Rob Brennan
Scholar

Rob Brennan

Google Scholar ID: 5W07oMIAAAAJ
Assistant Professor, School of Computer Science, University College Dublin
AI and Data GovernanceData ValueData QualityData PrivacyKnowledge Graphs
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Citations & Impact
All-time
Citations
1,376
 
H-index
18
 
i10-index
40
 
Publications
20
 
Co-authors
65
list available
Contact
Emailrob.brennan@ucd.ie
Publications
3 items
Retrieval-aligned Tabular Foundation Models Enable Robust Clinical Risk Prediction in Electronic Health Records Under Real-world Constraints
2026
Cited
0
KGroups: A Versatile Univariate Max-Relevance Min-Redundancy Feature Selection Algorithm for High-dimensional Biological Data
2026
Cited
0
Explainable AI for Infection Prevention and Control: Modeling CPE Acquisition and Patient Outcomes in an Irish Hospital with Transformers
2025
Cited
0
Resume (English only)
Research Experience
  • Assistant Professor, School of Computing, Dublin City University (Sep 2018 – Jul 2022)
  • Senior Research Fellow/Adjunct Assistant Professor, School of Computer Science and Statistics, Trinity College Dublin (May 2008 – Aug 2018)
  • Adjunct Lecturer, School of Electronic Engineering, Dublin City University (Sep 1999 – Jun 2005)
  • Research Officer, Enterprise Ireland, Teltec DCU (May 1997 – May 1998)
  • R&D Manager, Balnagowan Broadband Ltd (Sep 2007 – Apr 2008)
  • Senior Engineer/Researcher, Ericsson (Ireland), Network Management Research Centre (May 2004 – May 2006)
  • Team Leader, ISOCOR BV (Sep 1994 – Apr 1997)
  • Led multiple national, industrial, and EU research projects since 1998
Co-authors
65 total
Declan O'Sullivan
Declan O'Sullivan
Professor in Computer Science, Trinity College Dublin
Co-author 2
Co-author 2
Malika Bendechache
Malika Bendechache
Assistant Prof. University of Galway
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Co-author 7
Co-author 7
Co-author 8
Co-author 8