Stefano Cirillo

According to our database, Stefano Cirillo authored at least 38 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Non-blocking functional dependency discovery from data streams.

Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese

Inf. Sci., 2025

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., December, 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, December, 2024

A deep learning approach to classify country and value of modern coins.

Stefano Cirillo, Giandomenico Solimando, Luca Virgili

Neural Comput. Appl., July, 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., March, 2024

Cancer Detection Using a New Hybrid Method Based on Pattern Recognition in MicroRNAs Combining Particle Swarm Optimization Algorithm and Artificial Neural Network.

Sepideh Molaei, Stefano Cirillo, Giandomenico Solimando

Big Data Cogn. Comput., March, 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., January, 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

Proceedings of the 32nd Symposium of Advanced Database Systems, 2024

Privacy-Preserving Artificial Intelligence on Edge Devices: A Homomorphic Encryption Approach.

Muhammad Jahanzeb Khan, Bo Fang, Gaetano Cimino, Stefano Cirillo, Lei Yang, Dongfang Zhao

Proceedings of the IEEE International Conference on Web Services, 2024

2023

Malicious Account Identification in Social Network Platforms.

Loredana Caruccio, Gaetano Cimino, Stefano Cirillo, Domenico Desiato, Giuseppe Polese, Genoveffa Tortora

ACM Trans. Internet Techn., November, 2023

Relaxed Functional Dependency Discovery in Incremental Scenarios.

Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese

Proceedings of the 31st Symposium of Advanced Database Systems, 2023

Discovering Functional Dependencies: Can We Use ChatGPT to Generate Algorithms?

Loredana Caruccio, Stefano Cirillo, Tullio Pizzuti, Giuseppe Polese

Proceedings of the 2nd Italian Conference on Big Data and Data Science (ITADATA 2023), 2023

A Visual Privacy Tool to Help Users in Preserving Social Network Data.

Stefano Cirillo, Domenico Desiato, Michele Scalera, Giandomenico Solimando

Proceedings of the Joint Proceedings of the Workshops, 2023

IndiBits: Incremental Discovery of Relaxed Functional Dependencies using Bitwise Similarity.

Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

REQUIRED: A Tool to Relax Queries through Relaxed Functional Dependencies.

Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese, Roberto Stanzione

Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023

2022

Enhancing spatial perception through sound: mapping human movements into MIDI.

Bernardo Breve, Stefano Cirillo, Mariano Cuofano, Domenico Desiato

Multim. Tools Appl., 2022

Social network data analysis to highlight privacy threats in sharing data.

Francesca Cerruto, Stefano Cirillo, Domenico Desiato, Michele Simone Gambardella, Giuseppe Polese

J. Big Data, 2022

Investigating the COVID-19 vaccine discussions on Twitter through a multilayer network-based approach.

Gianluca Bonifazi, Bernardo Breve, Stefano Cirillo, Enrico Corradini, Luca Virgili

Inf. Process. Manag., 2022

Cross-Social Network Investigation to Highlight Privacy Violations in Data Sharing Activities.

Francesca Cerruto, Stefano Cirillo, Domenico Desiato, Michele Simone Gambardella, Giuseppe Polese

Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

Data Analytics on Twitter for Evaluating Women Inclusion and Safety in Modern Society.

Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese, Roberto Stanzione

Proceedings of the 1st Italian Conference on Big Data and Data Science (itaDATA 2022), 2022

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

Proceedings of the 28th International DMS Conference on Visualization and Visual Languages, 2022

2021

An intelligent system for focused crawling from Big Data sources.

Ida Bifulco, Stefano Cirillo, Christian Esposito, Roberta Guadagni, Giuseppe Polese

Expert Syst. Appl., 2021

Dependency Visualization in Data Stream Profiling.

Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese

Big Data Res., 2021

Efficient Validation of Functional Dependencies during Incremental Discovery.

Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese

Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

Efficient Discovery of Functional Dependencies from Incremental Databases.

Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese

Proceedings of the iiWAS2021: The 23rd International Conference on Information Integration and Web Intelligence, Linz, Austria, 29 November 2021, 2021

Real-time visualization of profiling metadata upon data insertions.

Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese

Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference, 2021

Visual ECG Analysis in Real-world Scenarios.

Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese

Proceedings of the 27th International DMS Conference on Visualization and Visual Languages, 2021

2020

Monitoring Evolution of Dependency Discovery Results.

Loredana Caruccio, Stefano Cirillo

J. Vis. Lang. Sentient Syst., 2020

A Framework for Intrusion Detection Targeted at Non-Expert Users.

Bernardo Breve, Stefano Cirillo, Vincenzo Deufemia

J. Vis. Lang. Comput., 2020

Incremental Discovery of Imprecise Functional Dependencies.

Loredana Caruccio, Stefano Cirillo

ACM J. Data Inf. Qual., 2020

Enhancing user awareness during internet browsing.

Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Domenico Desiato, Vincenzo Deufemia, Giuseppe Polese

Proceedings of the Fourth Italian Conference on Cyber Security, 2020

Visualizing Dependencies during Incremental Discovery Processes.

Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese

Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

An Intrusion Detection Framework for Non-expert Users (S).

Stefano Cirillo, Vincenzo Deufemia, Bernardo Breve

Proceedings of the 26th International DMS Conference on Visualization and Visual Languages, 2020

Perceiving space through sound: mapping human movements into MIDI.

Bernardo Breve, Stefano Cirillo, Domenico Desiato, Mariano Cuofano

Proceedings of the 26th International DMS Conference on Visualization and Visual Languages, 2020

2019

Incremental Discovery of Functional Dependencies with a Bit-vector Algorithm.

Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese

Proceedings of the 27th Italian Symposium on Advanced Database Systems, 2019

CHRAVAT - Chronology Awareness Visual Analytic Tool.

Stefano Cirillo, Domenico Desiato, Bernardo Breve

Proceedings of the 23rd International Conference on Information Visualisation, 2019

2018

Discovery Multiple Data Structures in Big Data through Global Optimization and Clustering Methods.

Ida Bifulco, Stefano Cirillo

Proceedings of the 22nd International Conference Information Visualisation, 2018

Do you like my outfit?: Cromnia, a mobile assistant for blind users.

Giuliana Vitiello, Monica Sebillo, Luigi Fornaro, Marianna Di Gregorio, Stefano Cirillo, Mattia De Rosa, Vittorio Fuccella, Gennaro Costagliola

Proceedings of the 4th EAI International Conference on Smart Objects and Technologies for Social Good, 2018