Bogdan Gabrys
Scholar

Bogdan Gabrys

Google Scholar ID: E1rkUpQAAAAJ
Prof. of Data Science, University of Technology Sydney
Computational IntelligenceData ScienceComplex Adaptive SystemsMachine LearningPredictive Analytics
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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
7 items
Multipath Adaptive Gated Bottleneck Latent ODE with Raman Data Fusion for Cell Culture Process Forecasting
2026
Cited
0
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
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
5 total
Katarzyna Musial
Katarzyna Musial
Professor in Network Science, University of Technology Sydney, Australia
Indrė Žliobaitė
Indrė Žliobaitė
Professor, University of Helsinki
Di Jin
Di Jin
Tianjin University, Professor
Dongxiao He
Dongxiao He
Tianjin University, Professor of Computer Science
Mohamed Medhat Gaber
Mohamed Medhat Gaber
Adjunct Professor, Queensland University of Technology