Loredana Caruccio

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 45

Top Topics

Functional Dependencies

Top Venues

Multim. Tools Appl.

IEEE Trans. Knowl. Data Eng.

Publications

Loredana Caruccio, Gaetano Cimino, Stefano Cirillo, Domenico Desiato, Giuseppe Polese, Genoveffa Tortora
Improving Malicious Accounts Discrimination through a New Feature Engineering Approach Using Relaxed Functional Dependencies. SEBD (2024)
Loredana Caruccio, Stefano Cirillo, Giuseppe Polese, Giandomenico Solimando, Shanmugam Sundaramurthy, Genoveffa Tortora
Can ChatGPT provide intelligent diagnoses? A comparative study between predictive models and ChatGPT to define a new medical diagnostic bot. Expert Syst. Appl. 235 (2024)
Loredana Caruccio, Gaetano Cimino, Vincenzo Deufemia, Gianpaolo Iuliano, Roberto Stanzione
Surveying federated learning approaches through a multi-criteria categorization. Multim. Tools Appl. 83 (12) (2024)
Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
Analyzing the worldwide perception of the Russia-Ukraine conflict through Twitter. J. Big Data 11 (1) (2024)
Loredana Caruccio, Stefano Cirillo, Giuseppe Polese, Giandomenico Solimando, Shanmugam Sundaramurthy, Genoveffa Tortora
Claude 2.0 large language model: Tackling a real-world classification problem with a new iterative prompt engineering approach. Intell. Syst. Appl. 21 (2024)
Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
IndiBits: Incremental Discovery of Relaxed Functional Dependencies using Bitwise Similarity. ICDE (2023)
Loredana Caruccio, Gaetano Cimino, Stefano Cirillo, Domenico Desiato, Giuseppe Polese, Genoveffa Tortora
Malicious Account Identification in Social Network Platforms. ACM Trans. Internet Techn. 23 (4) (2023)
Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese, Roberto Stanzione
REQUIRED: A Tool to Relax Queries through Relaxed Functional Dependencies. EDBT (2023)
Loredana Caruccio, Domenico Desiato, Giuseppe Polese, Genoveffa Tortora, Nicola Zannone
An Approach to Trade-off Privacy and Classification Accuracy in Machine Learning Processes. SEBD (2023)
Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
Relaxed Functional Dependency Discovery in Incremental Scenarios. SEBD (2023)
Loredana Caruccio, Stefano Cirillo, Tullio Pizzuti, Giuseppe Polese
Discovering Functional Dependencies: Can We Use ChatGPT to Generate Algorithms? itaDATA (2023)
Bernardo Breve, Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
Imputation of Missing Values through Profiling Metadata. SEBD (2022)
Bernardo Breve, Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
RENUVER: A Missing Value Imputation Algorithm based on Relaxed Functional Dependencies. EDBT (2022)
Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese, Roberto Stanzione
Data Analytics on Twitter for Evaluating Women Inclusion and Safety in Modern Society. itaDATA (2022)
Loredana Caruccio, Domenico Desiato, Giuseppe Polese, Genoveffa Tortora, Nicola Zannone
A decision-support framework for data anonymization with application to machine learning processes. Inf. Sci. 613 (2022)
Loredana Caruccio, Giuseppe Polese, Shi-Kuo Chang
Special issue on Sentient Multimedia Systems. Multim. Tools Appl. 81 (1) (2022)
Loredana Caruccio, Gaetano Cimino, Stefano Cirillo, Gianpaolo Iuliano, Giuseppe Polese, Bernardo Breve
Brain tumors classification from MRI images: A comparative study between different neural networks. DMSVIVA (2022)
Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
Visual ECG Analysis in Real-world Scenarios. DMSVIVA (2021)
Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
Real-time visualization of profiling metadata upon data insertions. EDBT/ICDT Workshops (2021)
Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
Dependency Visualization in Data Stream Profiling. Big Data Res. 25 (2021)
Loredana Caruccio, Vincenzo Deufemia, Felix Naumann, Giuseppe Polese
Discovering Relaxed Functional Dependencies based on Multi-attribute Dominance [Extended Abstract]. ICDE (2021)
Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
Efficient Discovery of Functional Dependencies from Incremental Databases. iiWAS (2021)
Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
Efficient Validation of Functional Dependencies during Incremental Discovery. SEBD (2021)
Loredana Caruccio, Vincenzo Deufemia, Felix Naumann, Giuseppe Polese
Discovering Relaxed Functional Dependencies Based on Multi-Attribute Dominance. IEEE Trans. Knowl. Data Eng. 33 (9) (2021)
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
Mining relaxed functional dependencies from data. Data Min. Knowl. Discov. 34 (2) (2020)
Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Domenico Desiato, Vincenzo Deufemia, Giuseppe Polese
Enhancing user awareness during internet browsing. ITASEC (2020)
Loredana Caruccio, Domenico Desiato, Giuseppe Polese, Genoveffa Tortora
GDPR Compliant Information Confidentiality Preservation in Big Data Processing. IEEE Access 8 (2020)
Loredana Caruccio, Ornella Piazza, Giuseppe Polese, Genoveffa Tortora
Secure IoT Analytics for Fast Deterioration Detection in Emergency Rooms. IEEE Access 8 (2020)
Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
Visualizing Dependencies during Incremental Discovery Processes. EDBT/ICDT Workshops (2020)
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
Lattice-based Discovery of Hybrid Relaxed Functional Dependencies. SEBD (2020)
Loredana Caruccio, Ornella Piazza, Giuseppe Polese, Genoveffa Tortora
Enhancing IoT-based critical diagnosis in emergency rooms through intelligent video surveillance. DASC/PiCom/CBDCom/CyberSciTech (2020)
Loredana Caruccio, Stefano Cirillo
Monitoring Evolution of Dependency Discovery Results. J. Vis. Lang. Sentient Syst. 2020 (2) (2020)
Loredana Caruccio, Stefano Cirillo
Incremental Discovery of Imprecise Functional Dependencies. ACM J. Data Inf. Qual. 12 (4) (2020)
Loredana Caruccio, Giuseppe Polese, Genoveffa Tortora, Daniele Iannone
EDCAR: A knowledge representation framework to enhance automatic video surveillance. Expert Syst. Appl. 131 (2019)
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
Visualization of (multimedia) dependencies from big data. Multim. Tools Appl. 78 (23) (2019)
Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
Incremental Discovery of Functional Dependencies with a Bit-vector Algorithm. SEBD (2019)
Loredana Caruccio, Domenico Desiato, Giuseppe Polese
Fake Account Identification in Social Networks. IEEE BigData (2018)
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
Dependency-based Query Result Approximation (Extended Abstract). SEBD (2018)
Loredana Caruccio, Giuseppe Polese, Genoveffa Tortora
Dependency-Based Query/View Synchronization upon Schema Evolutions. ER Workshops (2018)
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
Evolutionary mining of relaxed dependencies from big data collections. WIMS (2017)
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
A genetic algorithm to discover relaxed functional dependencies from data. SEBD (2017)
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
Learning Effective Query Management Strategies from Big Data. ICMLA (2017)
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
Relaxed Functional Dependencies - A Survey of Approaches. IEEE Trans. Knowl. Data Eng. 28 (1) (2016)
Loredana Caruccio, Giuseppe Polese, Genoveffa Tortora
Synchronization of Queries and Views Upon Schema Evolutions: A Survey. ACM Trans. Database Syst. 41 (2) (2016)
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
On the Discovery of Relaxed Functional Dependencies. IDEAS (2016)
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
An Interaction Mining Approach for Classifying User Intent on the Web. DMS (2015)
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
Automating Conceptual Schema Reconciliation through a DL-based Schema Matcher. SEBD (2015)
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
Understanding user intent on the web through interaction mining. J. Vis. Lang. Comput. 31 (2015)
Loredana Caruccio, Vincenzo Deufemia, Christopher D'Souza, Athula Ginige, Giuseppe Polese
A Tool Supporting End-User Development of Access Control in Web Applications. Int. J. Softw. Eng. Knowl. Eng. 25 (2) (2015)
Loredana Caruccio, Vincenzo Deufemia, Mara Moscariello, Giuseppe Polese
Data Integration by Conceptual Diagrams. DEXA (2) (2014)
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
High-level Modeling of Reconciled Data Schemas. SEBD (2014)
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
Visual data integration based on description logic reasoning. IDEAS (2014)
Loredana Caruccio, Vincenzo Deufemia, Christopher D'Souza, Athula Ginige, Giuseppe Polese
Supporting Access Control within a Mockup-based EUDWeb Environment. VINCI (2014)
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
A sketch-based conceptual level data integration methodology. IRI (2014)