Prof James Bailey
Honorary Professorial Fellow
School of Computing and Information Systems
70 Scholarly works
38 Projects
HIGHLIGHTS
2027
Book Chapter
Local Intrinsic Dimensionality of Ground Motion for Early Detection of Catastrophic Slope Failure
DOI: 10.1007/978-3-032-37682-4_142027
Book Chapter
On the Use of Bagging for Local Intrinsic Dimensionality Estimation
DOI: 10.1007/978-3-032-37654-1_192026
Journal article
DynaPURLS: Dynamic Refinement of Part-Aware Representations for Skeleton-Based Zero-Shot Action Recognition
DOI: 10.1109/TPAMI.2026.36808732026
Journal article
A Bayesian framework for robust local intrinsic dimensionality estimation
DOI: 10.1016/j.is.2025.1026682019
Research grants (other domestic)
Building 4.0 CRC
2018
Research grants (ARC, NHMRC, MRFF)
Arc Training Centre in Cognitive Computing for Medical Technologies (Arc - Central Operating)
2018
Research Grant
Arc Training Centre in Cognitive Computing for Medical Technologies (Arc - Stream 1 & 2)
RECENT SCHOLARLY WORKS
2026
Other
Foundation vision models for Antarctic sea ice floe segmentation and quantification from shipborne imagery
DOI: 10.5194/egusphere-egu26-96952026
Journal article
Sea Ice Floe Segmentation in Close-Range Optical Imagery Using Active Contour and Foundation Models
DOI: 10.1029/2025EA0044532026
Conference Proceedings
GeoDetect: Geometric Adversarial Detection for VLPs
DOI: 10.1007/978-3-032-37020-4_302026
Journal article
Improving quality of care in total knee arthroplasty using risk prediction: a narrative review of predictive models and factors associated with their implementation in clinical practice
DOI: 10.17159/2309-8309/2024/v23n1a32026
Journal article
Coarse-to-Fine Open-Set Graph Node Classification with Large Language Models
DOI: 10.1609/aaai.v40i43.409962026
Conference Proceedings
Intrinsic Dimension, Degrees of Freedom, Odds and Uniformity: A Unified Perspective
DOI: 10.1007/978-3-032-06069-3_6
RECENT PROJECTS
2021
Research contracts (non-grants)
Machine Learning for Automated Generation of Validated Infra-Red Signature Models
2025
Research grants (ARC, NHMRC, MRFF)
Streamlining Antarctic Icebreaker Operations With Smart Sea Ice Mapping