Bogdan Gabrys
Scholar

Bogdan Gabrys

Google Scholar ID: E1rkUpQAAAAJ
Prof. of Data Science, University of Technology Sydney
Computational IntelligenceData ScienceComplex Adaptive SystemsMachine LearningPredictive Analytics
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
5,732
 
H-index
33
 
i10-index
87
 
Publications
20
 
Co-authors
72
list available
Contact
EmailBogdan.Gabrys@uts.edu.auCVOpen ↗
Publications
6 items
Learning From Limited Data and Feedback for Cell Culture Process Monitoring: A Comparative Study
2025
Cited
0
Lessons Learned from Deploying Adaptive Machine Learning Agents with Limited Data for Real-time Cell Culture Process Monitoring
2025
Cited
0
The Illusion of Progress: Re-evaluating Hallucination Detection in LLMs
2025
Cited
0
Machine Learning Methods for Small Data and Upstream Bioprocessing Applications: A Comprehensive Review
2025
Cited
0
FactSelfCheck: Fact-Level Black-Box Hallucination Detection for LLMs
2025
Cited
0
Hallucination Detection in LLMs Using Spectral Features of Attention Maps
2025
Cited
0
Resume (English only)
Academic Achievements
  • Published multiple arXiv papers on AutoML, including 'AutonoML: Towards an Integrated Framework for Autonomous Machine Learning'
  • Published 'NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size'
  • Proposed the 'Random Hyperboxes' method
  • Published a paper on automatic composition and optimisation of predictive systems in IEEE Transactions on Automation Science and Engineering
  • Published 'Generic adaptation strategies for automated machine learning'
Co-authors
72 total
Katarzyna Musial
Katarzyna Musial
Professor in Network Science, University of Technology Sydney, Australia
Co-author 2
Co-author 2
Co-author 3
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Co-author 4
Co-author 4
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Indrė Žliobaitė
Indrė Žliobaitė
Professor, University of Helsinki
Co-author 8
Co-author 8