Loredana Caruccio

Orcid: 0000-0002-2418-1606

According to our database1, Loredana Caruccio authored at least 57 papers between 2014 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2025
Non-blocking functional dependency discovery from data streams.
Inf. Sci., 2025

2024
Decentralized and Incremental Discovery of Relaxed Functional Dependencies Using Bitwise Similarity.
IEEE Trans. Knowl. Data Eng., December, 2024

Analyzing the worldwide perception of the Russia-Ukraine conflict through Twitter.
J. Big Data, December, 2024

Surveying federated learning approaches through a multi-criteria categorization.
Multim. Tools Appl., April, 2024

Claude 2.0 large language model: Tackling a real-world classification problem with a new iterative prompt engineering approach.
Intell. Syst. Appl., March, 2024

Can ChatGPT provide intelligent diagnoses? A comparative study between predictive models and ChatGPT to define a new medical diagnostic bot.
Expert Syst. Appl., January, 2024

Improving Malicious Accounts Discrimination through a New Feature Engineering Approach Using Relaxed Functional Dependencies.
Proceedings of the 32nd Symposium of Advanced Database Systems, 2024

2023
Malicious Account Identification in Social Network Platforms.
ACM Trans. Internet Techn., November, 2023

An Approach to Trade-off Privacy and Classification Accuracy in Machine Learning Processes.
Proceedings of the 31st Symposium of Advanced Database Systems, 2023

Relaxed Functional Dependency Discovery in Incremental Scenarios.
Proceedings of the 31st Symposium of Advanced Database Systems, 2023

Discovering Functional Dependencies: Can We Use ChatGPT to Generate Algorithms?
Proceedings of the 2nd Italian Conference on Big Data and Data Science (ITADATA 2023), 2023

IndiBits: Incremental Discovery of Relaxed Functional Dependencies using Bitwise Similarity.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

REQUIRED: A Tool to Relax Queries through Relaxed Functional Dependencies.
Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023

2022
Special issue on Sentient Multimedia Systems.
Multim. Tools Appl., 2022

A decision-support framework for data anonymization with application to machine learning processes.
Inf. Sci., 2022

Imputation of Missing Values through Profiling Metadata.
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

Data Analytics on Twitter for Evaluating Women Inclusion and Safety in Modern Society.
Proceedings of the 1st Italian Conference on Big Data and Data Science (itaDATA 2022), 2022

RENUVER: A Missing Value Imputation Algorithm based on Relaxed Functional Dependencies.
Proceedings of the 25th International Conference on Extending Database Technology, 2022

Brain tumors classification from MRI images: A comparative study between different neural networks.
Proceedings of the 28th International DMS Conference on Visualization and Visual Languages, 2022

2021
Discovering Relaxed Functional Dependencies Based on Multi-Attribute Dominance.
IEEE Trans. Knowl. Data Eng., 2021

Dependency Visualization in Data Stream Profiling.
Big Data Res., 2021

Efficient Validation of Functional Dependencies during Incremental Discovery.
Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

Efficient Discovery of Functional Dependencies from Incremental Databases.
Proceedings of the iiWAS2021: The 23rd International Conference on Information Integration and Web Intelligence, Linz, Austria, 29 November 2021, 2021

Discovering Relaxed Functional Dependencies based on Multi-attribute Dominance [Extended Abstract].
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Real-time visualization of profiling metadata upon data insertions.
Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference, 2021

Visual ECG Analysis in Real-world Scenarios.
Proceedings of the 27th International DMS Conference on Visualization and Visual Languages, 2021

2020
Combining Collaborative Filtering and Semantic-Based Techniques to Recommend Components for Mashup Design.
Proceedings of the Computational Intelligence for Semantic Knowledge Management, 2020

Monitoring Evolution of Dependency Discovery Results.
J. Vis. Lang. Sentient Syst., 2020

Incremental Discovery of Imprecise Functional Dependencies.
ACM J. Data Inf. Qual., 2020

Mining relaxed functional dependencies from data.
Data Min. Knowl. Discov., 2020

Secure IoT Analytics for Fast Deterioration Detection in Emergency Rooms.
IEEE Access, 2020

GDPR Compliant Information Confidentiality Preservation in Big Data Processing.
IEEE Access, 2020

Lattice-based Discovery of Hybrid Relaxed Functional Dependencies.
Proceedings of the 28th Italian Symposium on Advanced Database Systems, 2020

Enhancing user awareness during internet browsing.
Proceedings of the Fourth Italian Conference on Cyber Security, 2020

Visualizing Dependencies during Incremental Discovery Processes.
Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

Enhancing IoT-based critical diagnosis in emergency rooms through intelligent video surveillance.
Proceedings of the IEEE Intl Conf on Dependable, 2020

2019
Visualization of (multimedia) dependencies from big data.
Multim. Tools Appl., 2019

EDCAR: A knowledge representation framework to enhance automatic video surveillance.
Expert Syst. Appl., 2019

Incremental Discovery of Functional Dependencies with a Bit-vector Algorithm.
Proceedings of the 27th Italian Symposium on Advanced Database Systems, 2019

2018
Dependency-based Query Result Approximation (Extended Abstract).
Proceedings of the 26th Italian Symposium on Advanced Database Systems, 2018

Dependency-Based Query/View Synchronization upon Schema Evolutions.
Proceedings of the Advances in Conceptual Modeling, 2018

Fake Account Identification in Social Networks.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
Evolutionary mining of relaxed dependencies from big data collections.
Proceedings of the 7th International Conference on Web Intelligence, Mining and Semantics, 2017

A genetic algorithm to discover relaxed functional dependencies from data.
Proceedings of the 25th Italian Symposium on Advanced Database Systems, 2017

Learning Effective Query Management Strategies from Big Data.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

2016
Synchronization of Queries and Views Upon Schema Evolutions: A Survey.
ACM Trans. Database Syst., 2016

Relaxed Functional Dependencies - A Survey of Approaches.
IEEE Trans. Knowl. Data Eng., 2016

On the Discovery of Relaxed Functional Dependencies.
Proceedings of the 20th International Database Engineering & Applications Symposium, 2016

2015
Understanding user intent on the web through interaction mining.
J. Vis. Lang. Comput., 2015

A Tool Supporting End-User Development of Access Control in Web Applications.
Int. J. Softw. Eng. Knowl. Eng., 2015

Automating Conceptual Schema Reconciliation through a DL-based Schema Matcher.
Proceedings of the 23rd Italian Symposium on Advanced Database Systems, 2015

An Interaction Mining Approach for Classifying User Intent on the Web.
Proceedings of the 21st International Conference on Distributed Multimedia Systems, Vancouver, Canada, August 31, 2015

2014
Supporting Access Control within a Mockup-based EUDWeb Environment.
Proceedings of the 7th International Symposium on Visual Information Communication and Interaction, 2014

High-level Modeling of Reconciled Data Schemas.
Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

A sketch-based conceptual level data integration methodology.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014

Visual data integration based on description logic reasoning.
Proceedings of the 18th International Database Engineering & Applications Symposium, 2014

Data Integration by Conceptual Diagrams.
Proceedings of the Database and Expert Systems Applications, 2014


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