Rob Brennan

University College Dublin — Ireland

Computer Science · Physical Sciences

19h-index1.7kcitations184works10.42yr avg
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Research Topics

Semantic Web and Ontologies(67), Data Quality and Management(45), Service-Oriented Architecture and Web Services(44), Biomedical Text Mining and Ontologies(22), Privacy-Preserving Technologies in Data(18)

Publications184 total

Safety Science as a Source of Organizational Cyber Resilience in Incident Response
IEEE Access·2026Open Access
EmbER: A Neuro-Symbolic Method for Entity Comparison and Ranking in Text-Rich Knowledge Graphs
Lecture notes in computer science·2025
Semantic Log Aggregation for a Machine Readable Knowledge Base of Incident Response Activities
2025
Explainable AI for infection prevention and control: modeling CPE acquisition and patient outcomes in an Irish hospital with transformers
BMC Medical Informatics and Decision Making·2025Open Access
A Tribal data repository to advance Indigenous health and sovereignty
Nature Genetics·2025
Trustworthy artificial intelligence and organisational trust: a scoping review using socio-technical systems analysis
Ergonomics·2025· 2 citedOpen Access
Quantitative Data Valuation Methods: A Systematic Review and Taxonomy
Journal of Data and Information Quality·2025· 1 citedOpen Access
Evaluating Incident Response in CSIRTs using Cube Socio-technical Systems Analysis
Computer Standards & Interfaces·2025· 4 citedOpen Access
Security Models Based on Semantic Web Technologies: The Ark Platform Security Modules
Advances in Knowledge-Based Systems Data Science and Cybersecurity·2025Open Access
Enhancing AI Incident Data Sharing Using Cyber Threat Intelligence Feeds
2024
Towards LLM-based Synthetic Dataset Generation of Cyber Incident Response Process Logs
2024· 1 cited
Imagining Better AI-Enabled Healthcare Futures: The Case for Care by Design
arXiv (Cornell University)·2024· 1 citedOpen Access
Forecasting Patient Early Readmission from Irish Hospital Discharge Records Using Conventional Machine Learning Models
Diagnostics·2024· 3 citedOpen Access
Forecasting Patient Early Readmission from Irish Hospital Discharge Records Using Conventional Machine Learning Models
Preprints.org·2024· 3 citedOpen Access
A systems approach to managing the risk of healthcare acquired infection in an acute hospital setting supported by human factors ergonomics, data science, data governance and AI
Ergonomics·2024· 6 citedOpen Access
Personalization of Dataset Retrieval Results using a Metadata-based Data Valuation Method
arXiv (Cornell University)·2024Open Access
The Impact of Data Valuation on Feature Importance in Classification Models
Lecture notes in networks and systems·2024· 1 citedOpen Access
Personalization of Dataset Retrieval Results Using a Data Valuation Method
2024· 1 citedOpen Access
Evaluating Incident Response in Csirts Using Cube Socio-Technical Systems Analysis
SSRN Electronic Journal·2024Open Access
Image Data Augmentation Approaches: A Comprehensive Survey and Future Directions
IEEE Access·2024· 185 citedOpen Access
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Frequent Co-authors

Declan O’Sullivan(16), Malika Bendechache(9), David Lewis(6), Judie Attard(6), Kevin Feeney(5), Brendan Jennings(5), Bo Fu(4), Thomas P. Curran(4), John Keeney(4), Peter Turchin(3), Thomas E. Currie(3), Pieter François(3), Harvey Whitehouse(3), Wei Tai(3), Paul Ryan(3), Christophe Debruyne(3), Irina Tal(3), Teerath Kumar(2), J. G. Manning(2), Peter N. Peregrine(2)