Few-shot Named Entity Recognition with Cloze Questions. - Valerio La Gatta; Vincenzo Moscato; Marco Postiglione; Giancarlo Sperlì (CoRR, 2021)

CASTLE: Cluster-aided space transformation for local explanations. - Valerio La Gatta; Vincenzo Moscato; Marco Postiglione; Giancarlo Sperlì (Expert Syst. Appl., 2021)

PASTLE: Pivot-aided space transformation for local explanations. - Valerio La Gatta; Vincenzo Moscato; Marco Postiglione; Giancarlo Sperlì (Pattern Recognit. Lett., 2021)

An Epidemiological Neural Network Exploiting Dynamic Graph Structured Data Applied to the COVID-19 Outbreak. - Valerio La Gatta; Vincenzo Moscato; Marco Postiglione; Giancarlo Sperlì (IEEE Trans. Big Data, 2021)

A Deep Learning pipeline for Network Anomaly Detection based on Autoencoders. - Antonino Ferraro; Antonio Galli; Valerio La Gatta; Marco Postiglione (MetroXRAINE, 2022)

An end-to-end framework for information extraction from Italian resumes. - Alessandro Barducci; Simone Iannaccone; Valerio La Gatta; Vincenzo Moscato; Giancarlo Sperlì; Sergio Zavota (Expert Syst. Appl., 2022)

Graph-Based Approach for European Law Classification. - Raffaele Russo; Giuliano Di Giuseppe; Alessandro Vanacore; Valerio La Gatta; Antonino Ferraro; Antonio Galli; Marco Postiglione; Vincenzo Moscato (IEEE Big Data, 2023)

The Interconnected Nature of Online Harm and Moderation: Investigating the Cross-Platform Spread of Harmful Content between YouTube and Twitter. - Valerio La Gatta; Luca Luceri; Francesco Fabbri; Emilio Ferrara (HT, 2023)

Harnessing Multi-modality and Expert Knowledge for Adverse Events Prediction in Clinical Notes. - Marco Postiglione; Giovanni Esposito; Raffaele Izzo; Valerio La Gatta; Vincenzo Moscato; Raffaele Piccolo (ICIAP Workshops (2), 2023)

Healthcare Data Summarization via Medical Entity Recognition and Generative AI. - Giuseppe Riccio; Antonio Romano; Andriy Korsun; Michele Cirillo; Marco Postiglione; Valerio La Gatta; Antonino Ferraro; Antonio Galli; Vincenzo Moscato (itaDATA, 2023)

Unsupervised Anomaly Detection in Predictive Maintenance Using Sound Data. - Antonino Ferraro; Antonio Galli; Valerio La Gatta; Vincenzo Moscato; Marco Postiglione; Giancarlo Sperlì; Francesco Moscato 001 (SEBD, 2023)

HEMR: Hypergraph Embeddings for Music Recommendation. - Antonino Ferraro; Antonio Galli; Valerio La Gatta; Vincenzo Moscato; Marco Postiglione; Giancarlo Sperlì; Flora Amato (SEBD, 2023)

Retrieving false claims on Twitter during the Russia-Ukraine conflict. - Valerio La Gatta; Chiyu Wei; Luca Luceri; Francesco Pierri 002; Emilio Ferrara (WWW (Companion Volume), 2023)

COVID-19 Sentiment Analysis Based on Tweets. - Valerio La Gatta; Vincenzo Moscato; Marco Postiglione; Giancarlo Sperlí (IEEE Intell. Syst., 2023)

Music Recommendation via Hypergraph Embedding. - Valerio La Gatta; Vincenzo Moscato; Mirko Pennone; Marco Postiglione; Giancarlo Sperlí (IEEE Trans. Neural Networks Learn. Syst., 2023)

Information retrieval algorithms and neural ranking models to detect previously fact-checked information. - Tanmoy Chakraborty 002; Valerio La Gatta; Vincenzo Moscato; Giancarlo Sperlì (Neurocomputing, 2023)

Agent-Based Modelling Meets Generative AI in Social Network Simulations. - Antonino Ferraro; Antonio Galli; Valerio La Gatta; Marco Postiglione; Gian Marco Orlando; Diego Russo; Giuseppe Riccio; Antonio Romano; Vincenzo Moscato (ASONAM (1), 2024)

Scaling LLM-Based Knowledge Graph Generation: A Case Study of Italian Geopolitical News. - Diego Russo; Gian Marco Orlando; Antonio Romano; Giuseppe Riccio; Valerio La Gatta; Marco Postiglione; Vincenzo Moscato (IEEE Big Data, 2024)

EuropeanLawAdvisor: an open source search engine for European laws. - Raffaele Russo; Diego Russo; Gian Marco Orlando; Antonio Romano; Giuseppe Riccio; Valerio La Gatta; Marco Postiglione; Vincenzo Moscato (IEEE Big Data, 2024)

Few Shot NER on Augmented Unstructured Text from Cardiology Records. - Antonino Ferraro; Antonio Galli; Valerio La Gatta; Mario Minocchi; Vincenzo Moscato; Marco Postiglione (EIDWT, 2024)

Empowering Network Security with Autoencoders. - Antonino Ferraro; Valerio La Gatta; Marco Postiglione (ICASSP Workshops, 2024)

AI in Cybersecurity: Activities of the CINI-AIIS Lab at University of Naples Federico II. - Antonino Ferraro; Antonio Galli; Valerio La Gatta; Lidia Marassi; Stefano Marrone 002; Vincenzo Moscato; Marco Postiglione; Carlo Sansone; Giancarlo Sperlì (Ital-IA, 2024)

A Comparative Assessment of eXplainable AI Tools in Predicting Hard Disk Drive Health. - Flora Amato; Antonino Ferraro; Antonio Galli; Valerio La Gatta; Francesco Moscato 001; Vincenzo Moscato; Marco Postiglione; Carlo Sansone; Giancarlo Sperlì (SEBD, 2024)

Explainability in AI-based behavioral malware detection systems. - Antonio Galli; Valerio La Gatta; Vincenzo Moscato; Marco Postiglione; Giancarlo Sperlì (Comput. Secur., 2024)

Benchmarking open source and paid services for speech to text: an analysis of quality and input variety. - Antonino Ferraro; Antonio Galli; Valerio La Gatta; Marco Postiglione (Frontiers Big Data, 2024)

KERMIT: Knowledge-EmpoweRed Model In harmful meme deTection. - Biagio Grasso; Valerio La Gatta; Vincenzo Moscato; Giancarlo Sperlì (Inf. Fusion, 2024)

An eXplainable Artificial Intelligence Methodology on Big Data Architecture. - Valerio La Gatta; Vincenzo Moscato; Marco Postiglione; Giancarlo Sperlì (Cogn. Comput., 2024)

A Multilingual Multimodal Medical Examination Dataset for Visual Question Answering in Healthcare. - Giuseppe Riccio; Antonio Romano; Mariano Barone; Gian Marco Orlando; Diego Russo; Marco Postiglione; Valerio La Gatta; Vincenzo Moscato (CBMS, 2025)

Can Generative Agent-Based Modeling Replicate the Friendship Paradox in Social Media Simulations? - Gian Marco Orlando; Valerio La Gatta; Diego Russo; Vincenzo Moscato (WebSci, 2025)

Reinforcement-Learning Based Covert Social Influence Operations. - Saurabh Kumar 007; Valerio La Gatta; Andrea Pugliese 001; Andrew Pulver; V. S. Subrahmanian; Jiazhi Zhang; Youzhi Zhang 001 (WWW, 2025)

A Drone Early Warning System for Predicting Threatening Trajectories. - Tonmoay Deb; Sven de Laaf; Valerio La Gatta; Odette Lemmens; Roy Lindelauf; Max van Meerten; Herwin Meerveld; Afke Neeleman; Marco Postiglione; Venkatramanan Siva Subrahmanian (IEEE Intell. Syst., 2025)

From single-task to multi-task: Unveiling the dynamics of knowledge transfers in disinformation detection. - Valerio La Gatta; Giancarlo Sperlì; Luigi De Cegli; Vincenzo Moscato (Inf. Sci., 2025)

Assessing the potential of generative agents in crowdsourced fact-checking. - Luigia Costabile; Gian Marco Orlando; Valerio La Gatta; Vincenzo Moscato (Online Soc. Networks Media, 2025)

A novel augmentation strategy for credit scoring modeling. - Valerio La Gatta; Marco Postiglione; Giancarlo Sperlì (Neural Comput. Appl., 2025)

Automating AI Failure Tracking: Semantic Association of Reports in AI Incident Database. - Diego Russo; Gian Marco Orlando; Valerio La Gatta; Vincenzo Moscato (CoRR, 2025)