Data Integration by Conceptual Diagrams. - Loredana Caruccio; Vincenzo Deufemia; Mara Moscariello; Giuseppe Polese (DEXA (2), 2014)

Visual data integration based on description logic reasoning. - Loredana Caruccio; Vincenzo Deufemia; Giuseppe Polese (IDEAS, 2014)

A sketch-based conceptual level data integration methodology. - Loredana Caruccio; Vincenzo Deufemia; Giuseppe Polese (IRI, 2014)

High-level Modeling of Reconciled Data Schemas. - Loredana Caruccio; Vincenzo Deufemia; Giuseppe Polese (SEBD, 2014)

Supporting Access Control within a Mockup-based EUDWeb Environment. - Loredana Caruccio; Vincenzo Deufemia; Christopher D'Souza; Athula Ginige; Giuseppe Polese (VINCI, 2014)

An Interaction Mining Approach for Classifying User Intent on the Web. - Loredana Caruccio; Vincenzo Deufemia; Giuseppe Polese (DMS, 2015)

Automating Conceptual Schema Reconciliation through a DL-based Schema Matcher. - Loredana Caruccio; Vincenzo Deufemia; Giuseppe Polese (SEBD, 2015)

A Tool Supporting End-User Development of Access Control in Web Applications. - Loredana Caruccio; Vincenzo Deufemia; Christopher D'Souza; Athula Ginige; Giuseppe Polese (Int. J. Softw. Eng. Knowl. Eng., 2015)

Understanding user intent on the web through interaction mining. - Loredana Caruccio; Vincenzo Deufemia; Giuseppe Polese (J. Vis. Lang. Comput., 2015)

On the Discovery of Relaxed Functional Dependencies. - Loredana Caruccio; Vincenzo Deufemia; Giuseppe Polese (IDEAS, 2016)

Relaxed Functional Dependencies - A Survey of Approaches. - Loredana Caruccio; Vincenzo Deufemia; Giuseppe Polese (IEEE Trans. Knowl. Data Eng., 2016)

Synchronization of Queries and Views Upon Schema Evolutions: A Survey. - Loredana Caruccio; Giuseppe Polese; Genoveffa Tortora (ACM Trans. Database Syst., 2016)

Learning Effective Query Management Strategies from Big Data. - Loredana Caruccio; Vincenzo Deufemia; Giuseppe Polese (ICMLA, 2017)

A genetic algorithm to discover relaxed functional dependencies from data. - Loredana Caruccio; Vincenzo Deufemia; Giuseppe Polese (SEBD, 2017)

Evolutionary mining of relaxed dependencies from big data collections. - Loredana Caruccio; Vincenzo Deufemia; Giuseppe Polese (WIMS, 2017)

Fake Account Identification in Social Networks. - Loredana Caruccio; Domenico Desiato; Giuseppe Polese (IEEE BigData, 2018)

Dependency-Based Query/View Synchronization upon Schema Evolutions. - Loredana Caruccio; Giuseppe Polese; Genoveffa Tortora (ER Workshops, 2018)

Dependency-based Query Result Approximation (Extended Abstract). - Loredana Caruccio; Vincenzo Deufemia; Giuseppe Polese (SEBD, 2018)

Incremental Discovery of Functional Dependencies with a Bit-vector Algorithm. - Loredana Caruccio; Stefano Cirillo; Vincenzo Deufemia; Giuseppe Polese (SEBD, 2019)

EDCAR: A knowledge representation framework to enhance automatic video surveillance. - Loredana Caruccio; Giuseppe Polese; Genoveffa Tortora; Daniele Iannone (Expert Syst. Appl., 2019)

Visualization of (multimedia) dependencies from big data. - Loredana Caruccio; Vincenzo Deufemia; Giuseppe Polese (Multim. Tools Appl., 2019)

Enhancing IoT-based critical diagnosis in emergency rooms through intelligent video surveillance. - Loredana Caruccio; Ornella Piazza; Giuseppe Polese; Genoveffa Tortora (DASC/PiCom/CBDCom/CyberSciTech, 2020)

Visualizing Dependencies during Incremental Discovery Processes. - Bernardo Breve; Loredana Caruccio; Stefano Cirillo; Vincenzo Deufemia; Giuseppe Polese (EDBT/ICDT Workshops, 2020)

Enhancing user awareness during internet browsing. - Bernardo Breve; Loredana Caruccio; Stefano Cirillo; Domenico Desiato; Vincenzo Deufemia; Giuseppe Polese (ITASEC, 2020)

Lattice-based Discovery of Hybrid Relaxed Functional Dependencies. - Loredana Caruccio; Vincenzo Deufemia; Giuseppe Polese (SEBD, 2020)

GDPR Compliant Information Confidentiality Preservation in Big Data Processing. - Loredana Caruccio; Domenico Desiato; Giuseppe Polese; Genoveffa Tortora (IEEE Access, 2020)

Secure IoT Analytics for Fast Deterioration Detection in Emergency Rooms. - Loredana Caruccio; Ornella Piazza; Giuseppe Polese; Genoveffa Tortora (IEEE Access, 2020)

Mining relaxed functional dependencies from data. - Loredana Caruccio; Vincenzo Deufemia; Giuseppe Polese (Data Min. Knowl. Discov., 2020)

Incremental Discovery of Imprecise Functional Dependencies. - Loredana Caruccio; Stefano Cirillo (ACM J. Data Inf. Qual., 2020)

Monitoring Evolution of Dependency Discovery Results. - Loredana Caruccio; Stefano Cirillo (J. Vis. Lang. Sentient Syst., 2020)

Combining Collaborative Filtering and Semantic-Based Techniques to Recommend Components for Mashup Design. - Loredana Caruccio; Vincenzo Deufemia; Salvatore Esposito; Giuseppe Polese (Computational Intelligence for Semantic Knowledge Management, 2020)

Visual ECG Analysis in Real-world Scenarios. - Bernardo Breve; Loredana Caruccio; Stefano Cirillo; Vincenzo Deufemia; Giuseppe Polese (DMSVIVA, 2021)

Real-time visualization of profiling metadata upon data insertions. - Loredana Caruccio; Stefano Cirillo; Vincenzo Deufemia; Giuseppe Polese (EDBT/ICDT Workshops, 2021)

Discovering Relaxed Functional Dependencies based on Multi-attribute Dominance [Extended Abstract]. - Loredana Caruccio; Vincenzo Deufemia; Felix Naumann; Giuseppe Polese (ICDE, 2021)

Efficient Discovery of Functional Dependencies from Incremental Databases. - Loredana Caruccio; Stefano Cirillo; Vincenzo Deufemia; Giuseppe Polese (iiWAS, 2021)

Efficient Validation of Functional Dependencies during Incremental Discovery. - Loredana Caruccio; Stefano Cirillo; Vincenzo Deufemia; Giuseppe Polese (SEBD, 2021)

Dependency Visualization in Data Stream Profiling. - Bernardo Breve; Loredana Caruccio; Stefano Cirillo; Vincenzo Deufemia; Giuseppe Polese (Big Data Res., 2021)

Discovering Relaxed Functional Dependencies Based on Multi-Attribute Dominance. - Loredana Caruccio; Vincenzo Deufemia; Felix Naumann; Giuseppe Polese (IEEE Trans. Knowl. Data Eng., 2021)

Brain tumors classification from MRI images: A comparative study between different neural networks. - Loredana Caruccio; Gaetano Cimino; Stefano Cirillo; Gianpaolo Iuliano; Giuseppe Polese; Bernardo Breve (DMSVIVA, 2022)

RENUVER: A Missing Value Imputation Algorithm based on Relaxed Functional Dependencies. - Bernardo Breve; Loredana Caruccio; Vincenzo Deufemia; Giuseppe Polese (EDBT, 2022)

Data Analytics on Twitter for Evaluating Women Inclusion and Safety in Modern Society. - Loredana Caruccio; Stefano Cirillo; Vincenzo Deufemia; Giuseppe Polese; Roberto Stanzione (itaDATA, 2022)

Imputation of Missing Values through Profiling Metadata. - Bernardo Breve; Loredana Caruccio; Vincenzo Deufemia; Giuseppe Polese (SEBD, 2022)

A decision-support framework for data anonymization with application to machine learning processes. - Loredana Caruccio; Domenico Desiato; Giuseppe Polese; Genoveffa Tortora; Nicola Zannone (Inf. Sci., 2022)

Special issue on Sentient Multimedia Systems. - Loredana Caruccio; Giuseppe Polese; Shi-Kuo Chang (Multim. Tools Appl., 2022)

REQUIRED: A Tool to Relax Queries through Relaxed Functional Dependencies. - Loredana Caruccio; Stefano Cirillo; Vincenzo Deufemia; Giuseppe Polese; Roberto Stanzione (EDBT, 2023)

IndiBits: Incremental Discovery of Relaxed Functional Dependencies using Bitwise Similarity. - Bernardo Breve; Loredana Caruccio; Stefano Cirillo; Vincenzo Deufemia; Giuseppe Polese (ICDE, 2023)

Discovering Functional Dependencies: Can We Use ChatGPT to Generate Algorithms? - Loredana Caruccio; Stefano Cirillo; Tullio Pizzuti; Giuseppe Polese (itaDATA, 2023)

Relaxed Functional Dependency Discovery in Incremental Scenarios. - Bernardo Breve; Loredana Caruccio; Stefano Cirillo; Vincenzo Deufemia; Giuseppe Polese (SEBD, 2023)

An Approach to Trade-off Privacy and Classification Accuracy in Machine Learning Processes. - Loredana Caruccio; Domenico Desiato; Giuseppe Polese; Genoveffa Tortora; Nicola Zannone (SEBD, 2023)

Malicious Account Identification in Social Network Platforms. - Loredana Caruccio; Gaetano Cimino; Stefano Cirillo; Domenico Desiato; Giuseppe Polese; Genoveffa Tortora (ACM Trans. Internet Techn., 2023)

RYAN: A tool for explaining and visually analyzing the evolution of Relaxed Functional Dependencies. - Loredana Caruccio; Stefano Cirillo; Gianpaolo Iuliano; Giuseppe Polese; Roberto Stanzione (IEEE Big Data, 2024)

Improving Malicious Accounts Discrimination through a New Feature Engineering Approach Using Relaxed Functional Dependencies. - Loredana Caruccio; Gaetano Cimino; Stefano Cirillo; Domenico Desiato; Giuseppe Polese; Genoveffa Tortora (SEBD, 2024)

Evaluating password strength based on information spread on social networks: A combined approach relying on data reconstruction and generative models. - Maurizio Atzori; Eleonora Calò; Loredana Caruccio; Stefano Cirillo; Giuseppe Polese; Giandomenico Solimando (Online Soc. Networks Media, 2024)

Can ChatGPT provide intelligent diagnoses? A comparative study between predictive models and ChatGPT to define a new medical diagnostic bot. - Loredana Caruccio; Stefano Cirillo; Giuseppe Polese; Giandomenico Solimando; Shanmugam Sundaramurthy; Genoveffa Tortora (Expert Syst. Appl., 2024)

Claude 2.0 large language model: Tackling a real-world classification problem with a new iterative prompt engineering approach. - Loredana Caruccio; Stefano Cirillo; Giuseppe Polese; Giandomenico Solimando; Shanmugam Sundaramurthy; Genoveffa Tortora (Intell. Syst. Appl., 2024)

Surveying federated learning approaches through a multi-criteria categorization. - Loredana Caruccio; Gaetano Cimino; Vincenzo Deufemia; Gianpaolo Iuliano; Roberto Stanzione (Multim. Tools Appl., 2024)

Analyzing the worldwide perception of the Russia-Ukraine conflict through Twitter. - Bernardo Breve; Loredana Caruccio; Stefano Cirillo; Vincenzo Deufemia; Giuseppe Polese (J. Big Data, 2024)

Decentralized and Incremental Discovery of Relaxed Functional Dependencies Using Bitwise Similarity. - Bernardo Breve; Loredana Caruccio; Stefano Cirillo; Vincenzo Deufemia; Giuseppe Polese (IEEE Trans. Knowl. Data Eng., 2024)

An RFD-based approach for concept drift detection in Machine Learning Systems. - Loredana Caruccio; Stefano Cirillo; Giuseppe Polese; Roberto Stanzione (EDBT, 2025)

Leveraging EUD and Generative AI for Ethical Phishing Campaigns. - Bernardo Breve; Paolo Buono; Loredana Caruccio; Federico Maria Cau; Gaetano Cimino; Giuseppe Desolda; Vincenzo Deufemia; Rosa Lanzilotti; Lucio Davide Spano; Cesare Tucci (IS-EUD, 2025)

Non-blocking functional dependency discovery from data streams. - Loredana Caruccio; Stefano Cirillo; Vincenzo Deufemia; Giuseppe Polese (Inf. Sci., 2025)