Prof Uwe Aickelin
Head, School of Computing and Information Systems
School of Computing and Information Systems
364 Scholarly works
11 Projects
HIGHLIGHTS
2026
Conference Proceedings
Improving Emergency Department Decision-Making Through High-Cardinality Feature Integration
DOI: 10.1007/978-3-032-10685-8_92026
Journal article
Addressing Small Data Challenges in Biopharmaceutical Development and Manufacturing: A Mini Review of Multi-Fidelity Techniques
DOI: 10.1002/bit.702132024
Conference Proceedings
ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification
DOI: 10.1145/3637528.36718622022
Research grants (ARC, NHMRC, MRFF)
ARC Research Hub for Digital Bioprocess Development
2021
Research contracts (non-grants)
Faster, Smarter Pharma and Food Manufacturing
2021
Research Contracts
Faster, Smarter Pharma and Food Manufacturing
2021
Journal article
A review on human–ai interaction in machine learning and insights for medical applications
DOI: 10.3390/ijerph18042121
RECENT SCHOLARLY WORKS
2026
Conference Proceedings
A Generalized Framework for Multi-fidelity Acquisition Functions for Bioprocessing Applications
DOI: 10.1145/3807503.38194662026
Journal article
Handling extreme imbalanced multi-class data with MCDO-BR: a diversity-based synthetic over-sampling technique
DOI: 10.1007/s41060-026-01176-92026
Conference Proceedings
Order-Aware Metric Learning for Electronic Health Records Applications
DOI: 10.5220/00143160000040702026
Book Chapter
Efficient Selection of Low-Fidelity Data for Multi-fidelity Surrogate Models
DOI: 10.1007/978-981-95-7072-0_322026
Conference Proceedings
Using Machine Learning to Identify Patient-Ventilator Asynchrony during Non-Invasive Ventilation in Patients with Motor Neurone Disease
DOI: 10.1016/j.sleep.2025.1086372026
Conference Proceedings
SegPPMTS: Unsupervised Segmentation for Pseudo-periodic Medical Time Series
DOI: 10.1007/978-981-92-1300-9_462025
Journal article
Breathing Cycle-Aware Segmentation for Patient-Ventilator Asynchrony Detection
DOI: 10.1109/JBHI.2025.36192692025
Journal article
Development of a Machine Learning Model for Predicting Treatment-Related Amenorrhea in Young Women with Breast Cancer
DOI: 10.3390/bioengineering12111171