Stefano Cirillo

56 papers A* 1A 2B 4C 2Journal 26Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	A	`conf`	Phishing Detection in Web Domains: new intelligent tool leveraging the effectiveness of emerging Generative models. WSDM Carmine Ambrosino, Maurizio Atzori, Stefano Cirillo, Domenico Desiato, Simona Ettari, Giuseppe Polese, Giandomenico Solimando
2025	J	`jnl`	A hybrid approach combining images and questionnaires for early detection and severity assessment of Autism Spectrum Disorder. Image Vis. Comput. S. C. Rajkumar, Stefano Cirillo, Yuvasini D., Luisa Solimando
2025	B	`conf`	An RFD-based approach for concept drift detection in Machine Learning Systems. EDBT Loredana Caruccio, Stefano Cirillo, Giuseppe Polese, Roberto Stanzione
2025	J	`jnl`	Augmenting Anonymized Data with AI: Exploring the Feasibility and Limitations of Large Language Models in Data Enrichment. CoRR Stefano Cirillo, Domenico Desiato, Giuseppe Polese, Monica Maria Lucia Sebillo, Giandomenico Solimando
2025	J	`jnl`	Bug Detective and Quality Coach: Developers' Mental Models of AI-Assisted IDE Tools. CoRR Paolo Buono, Mary Cerullo, Stefano Cirillo, Giuseppe Desolda, Francesco Greco, Emanuela Guglielmi, Grazia Margarella, Giuseppe Polese, Simone Scalabrino, Cesare Tucci
2025	B	`conf`	CADHE: Privacy-Preserving Medical Image Analysis Through Homomorphic Encrypted Convolutional Networks. IEEE Big Data Stefano Cirillo, Vincenzo Deufemia, Luigi Di Biasi, Giuseppe Polese, Giandomenico Solimando, Genoveffa Tortora
2025	—	`conf`	Concept Drift Detection in Machine Learning Systems by Exploiting Relaxed Functional Dependencies. SEBD Loredana Caruccio, Stefano Cirillo, Giuseppe Polese, Roberto Stanzione
2025	J	`jnl`	Editorial: Special Issue on Data quality dimensions in Data FAIRification design and processes. ACM J. Data Inf. Qual. Anna Bernasconi, Stefano Cirillo, Alberto García S., Hazar Harmouch
2025	J	`jnl`	Exploring the ability of emerging large language models to detect cyberbullying in social posts through new prompt-based classification approaches. Inf. Process. Manag. Stefano Cirillo, Domenico Desiato, Giuseppe Polese, Giandomenico Solimando, Vijayan Sugumaran, Shanmugam Sundaramurthy
2025	—	`conf`	Homomorphic Encryption for EDSS Classification: Safeguarding Patient Privacy in MRI-Based Assessment of Multiple Sclerosis. ITADATA Stefano Cirillo, Vincenzo Deufemia, Luigi Di Biasi, Giuseppe Polese, Giandomenico Solimando, Genoveffa Tortora
2025	J	`jnl`	Identifying fake reviews for refund purposes: Evaluating the effectiveness of a transfer-learning model against emerging Large Language Models. Eng. Appl. Artif. Intell. Loredana Caruccio, Gaetano Cimino, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese, Giandomenico Solimando
2025	J	`jnl`	Multi-objective federated learning traffic prediction in vehicular network for intelligent transportation system. PeerJ Comput. Sci. Arulmurgan Aalavanthar, Famila S., Shanmugam Sundaramurthy, Stefano Cirillo, Giandomenico Solimando, Giuseppe Polese
2025	J	`jnl`	Non-blocking functional dependency discovery from data streams. Inf. Sci. Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
2025	—	`conf`	Password Strength Analysis Through Social Network Data Exposure: A Combined Approach Relying on Data Reconstruction and Generative Models. SEBD Maurizio Atzori, Eleonora Calò, Loredana Caruccio, Stefano Cirillo, Giuseppe Polese, Giandomenico Solimando
2025	J	`jnl`	Password Strength Analysis Through Social Network Data Exposure: A Combined Approach Relying on Data Reconstruction and Generative Models. CoRR Maurizio Atzori, Eleonora Calò, Loredana Caruccio, Stefano Cirillo, Giuseppe Polese, Giandomenico Solimando
2025	—	`ed.`	Proceedings of the 4th Italian Conference on Big Data and Data Science - Workshops (ITADATA-WS 2025), Turin, Italy, September 9-11, 2025. ITADATA-WS Francesco Pierri, Valentina Cesare, Gianluca Mittone, Bruno Casella, Alberto Vecchiato, Stefano Cirillo, Eliana Pastor, Serena Tardelli
2025	J	`jnl`	Rectal Cancer Segmentation: A Methodical Approach for Generalizable Deep Learning in a Multi-Center Setting. Int. J. Imaging Syst. Technol. Jovana Panic, Arianna Defeudis, Lorenzo Vassallo, Stefano Cirillo, Marco Gatti, Roberto Sghedoni, Michele Avanzo, Angelo Vanzulli, Luca Sorrentino, Luca Boldrini, Huong Elena Tran, Giuditta Chiloiro, Giuseppe Roberto D'Agostino, Enrico Menghi, Roberta Fusco, Antonella Petrillo, Vincenza Granata, Martina Mori, Claudio Fiorino, Barbara Alicja Jereczek-Fossa, Marianna Alessandra Gerardi, Serena Dell'Aversana, Antonio Esposito, Daniele Regge, Samanta Rosati, Gabriella Balestra, Valentina Giannini
2024	J	`jnl`	A deep learning approach to classify country and value of modern coins. Neural Comput. Appl. Stefano Cirillo, Giandomenico Solimando, Luca Virgili
2024	J	`jnl`	Analyzing the worldwide perception of the Russia-Ukraine conflict through Twitter. J. Big Data Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
2024	J	`jnl`	Can ChatGPT provide intelligent diagnoses? A comparative study between predictive models and ChatGPT to define a new medical diagnostic bot. Expert Syst. Appl. Loredana Caruccio, Stefano Cirillo, Giuseppe Polese, Giandomenico Solimando, Shanmugam Sundaramurthy, Genoveffa Tortora
2024	J	`jnl`	Cancer Detection Using a New Hybrid Method Based on Pattern Recognition in MicroRNAs Combining Particle Swarm Optimization Algorithm and Artificial Neural Network. Big Data Cogn. Comput. Sepideh Molaei, Stefano Cirillo, Giandomenico Solimando
2024	J	`jnl`	Claude 2.0 large language model: Tackling a real-world classification problem with a new iterative prompt engineering approach. Intell. Syst. Appl. Loredana Caruccio, Stefano Cirillo, Giuseppe Polese, Giandomenico Solimando, Shanmugam Sundaramurthy, Genoveffa Tortora
2024	J	`jnl`	Decentralized and Incremental Discovery of Relaxed Functional Dependencies Using Bitwise Similarity. IEEE Trans. Knowl. Data Eng. Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
2024	J	`jnl`	Evaluating password strength based on information spread on social networks: A combined approach relying on data reconstruction and generative models. Online Soc. Networks Media Maurizio Atzori, Eleonora Calò, Loredana Caruccio, Stefano Cirillo, Giuseppe Polese, Giandomenico Solimando
2024	—	`conf`	Improving Malicious Accounts Discrimination through a New Feature Engineering Approach Using Relaxed Functional Dependencies. SEBD Loredana Caruccio, Gaetano Cimino, Stefano Cirillo, Domenico Desiato, Giuseppe Polese, Genoveffa Tortora
2024	A	`conf`	Privacy-Preserving Artificial Intelligence on Edge Devices: A Homomorphic Encryption Approach. ICWS Muhammad Jahanzeb Khan, Bo Fang, Gaetano Cimino, Stefano Cirillo, Lei Yang, Dongfang Zhao
2024	B	`conf`	RYAN: A tool for explaining and visually analyzing the evolution of Relaxed Functional Dependencies. IEEE Big Data Loredana Caruccio, Stefano Cirillo, Gianpaolo Iuliano, Giuseppe Polese, Roberto Stanzione
2023	—	`conf`	A Visual Privacy Tool to Help Users in Preserving Social Network Data. IS-EUD Workshops Stefano Cirillo, Domenico Desiato, Michele Scalera, Giandomenico Solimando
2023	—	`conf`	Discovering Functional Dependencies: Can We Use ChatGPT to Generate Algorithms? itaDATA Loredana Caruccio, Stefano Cirillo, Tullio Pizzuti, Giuseppe Polese
2023	A*	`conf`	IndiBits: Incremental Discovery of Relaxed Functional Dependencies using Bitwise Similarity. ICDE Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
2023	J	`jnl`	Malicious Account Identification in Social Network Platforms. ACM Trans. Internet Techn. Loredana Caruccio, Gaetano Cimino, Stefano Cirillo, Domenico Desiato, Giuseppe Polese, Genoveffa Tortora
2023	B	`conf`	REQUIRED: A Tool to Relax Queries through Relaxed Functional Dependencies. EDBT Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese, Roberto Stanzione
2023	—	`conf`	Relaxed Functional Dependency Discovery in Incremental Scenarios. SEBD Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
2022	—	`conf`	Brain tumors classification from MRI images: A comparative study between different neural networks. DMSVIVA Loredana Caruccio, Gaetano Cimino, Stefano Cirillo, Gianpaolo Iuliano, Giuseppe Polese, Bernardo Breve
2022	—	`conf`	Cross-Social Network Investigation to Highlight Privacy Violations in Data Sharing Activities. SEBD Francesca Cerruto, Stefano Cirillo, Domenico Desiato, Michele Simone Gambardella, Giuseppe Polese
2022	—	`conf`	Data Analytics on Twitter for Evaluating Women Inclusion and Safety in Modern Society. itaDATA Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese, Roberto Stanzione
2022	J	`jnl`	Enhancing spatial perception through sound: mapping human movements into MIDI. Multim. Tools Appl. Bernardo Breve, Stefano Cirillo, Mariano Cuofano, Domenico Desiato
2022	J	`jnl`	Investigating the COVID-19 vaccine discussions on Twitter through a multilayer network-based approach. Inf. Process. Manag. Gianluca Bonifazi, Bernardo Breve, Stefano Cirillo, Enrico Corradini, Luca Virgili
2022	J	`jnl`	Social network data analysis to highlight privacy threats in sharing data. J. Big Data Francesca Cerruto, Stefano Cirillo, Domenico Desiato, Michele Simone Gambardella, Giuseppe Polese
2021	J	`jnl`	An intelligent system for focused crawling from Big Data sources. Expert Syst. Appl. Ida Bifulco, Stefano Cirillo, Christian Esposito, Roberta Guadagni, Giuseppe Polese
2021	J	`jnl`	Dependency Visualization in Data Stream Profiling. Big Data Res. Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
2021	C	`conf`	Efficient Discovery of Functional Dependencies from Incremental Databases. iiWAS Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
2021	—	`conf`	Efficient Validation of Functional Dependencies during Incremental Discovery. SEBD Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
2021	—	`conf`	Real-time visualization of profiling metadata upon data insertions. EDBT/ICDT Workshops Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
2021	—	`conf`	Visual ECG Analysis in Real-world Scenarios. DMSVIVA Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
2020	J	`jnl`	A Framework for Intrusion Detection Targeted at Non-Expert Users. J. Vis. Lang. Comput. Bernardo Breve, Stefano Cirillo, Vincenzo Deufemia
2020	—	`conf`	An Intrusion Detection Framework for Non-expert Users (S). DMSVIVA Stefano Cirillo, Vincenzo Deufemia, Bernardo Breve
2020	—	`conf`	Enhancing user awareness during internet browsing. ITASEC Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Domenico Desiato, Vincenzo Deufemia, Giuseppe Polese
2020	J	`jnl`	Incremental Discovery of Imprecise Functional Dependencies. ACM J. Data Inf. Qual. Loredana Caruccio, Stefano Cirillo
2020	J	`jnl`	Monitoring Evolution of Dependency Discovery Results. J. Vis. Lang. Sentient Syst. Loredana Caruccio, Stefano Cirillo
2020	—	`conf`	Perceiving space through sound: mapping human movements into MIDI. DMSVIVA Bernardo Breve, Stefano Cirillo, Domenico Desiato, Mariano Cuofano
2020	—	`conf`	Visualizing Dependencies during Incremental Discovery Processes. EDBT/ICDT Workshops Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
2019	—	`conf`	CHRAVAT - Chronology Awareness Visual Analytic Tool. IV (1) Stefano Cirillo, Domenico Desiato, Bernardo Breve
2019	—	`conf`	Incremental Discovery of Functional Dependencies with a Bit-vector Algorithm. SEBD Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
2018	C	`conf`	Discovery Multiple Data Structures in Big Data through Global Optimization and Clustering Methods. IV Ida Bifulco, Stefano Cirillo
2018	—	`conf`	Do you like my outfit?: Cromnia, a mobile assistant for blind users. GOODTECHS Giuliana Vitiello, Monica Sebillo, Luigi Fornaro, Marianna Di Gregorio, Stefano Cirillo, Mattia De Rosa, Vittorio Fuccella, Gennaro Costagliola