A Distributed Information Extraction System Integrating Ontological Knowledge and Probabilistic Classifiers. - Anita Alicante; Massimo Benerecetti; Anna Corazza; Stefano Silvestri (3PGCIC, 2014)

Unsupervised Information Extraction from Italian Clinical Records. - Anita Alicante; Anna Corazza; Francesco Isgrò; Stefano Silvestri (InMed, 2014)

Relation Mining from Clinical Records. - Anita Alicante; Anna Corazza; Francesco Isgrò; Stefano Silvestri (CLiC-it/EVALITA, 2016)

Unsupervised entity and relation extraction from clinical records in Italian. - Anita Alicante; Anna Corazza; Francesco Isgrò; Stefano Silvestri (Comput. Biol. Medicine, 2016)

A distributed architecture to integrate ontological knowledge into information extraction. - Anita Alicante; Massimo Benerecetti; Anna Corazza; Stefano Silvestri (Int. J. Grid Util. Comput., 2016)

Query Expansion Based on WordNet and Word2vec for Italian Question Answering Systems. - Emanuele Damiano; Aniello Minutolo; Stefano Silvestri; Massimo Esposito (3PGCIC, 2017)

A Methodology to Reduce the Complexity of Validation Model Creation from Medical Specification Document. - Francesco Gargiulo 001; Stefano Silvestri; Mariarosaria Fontanella; Mario Ciampi (HEALTHINF, 2017)

A Deep Learning Approach for Scientific Paper Semantic Ranking. - Francesco Gargiulo 001; Stefano Silvestri; Mariarosaria Fontanella; Mario Ciampi; Giuseppe De Pietro (IIMSS, 2017)

A Big Data architecture for knowledge discovery in PubMed articles. - Francesco Gargiulo 001; Stefano Silvestri; Mario Ciampi (ISCC, 2017)

Deep Convolution Neural Network for Extreme Multi-label Text Classification. - Francesco Gargiulo 001; Stefano Silvestri; Mario Ciampi (HEALTHINF, 2018)

A clustering based methodology to support the translation of medical specifications to software models. - Francesco Gargiulo 001; Stefano Silvestri; Mario Ciampi (Appl. Soft Comput., 2018)

A Big Data Approach for Health Data Information Retrieval. - Mario Ciampi; Elio Masciari; Giuseppe De Pietro; Stefano Silvestri (BIBM, 2019)

Exploit Hierarchical Label Knowledge for Deep Learning. - Francesco Gargiulo 001; Stefano Silvestri; Mario Ciampi (CBMS, 2019)

Improving Biomedical Information Extraction with Word Embeddings Trained on Closed-Domain Corpora. - Stefano Silvestri; Francesco Gargiulo 001; Mario Ciampi (ISCC, 2019)

A Big Data Architecture for the Extraction and Analysis of EHR Data. - Stefano Silvestri; Angelo Esposito; Francesco Gargiulo 001; Mario Sicuranza; Mario Ciampi; Giuseppe De Pietro (SERVICES, 2019)

Deep neural network for hierarchical extreme multi-label text classification. - Francesco Gargiulo 001; Stefano Silvestri; Mario Ciampi; Giuseppe De Pietro (Appl. Soft Comput., 2019)

Exploit Multilingual Language Model at Scale for ICD-10 Clinical Text Classification. - Stefano Silvestri; Francesco Gargiulo 001; Mario Ciampi; Giuseppe De Pietro (ISCC, 2020)

Health Data Information Retrieval For Improved Simulation. - Mario Ciampi; Giuseppe De Pietro; Elio Masciari; Stefano Silvestri (PDP, 2020)

Some lessons learned using health data literature for smart information retrieval. - Mario Ciampi; Giuseppe De Pietro; Elio Masciari; Stefano Silvestri (SAC, 2020)

Cyber Threat Analysis Using Natural Language Processing for a Secure Healthcare System. - Shareeful Islam; Spyridon Papastergiou; Stefano Silvestri (ISCC, 2022)

BERT syntactic transfer: A computational experiment on Italian, French and English languages. - Raffaele Guarasci; Stefano Silvestri; Giuseppe De Pietro; Hamido Fujita; Massimo Esposito (Comput. Speech Lang., 2022)

An intelligent environment for preventing medication errors in home treatment. - Mario Ciampi; Antonio Coronato; Muddasar Naeem; Stefano Silvestri (Expert Syst. Appl., 2022)

A Privacy-Preserving and Standard-Based Architecture for Secondary Use of Clinical Data. - Mario Ciampi; Mario Sicuranza; Stefano Silvestri (Inf., 2022)

ixpeobssim: A simulation and analysis framework for the imaging X-ray polarimetry explorer. - Luca Baldini 003; Niccolò Bucciantini; Niccolò Di Lalla; Steven Ehlert; Alberto Manfreda; Michela Negro; Nicola Omodei; Melissa Pesce-Rollins; Carmelo Sgrò; Stefano Silvestri (SoftwareX, 2022)

Assessing BERT's ability to learn Italian syntax: a study on null-subject and agreement phenomena. - Raffaele Guarasci; Stefano Silvestri; Giuseppe De Pietro; Hamido Fujita; Massimo Esposito (J. Ambient Intell. Humaniz. Comput., 2023)

Integrated use of KOS and deep learning for data set annotation in tourism domain. - Giovanna Aracri; Antonietta Folino; Stefano Silvestri (J. Documentation, 2023)

A Machine Learning Approach for the NLP-Based Analysis of Cyber Threats and Vulnerabilities of the Healthcare Ecosystem. - Stefano Silvestri; Shareeful Islam; Spyridon Papastergiou; Christos Tzagkarakis; Mario Ciampi (Sensors, 2023)

Accessibility of the Boundary of the Thurston Set. - Stefano Silvestri; Rodrigo A. Pérez (Exp. Math., 2023)

A Data Platform for the Integration of Smart City Subsystems. - Stefano Silvestri; Giuseppe Tricomi; Emanuele Damiano; Mario Sicuranza; Mario Ciampi (3PGCIC, 2024)

A Dataset for the Fine-tuning of LLM for the NER Task in the Cyber Security Domain. - Stefano Silvestri; Giuseppe Felice Russo; Giuseppe Tricomi; Mario Ciampi (DS (LB), 2024)

Probing Cross-lingual Transfer of XLM Multi-language Model. - Raffaele Guarasci; Stefano Silvestri; Massimo Esposito (EIDWT, 2024)

A Natural Language Processing-based Approach for Cyber Risk Assessment in the Healthcare Ecosystems. - Stefano Silvestri; Giuseppe Tricomi; Giuseppe Felice Russo; Mario Ciampi (Ital-IA, 2024)

On the Way to Distribute Compute Continuum Urban Applications by Deploying Clusters of Drones. - Giuseppe Tricomi; Luca D'Agati; Michele Arena; Francesco Longo 001; Giovanni Merlino; Antonio Puliafito; Stefano Silvestri (ITNAC, 2024)

An IoT-AI Toolchain for Structural Health Monitoring. - Mattia Forlesi; Alfonso Esposito; Leonardo Ciabattini; Luca Sciullo; Marco Di Felice; Soroosh Kamali; Emma Ghini; Stefano Silvestri; Alessandro Marzani (M&N, 2024)

Paving the Way for an Urban Intelligence OpenStack-Based Architecture. - Giuseppe Tricomi; Luca D'Agati; Francesco Longo 001; Giovanni Merlino; Antonio Puliafito; Stefano Silvestri (SMARTCOMP, 2024)

Cyber threat assessment and management for securing healthcare ecosystems using natural language processing. - Stefano Silvestri; Shareful Islam; Dmitry Amelin; Gabriele Weiler; Spyridon Papastergiou; Mario Ciampi (Int. J. Inf. Sec., 2024)

An Urban Intelligence Architecture for Heterogeneous Data and Application Integration, Deployment and Orchestration. - Stefano Silvestri; Giuseppe Tricomi; Salvatore Rosario Bassolillo; Riccardo De Benedictis; Mario Ciampi (Sensors, 2024)

PyGenAlgo: A simple and powerful toolkit for genetic algorithms. - Michail D. Vrettas; Stefano Silvestri (SoftwareX, 2025)

Digital twins for intelligent cities: the case study of Matera. - Riccardo De Benedictis; Amedeo Cesta; Riccardo Pellegrini; Matteo Diez; Diego Maria Pinto; Paolo Ventura; Giuseppe Stecca; Giovanni Felici; Andreas Scalas; Michela Mortara; Daniela Cabiddu; Simone Pittaluga; et al. (J. Reliab. Intell. Environ., 2025)

Intelligent dynamic cybersecurity risk management framework with explainability and interpretability of AI models for enhancing security and resilience of digital infrastructure. - Shareeful Islam; Nihala Basheer; Spyridon Papastergiou; Mario Ciampi; Stefano Silvestri (J. Reliab. Intell. Environ., 2025)