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
4 items
Bias in Filter Feature Selection Evaluation: A Meta-Analysis of Datasets, Baselines, and Experimental Design Choices
2026
Cited
0
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
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
5 total
Declan O'Sullivan
Declan O'Sullivan
Professor in Computer Science, Trinity College Dublin
Malika Bendechache
Malika Bendechache
Assistant Prof. University of Galway
Teerath Kumar
Teerath Kumar
Doctoral Researcher at Adapt Centre and CRT-AI, Dublin City University, Ireland
Harshvardhan J.Pandit
Harshvardhan J.Pandit
AI Accountability Lab (AIAL), Trinity College Dublin
Martin Crane
Martin Crane
School of Computing, Dublin City University