tools and Applications
Carta S., Fariello P., Giuliani A., Piano L., Podda A.S., Tiddia S.G., SailGenie: SAiling expertIse to knowLedge Graph through opEN Information Extraction (2023), Procedia Computer Science
Mura G., Carta S., Ricci P.C., Martines G., Electronic Components Authentication via Physical Analysis (2023), 2023 IEEE 33rd International Conference on Microelectronics, MIEL 2023
Saia R., Carta S., Fenu G., Pompianu L., Leveraging the Training Data Partitioning to Improve Events Characterization in Intrusion Detection Systems (2023), Journal of Advances in Information Technology
Carta S., Fenu G., Giuliani A., Manca M.M., Marras M., Piano L., Podda A.S., Pompianu L., Tiddia S.G., Empowering Digital Transformation in Tourism through Intelligent Methods for Representation and Exploitation of Cultural Heritage Knowledge (2023), CEUR Workshop Proceedings
Barra S., Carta S., Meloni A., Podda A.S., Recupero D.R., A Practical Approach for Vehicle Speed Estimation in Smart Cities (2023), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Carta S., Consoli S., Podda A.S., Recupero D.R., Stanciu M.M., Statistical arbitrage powered by Explainable Artificial Intelligence (2022), Expert Systems with Applications
Boratto L., Carta S., Iguider W., Mulas F., Pilloni P., Fair performance-based user recommendation in eCoaching systems (2022), User Modeling and User-Adapted Interaction
Carta S., Consoli S., Podda A.S., Reforgiato Recupero D., Stanciu M.M., An eXplainable Artificial Intelligence tool for statistical arbitrage (2022), Software Impacts
Podda A.S., Balia R., Barra S., Carta S., Fenu G., Piano L., Fully-automated deep learning pipeline for segmentation and classification of breast ultrasound images (2022), Journal of Computational Science
Carta S., Giuliani A., Piano L., Podda A.S., Reforgiato Recupero D., VSTAR: Visual Semantic Thumbnails and tAgs Revitalization (2022), Expert Systems with Applications
Saia R., Carta S., Fenu G., Pompianu L., A Region-based Training Data Segmentation Strategy to Credit Scoring (2022), Proceedings of the International Conference on Security and Cryptography
Saia R., Carta S., Fenu G., Pompianu L., Brain Waves and Evoked Potentials as Biometric User Identification Strategy: An Affordable Low-cost Approach (2022), Proceedings of the International Conference on Security and Cryptography
Carta S.M., Consoli S., Giuliani A., Podda A.S., Recupero D.R., CulturAI: Semantic Enrichment of Cultural Data Leveraging Artificial Intelligence (2022), IEEE Access
Elia N., Barchi F., Parisi E., Pompianu L., Carta S., Bartolini A., Acquaviva A., Smart Contracts for Certified and Sustainable Safety-Critical Continuous Monitoring Applications (2022), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Carta S., Podda A.S., Reforgiato Recupero D., Stanciu M.M., Explainable AI for Financial Forecasting (2022), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Angioni S., Carta S., Consoli S., Reforgiato Recupero D., Stanciu M.M., A Big Data framework based on Apache Spark for Industry-specific Lexicon Generation for Stock Market Prediction (2021), ACM International Conference Proceeding Series
Carta S., Ferreira A., Reforgiato Recupero D., Saia R., Credit scoring by leveraging an ensemble stochastic criterion in a transformed feature space (2021), Progress in Artificial Intelligence
Saia R., Carta S., Bergmann O., Wireless internet, multimedia, and artificial intelligence: new applications and infrastructures (2021), Future Internet
Atzori A., Barra S., Carta S., Fenu G., Podda A.S., Heimdall: An AI-based infrastructure for traffic monitoring and anomalies detection (2021), 2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2021
Carta S., Corriga A., Ferreira A., Podda A.S., Recupero D.R., A multi-layer and multi-ensemble stock trader using deep learning and deep reinforcement learning (2021), Applied Intelligence
Carta S., Ferreira A., Podda A.S., Reforgiato Recupero D., Sanna A., Multi-DQN: An ensemble of Deep Q-learning agents for stock market forecasting (2021), Expert Systems with Applications
Saia R., Giuliani A., Pompianu L., Carta S., From Payment Services Directive 2 (PSD2) to Credit Scoring: A Case Study on an Italian Banking Institution (2021), International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K - Proceedings
Balia R., Barra S., Carta S., Fenu G., Podda A.S., Sansoni N., A Deep Learning Solution for Integrated Traffic Control Through Automatic License Plate Recognition (2021), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Carta S., Consoli S., Piras L., Podda A.S., Recupero D.R., Event Detection in Finance Using Hierarchical Clustering Algorithms on News and Tweets (2021), PeerJ Computer Science
Carta S.M., Consoli S., Podda A.S., Recupero D.R., Stanciu M.M., Ensembling and Dynamic Asset Selection for Risk-Controlled Statistical Arbitrage (2021), IEEE Access
Carta S.M., Consoli S., Piras L., Podda A.S., Recupero D.R., Explainable Machine Learning Exploiting News and Domain-Specific Lexicon for Stock Market Forecasting (2021), IEEE Access
Carta S., Consoli S., Corriga A., Dapiaggi R., Podda A.S., Reforgiato Recupero D., HawkEye: A visual framework for agile cross-validation of deep learning approaches in financial forecasting (2020), ACM International Conference Proceeding Series
Carta S., Podda A.S., Recupero D.R., Saia R., A local feature engineering strategy to improve network anomaly detection (2020), Future Internet
Barra S., Carcangiu A., Carta S., Podda A.S., Riboni D., A Voice User Interface for football event tagging applications (2020), ACM International Conference Proceeding Series
Carta S., Podda A.S., Recupero D.R., Saia R., Usai G., Popularity prediction of instagram posts (2020), Information (Switzerland)
Boratto L., Carta S., Ibba F., Mulas F., Pilloni P., Modeling real-time data and contextual information from workouts in eCoaching platforms to predict users’ sharing behavior on Facebook (2020), User Modeling and User-Adapted Interaction
Barra S., Carta S.M., Corriga A., Podda A.S., Recupero D.R., Deep learning and time series-To-image encoding for financial forecasting (2020), IEEE/CAA Journal of Automatica Sinica
Arca A., Carta S., Giuliani A., Stanciu M.M., Recupero D.R., Automated tag enrichment by semantically related trends (2020), WEBIST 2020 - Proceedings of the 16th International Conference on Web Information Systems and Technologies
Carta S., Gaeta E., Giuliani A., Piano L., Recupero D.R., Efficient thumbnail identification through object recognition (2020), WEBIST 2020 - Proceedings of the 16th International Conference on Web Information Systems and Technologies
Saia R., Carta S., Recupero D.R., Fenu G., A feature space transformation to intrusion detection systems (2020), IC3K 2020 - Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management
Carta S., Fenu G., Ferreira A., Reforgiato Recupero D., Saia R., A Two-Step Feature Space Transforming Method to Improve Credit Scoring Performance (2020), Communications in Computer and Information Science
Carta S., Consoli S., Piras L., Podda A.S., Reforgiato Recupero D., Dynamic Industry-Specific Lexicon Generation for Stock Market Forecast (2020), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Carta S., Recupero D.R., Saia R., Stanciu M.M., A General Approach for Risk Controlled Trading Based on Machine Learning and Statistical Arbitrage (2020), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Carta S., Ferreira A., Reforgiato Recupero D., Saia M., Saia R., A combined entropy-based approach for a proactive credit scoring (2020), Engineering Applications of Artificial Intelligence
Bartoletti M., Carta S., Cimoli T., Saia R., Dissecting Ponzi schemes on Ethereum: Identification, analysis, and impact (2020), Future Generation Computer Systems
Carta S., Fenu G., Reforgiato Recupero D., Saia R., Fraud detection for E-commerce transactions by employing a prudential Multiple Consensus model (2019), Journal of Information Security and Applications
Saia R., Carta S., Evaluating the benefits of using proactive transformed-domain-based techniques in fraud detection tasks (2019), Future Generation Computer Systems
Carta S., Corriga A., Ferreira A., Recupero D.R., Saia R., A holistic auto-configurable ensemble machine learning strategy for financial trading (2019), Computation
Saia R., Carta S., Recupero D.R., Fenu G., Saia M., A discretized enriched technique to enhance machine learning performance in credit scoring (2019), IC3K 2019 - Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management
Saia R., Carta S., Recupero D.R., Fenu G., Stanciu M.M., A discretized extended feature space (DEFS) model to improve the anomaly detection performance in network intrusion detection systems (2019), IC3K 2019 - Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management
Carta S., Corriga A., Mulas R., Recupero D.R., Saia R., A supervised multi-class multi-label word embeddings approach for toxic comment classification (2019), IC3K 2019 - Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management
Saia R., Carta S., Recupero D.R., Fenu G., Internet of entities (IoE): A blockchain-based distributed paradigm for data exchange between wireless-based devices (2019), SENSORNETS 2019 - Proceedings of the 8th International Conference on Sensor Networks
Saia R., Carta S., Introducing a vector space model to perform a proactive credit scoring (2019), Communications in Computer and Information Science
Carta S., Medda A., Pili A., Recupero D.R., Saia R., Forecasting E-commerce products prices by combining an autoregressive integrated moving average (ARIMA) model and Google Trends data (2018), Future Internet
Boratto L., Carta S., Kaltenbrunner A., Manca M., Guest Editorial: Behavioral-Data Mining in Information Systems and the Big Data Era (2018), Information Systems Frontiers
Manca M., Boratto L., Carta S., Behavioral data mining to produce novel and serendipitous friend recommendations in a social bookmarking system (2018), Information Systems Frontiers
Pilloni P., Piras L., Carta S., Fenu G., Mulas F., Boratto L., Recommender System Lets Coaches Identify and Help Athletes Who Begin Losing Motivation (2018), Computer
Saia R., Carta S., Fenu G., A wavelet-based data analysis to credit scoring (2018), ACM International Conference Proceeding Series
Saia R., Carta S., Recupero D.R., A probabilistic-driven ensemble approach to perform event classification in intrusion detection system (2018), IC3K 2018 - Proceedings of the 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management
Boratto L., Carta S., Iguider W., Mulas F., Pilloni P., Predicting workout quality to help coaches support sportspeople (2018), CEUR Workshop Proceedings
Armano G., Battiato S., Bennato D., Boratto L., Carta S.M., Noia T.D., Sciascio E.D., Ortis A., Recupero D.R., NewsVallum: Semantics-Aware Text and Image Processing for Fake News Detection system (2018), CEUR Workshop Proceedings
Boratto L., Carta S., Fenu G., Piras L., Employing document embeddings to solve the “new catalog” problem in user targeting, and provide explanations to the users (2018), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Saia R., Carta S., A fourier spectral pattern analysis to design credit scoring models (2017), ACM International Conference Proceeding Series
Boratto L., Carta S., Fenu G., Saia R., Semantics-aware content-based recommender systems: Design and architecture guidelines (2017), Neurocomputing
Boratto L., Carta S., Mulas F., Pilloni P., An e-coaching ecosystem: design and effectiveness analysis of the engagement of remote coaching on athletes (2017), Personal and Ubiquitous Computing
Saia R., Boratto L., Carta S., Exploiting the evaluation frequency of the items to enhance the recommendation accuracy (2017), Proceedings - 2016 Global Summit on Computer and Information Technology, GSCIT 2016
Boratto L., Carta S., Fenu G., Analysis of the properties that affect the accuracy of a group recommender system (2017), Proceedings - 2016 Global Summit on Computer and Information Technology, GSCIT 2016
Boratto L., Carta S., Fenu G., Second workshop on engineering computer-human interaction in recommender systems (EnCHIReS) (2017), Proceedings of the ACM SIGCHI Symposium on Engineering Interactive Computing Systems, EICS 2017
Boratto L., Carta S., Fenu G., Manca M., Mulas F., Pilloni P., The role of social interaction on users motivation to exercise: A persuasive web framework to enhance the self-management of a healthy lifestyle (2017), Pervasive and Mobile Computing
Boratto L., Carta S., Fenu G., Investigating the role of the rating prediction task in granularity-based group recommender systems and big data scenarios (2017), Information Sciences
Pilloni P., Piras L., Boratto L., Carta S., Fenu G., Mulas F., Recommendation in persuasive eHealth systems: An effective strategy to spot users' losing motivation to exercise (2017), CEUR Workshop Proceedings
Boratto L., Carta S., Fenu G., Preface on the second workshop on engineering computer-human interaction in recommender systems ((EnCHIReS 2017) (2017), CEUR Workshop Proceedings
Saia R., Carta S., Evaluating credit card transactions in the frequency domain for a proactive fraud detection approach (2017), ICETE 2017 - Proceedings of the 14th International Joint Conference on e-Business and Telecommunications
Saia R., Carta S., A frequency-domain-based pattern mining for credit card fraud detection (2017), IoTBDS 2017 - Proceedings of the 2nd International Conference on Internet of Things, Big Data and Security
Boratto L., Carta S., Fenu G., Mulas F., Pilloni P., Influence of Rating Prediction on Group Recommendation’s Accuracy (2016), IEEE Intelligent Systems
Boratto L., Carta S., Fenu G., Mulas F., Pilloni P., Influence of rating prediction on group recommendation's accuracy (2016), IEEE Intelligent Systems
Saia R., Boratto L., Carta S., Fenu G., Binary sieves: Toward a semantic approach to user segmentation for behavioral targeting (2016), Future Generation Computer Systems
Boratto L., Carta S., Fenu G., Discovery and representation of the preferences of automatically detected groups: Exploiting the link between group modeling and clustering (2016), Future Generation Computer Systems
Boratto L., Carta S., Fenu G., Saia R., Using neural word embeddings to model user behavior and detect user segments (2016), Knowledge-Based Systems
Saia R., Boratto L., Carta S., A semantic approach to remove incoherent items from a user profile and improve the accuracy of a recommender system (2016), Journal of Intelligent Information Systems
Boratto L., Carta S., Fenu G., Saia R., Exploiting a Determinant-Based Metric to Evaluate a Word-Embeddings Matrix of Items (2016), IEEE International Conference on Data Mining Workshops, ICDMW
Boratto L., Spano L., Carta S., Fenu G., Workshop on engineering human-computer interaction in recommender systems (2016), EICS 2016 - 8th ACM SIGCHI Symposium on Engineering Interactive Computing Systems
Boratto L., Cadeddu M., Carta S., Deplano G., Mereu F., A tool to analyze the reading behavior of the users in a mobile digital publishing platform (2016), CEUR Workshop Proceedings
Carta S., Boratto L., Introduction to the special issue on human-computer interaction and the social web (2016), Future Internet
Saia R., Carta S., A linear-dependence-based approach to design proactive credit scoring models (2016), IC3K 2016 - Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management
Saia R., Carta S., An entropy based algorithm for credit scoring (2016), Lecture Notes in Business Information Processing
Spano L., Boratto L., Carta S., Fenu G., Preface (2016), CEUR Workshop Proceedings
Boratto L., Carta S., Saia R., Improving the accuracy of latent-space-based recommender systems by introducing a cut-off criterion (2016), CEUR Workshop Proceedings
Saia R., Boratto L., Carta S., A class-based strategy to user behavior modeling in recommender systems (2016), Studies in Computational Intelligence
Boratto L., Carta S., Fenu G., Saia R., Representing items as word-embedding vectors and generating recommendations by measuring their linear independence (2016), CEUR Workshop Proceedings
Balvis L., Boratto L., Mulas F., Spano L., Carta S., Fenu G., Keep the beat: Audio guidance for runner training (2016), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Boratto L., Carta S., ART: group recommendation approaches for automatically detected groups (2015), International Journal of Machine Learning and Cybernetics
Boratto L., Carta S., The rating prediction task in a group recommender system that automatically detects groups: architectures, algorithms, and performance evaluation (2015), Journal of Intelligent Information Systems
Garau P., Boratto L., Carta S., Fenu G., UP SCHOOL: Introduction of pervasive learning technologies to enhance classic educational models (2015), Bulletin of the Technical Committee on Learning Technology
Saia R., Boratto L., Carta S., A new perspective on recommender systems: A class path information model (2015), Proceedings of the 2015 Science and Information Conference, SAI 2015
Saia R., Boratto L., Carta S., A Latent Semantic Pattern Recognition Strategy for an Untrivial Targeted Advertising (2015), Proceedings - 2015 IEEE International Congress on Big Data, BigData Congress 2015
Manca M., Boratto L., Carta S., Using behavioral data mining to produce friend recommendations in a social bookmarking system (2015), Communications in Computer and Information Science
Saia R., Boratto L., Carta S., Multiple behavioral models: A divide and conquer strategy to fraud detection in financial data streams (2015), IC3K 2015 - Proceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management
Manca M., Boratto L., Carta S., Friend recommendation in a social bookmarking system: Design and architecture guidelines (2015), Studies in Computational Intelligence
Manca M., Boratto L., Carta S., Design and architecture of a friend recommender system in the social bookmarking domain (2014), Proceedings of 2014 Science and Information Conference, SAI 2014
Manca M., Boratto L., Carta S., Mining user behavior in a social bookmarking system: A delicious friend recommender system (2014), DATA 2014 - Proceedings of 3rd International Conference on Data Management Technologies and Applications
Saia R., Boratto L., Carta S., Semantic coherence-based user profile modeling in the recommender systems context (2014), KDIR 2014 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval
Boratto L., Carta S., Impact of content novelty on the accuracy of a group recommender system (2014), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Boratto L., Carta S., Modeling the preferences of a group of users detected by clustering: A group recommendation case-study (2014), ACM International Conference Proceeding Series
Pilloni P., Spano L., Mulas F., Fenu G., Carta S., Experiences from a long run with a virtual personal trainer (2014), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Boratto L., Carta S., Using collaborative filtering to overcome the curse of dimensionality when clustering users in a group recommender system (2014), ICEIS 2014 - Proceedings of the 16th International Conference on Enterprise Information Systems
Pilloni P., Mulas F., Piredda L., Carta S., Assessing the user experience design as a persuasive methodology in a real world sport application (2013), ACM International Conference Proceeding Series
Mulas F., Pilloni P., Manca M., Boratto L., Carta S., Using new communication technologies and social media interaction to improve the motivation of users to exercise (2013), 2nd International Conference on Future Generation Communication Technologies, FGCT 2013
Mulas F., Pilloni P., Manca M., Boratto L., Carta S., Linking Human-Computer Interaction with the Social Web: A web application to improve motivation in the exercising activity of users (2013), 4th IEEE International Conference on Cognitive Infocommunications, CogInfoCom 2013 - Proceedings
Mulas F., Carta S., Acquaviva A., Queue-based scheduling for soft real time applications (2011), MMEDIA - International Conferences on Advances in Multimedia
Mulas F., Carta S., Pilloni P., Manca M., Everywhere Run: A virtual personal trainer for supporting people in their running activity (2011), ACM International Conference Proceeding Series
Boratto L., Carta S., Satta M., Groups identification and individual recommendations in group recommendation algorithms (2010), CEUR Workshop Proceedings
Boratto L., Carta S., State-of-the-art in group recommendation and new approaches for automatic identification of groups (2010), Studies in Computational Intelligence
Mulas F., Acquaviva A., Carta S., Fenu G., Quaglia D., Fummi F., Network-adaptive management of computation energy in wireless sensor networks (2010), Proceedings of the ACM Symposium on Applied Computing
Boratto L., Carta S., Chessa A., Agelli M., Clemente M., Group recommendation with automatic identification of users communities (2009), Proceedings - 2009 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT Workshops 2009
Mulas F., Atienza D., Acquaviva A., Carta S., Benini L., De Micheli G., Thermal balancing policy for multiprocessor stream computing platforms (2009), IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Alimonda A., Carta S., Acquaviva A., Pisano A., Benini L., A feedback-based approach to DVFS in data-flow applications (2009), IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Boratto L., Carta S., Vargiu E., RATC: A robust automated tag clustering technique (2009), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Alimonda A., Acquaviva A., Carta S., Temperature and leakage aware power control for embedded streaming applications (2008), Proceedings - 11th EUROMICRO Conference on Digital System Design Architectures, Methods and Tools, DSD 2008
Mulas F., Pittau M., Buttu M., Carta S., Benini L., Acquaviva A., Atienza D., De Micheli G., Thermal balancing policy for streaming computing on multiprocessor architectures (2008), Proceedings -Design, Automation and Test in Europe, DATE
Acquaviva A., Alimonda A., Carta S., Pittau M., Assessing task migration impact on embedded soft real-time streaming multimedia applications (2008), Eurasip Journal on Embedded Systems
Murali S., Meloni P., Angiolini F., Atienza D., Carta S., Benini L., De Micheli G., Raffo L., Designing routing and message-dependent deadlock free networks on chips (2008), IFIP International Federation for Information Processing
Carta S., Mereu F., Acquaviva A., De Micheli G., MiGra: A task migration algorithm for reducing temperature gradient in multiprocessor systems on chip (2007), 2007 International Symposium on System-on-Chip Proceedings, SOC
Pittau M., Alimonda A., Carta S., Acquaviva A., Impact of task migration on streaming multimedia for embedded multiprocessors: A quantitative evaluation (2007), Proceedings of the 2007 IEEE/ACM/IFIP Workshop on Embedded Systems for Real-Time Multimedia, ESTIMedia 2007
Meloni P., Busonera G., Carta S., Raffo L., On the impact of serialization on the cache performances in Network-on-Chip based MPSoCs (2007), Proceedings - 10th Euromicro Conference on Digital System Design Architectures, Methods and Tools, DSD 2007
Busonera G., Meloni P., Carta S., Raffo L., Optimizing the serialization factor in Networks-on-Chip: A case of study (2007), Proceedings of the 2007 Ph.D Research in Microelectronics and Electronics conference, PRIME 2007
Carta S., Pittau M., Acquaviva A., Del Valle P.G., Atienza D., De Micheli G., Rincon F., Benini L., Mendias J.M., Multi-processor operating system emulation framework with thermal feedback for systems-on-chip (2007), Proceedings of the ACM Great Lakes Symposium on VLSI, GLSVLSI
Carta S., Alimonda A., Pisano A., Acquaviva A., Benini L., A control theoretic approach to energy-efficient pipelined computation in MPSoCs (2007), Transactions on Embedded Computing Systems
Murali S., Atienza D., Meloni P., Carta S., Benini L., De Micheli G., Raffo L., Synthesis of predictable networks-on-chip-based interconnect architectures for chip multiprocessors (2007), IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Meloni P., Loi I., Angiolini F., Carta S., Barbaro M., Raffo L., Benini L., Area and power modeling for networks-on-chip with layout awareness (2007), VLSI Design
Angiolini F., Meloni P., Carta S.M., Raffo L., Benini L., A layout-aware analysis of networks-on-chip and traditional interconnects for MPSoCs (2007), IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Meloni P., Carta S., Argiolas R., Raffo L., Angiolini F., Area and power modeling methodologies for networks-on-chip (2006), 2006 1st International Conference on Nano-Networks and Workshops, Nano-Net
Spiga M., Spiga M., Alimonda A., Carta S., Aymerich F., Acquaviva A., Exploiting memory-boundedness in energy-efficient hard real-time scheduling (2006), Industrial Embedded Systems - IES'2006
Murali S., Meloni P., Angiolini F., Atienza D., Carta S., Benini L., De Micheli G., Raffo L., Designing application-specific networks on chips with floorplan information (2006), IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD
Alimonda A., Carta S., Acquaviva A., Pisano A., Non-linear feedback control for energy efficient on-chip streaming computation (2006), Industrial Embedded Systems - IES'2006
Busonera G., Marongiu A., Carta S., Raffo L., Automatic application partitioning on FPGA/CPU systems based on detailed low-level information (2006), Proceedings of the 9th EUROMICRO Conference on Digital System Design: Architectures, Methods and Tools, DSD 2006
Carta S., Pani D., Raffo L., Reconfigurable coprocessor for multimedia application domain (2006), Journal of VLSI Signal Processing Systems for Signal, Image, and Video Technology
Meloni P., Murali S., Carta S., Camplani M., Raffo L., De Micheli G., Routing aware switch hardware customization for networks on chips (2006), 2006 1st International Conference on Nano-Networks and Workshops, Nano-Net
Murali S., Meloni P., Angiolini F., Atienza D., Carta S., Benini L., De Michela G., Raffo L., Designing message-dependent deadlock free networks on chips for application-specific systems on chips (2006), IFIP VLSI-SoIC 2006 - IFIP WG 10.5 International Conference on Very Large Scale Integration and System-on-Chip
Angiolini F., Meloni P., Carta S., Benini L., Raffo L., Contrasting a NoC and a traditional interconnect fabric with layout awareness (2006), Proceedings -Design, Automation and Test in Europe, DATE
Alimonda A., Acquaviva A., Carta S., Pisano A., A control theoretic approach to run-time energy optimization of pipelined processing in MPSoCs (2006), Proceedings -Design, Automation and Test in Europe, DATE
Stergiou S., Angiolini F., Carta S., Raffo L., Bertozzi D., De Micheli G., xpipes lite: A synthesis oriented design library for networks on chips (2005), Proceedings -Design, Automation and Test in Europe, DATE '05
Carta S.M., Raffo L., Remarkable cycles reduction in GSM voice coding by reconfigurable coprocessor with standard interface (2003), IEICE Transactions on Electronics
Carta S.M., Raffo L., Processing time saving in low power voice coding applications using synchronous reconfigurable co-processing architecture (2002), Proceedings of the IEEE International Conference on Electronics, Circuits, and Systems
Atzori E., Carta S., Raffo L., 44.6% processing cycles reduction in GSM voice coding by low-power reconfigurable co-processor architecture (2002), Electronics Letters
Alimonda A., Carta S., Raffo L., Modular digital VLSI architecture for stereo depth estimation in industrial applications (1999), Proceedings - IEEE International Symposium on Circuits and Systems