Dr Liuhua Peng
Senior Lecturer in Statistics
School of Mathematics and Statistics
36 Scholarly works
7 Projects
HIGHLIGHTS
2026
Journal article
Conformalized robust principal component analysis
DOI: 10.1007/s11222-026-10940-72026
Journal article
Regularized maximum mean discrepancy for variable importance measure
DOI: 10.1007/s11222-026-10927-42026
Journal article
Enhanced Localized Conformal Prediction with Imperfect Auxiliary Information
DOI: 10.1080/01621459.2026.26878442026
Journal article
Unified Attention Recurrent Neural Network for Bias Correction of MJO Prediction
DOI: 10.1029/2025MS0053592025
Research grants (other domestic)
Optimising Predictive Analytics for Water Consumption Across Time and Space
2025
Research grants (ARC, NHMRC, MRFF)
Optimising Predictive Analytics for Water Consumption Across Time and Space
2023
Research Contracts
Continuous Monitoring of Sheep Shearers for Injury Prevention and Productivity Improvement
RECENT SCHOLARLY WORKS
2026
Journal article
Time-varying tails and the tail risk premium
DOI: 10.1016/j.econmod.2026.1075512026
Journal article
Modelling microplastic fibre emissions from synthetic textiles: An Australian case
DOI: 10.1016/j.jhazmat.2025.1407132026
Journal article
Quantifying Manual Adjustment of Foot Placement Under a Fixed Robotic Trajectory in Lower Limb Exoskeletons
DOI: 10.1109/THMS.2025.36343772026
Journal article
Kernel Variable Importance Measure with Applications
DOI: 10.1080/10618600.2026.26547702026
Journal article
Adapformer: Adaptive channel management for multivariate time series forecasting
DOI: 10.1016/j.neunet.2025.1079882025
Journal article
Multiple Sclerosis Classification Using the Local Divergence Exponent: Parameters Selection for State-Space Reconstruction
DOI: 10.3390/s25092819
RECENT PROJECTS
2025
Research grants (ARC, NHMRC, MRFF)
Optimising Predictive Analytics for Water Consumption Across Time and Space
2026
Research grants (other domestic)
Artificial Intelligence-Driven, Context-Aware Wearables for Falls Prevention in the Real World