Laura Pandolfo

University of Sassari — Italy

Computer Science · Physical Sciences

6h-index123citations32works2.92yr avg
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Research Topics

Semantic Web and Ontologies(13), Fault Detection and Control Systems(6), Library Science and Information Systems(6), Adversarial Robustness in Machine Learning(5), Anomaly Detection Techniques and Applications(4)

Publications32 total

Discovering sentiment insights: streamlining tourism review analysis with Large Language Models
Information Technology & Tourism·2025· 9 citedOpen Access
A Knowledge-Driven Approach to Threat Validation and Security Reasoning in Modular Systems
IEEE Access·2025Open Access
<i>SynthVal</i> : A Framework for Validating Synthetic Medical Images
IEEE Access·2025Open Access
A Systematic Literature Review of Supervised Machine Learning Techniques for Predictive Maintenance in Industry 4.0
IEEE Access·2025· 10 citedOpen Access
LLMs for Sentiment Analysis in Tourism Reviews: A Resource-Efficient Approach
2024· 1 cited
Formal Verification of Neural Networks: A “Step Zero” Approach for Vehicle Detection
Lecture notes in computer science·2024
Verifying Autoencoders for Anomaly Detection in Predictive Maintenance
Lecture notes in computer science·2024Open Access
Verifying Neural Networks with Non-Linear SMT Solvers: a Short Status Report
2023· 3 cited
Verifying Neural Networks with SMT: An Experimental Evaluation
2023· 6 cited
Detection of Component Degradation: A Study on Autoencoder-Based Approaches
2023· 6 citedOpen Access
Verification of NNs in the IMOCO4.E Project: Preliminary Results
2023· 6 citedOpen Access
Vector Reconstruction Error for Anomaly Detection: Preliminary Results in the IMOCO4.E Project
2023· 6 citedOpen Access
Leveraging Satisfiability Modulo Theory Solvers for Verification of Neural Networks in Predictive Maintenance Applications
Information·2023· 8 citedOpen Access
Verification of Neural Networks: Challenges and Perspectives in the AIDOaRt Project
Zenodo (CERN European Organization for Nuclear Research)·2023· 3 citedOpen Access
Building the Semantic Layer of the Józef Piłsudski Digital Archive With an Ontology-Based Approach
International Journal on Semantic Web and Information Systems·2021· 5 cited
SMT-Based Consistency Checking of Configuration-Based Components Specifications
IEEE Access·2021· 2 citedOpen Access
ARKIVO Dataset: A Benchmark for Ontology-based Extraction Tools
2021Open Access
Understanding and Modeling Visitor Behaviours for Enhancing Personalized Cultural Experiences
International Journal of Technology and Human Interaction·2020
Exploring Semantic Archival Collections: The Case of Piłsudski Institute of America
Communications in computer and information science·2019
ARKIVO: an Ontology for Describing Archival Resources.
CILC·2018· 4 cited
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Frequent Co-authors

Luca Pulina(28), Dario Guidotti(14), Giovanni Adorni(4), Marco Maratea(3), Marek Zieliński(3), Roman Kontchakov(1), Vladislav Ryzhikov(1), Michael Zakharyaschev(1), Riccardo Masiero(1), Romina Eramo(1), Tiziana Fanni(1), Katiuscia Zedda(1), Simone Vuotto(1), Antonietta Mazzette(1), Elena Piga(1), Maria Laura Ruiu(1), Camillo Tidore(1), Jessica Albano(1), J. Dogliani(1), Juan Carlos Suzunaga Quintana(1)