Research projects & supervision summary

I supervise projects related to :

  • Optimisation for Explainable ML (XAI) 
  • Responsible AI Algorithms in High-Stakes Decisions
  • Robust Decision Support in Dynamic/Competitive Settings
  • Large Language Models (LLMs) for Sustainability Analytics

 

I successfully supervised 4 PhD candidates to completion in: NLP for constructing mental models and serious-discussion platforms, Analyctis for supply-chain network disruptions and resilience, Optimisation for bushfire fuel-load management, Agent-based modelling of organisational knowledge transfer.

 
 
 

RESEARCH PROJECTS & ACTIVITIES

  • RESEARCH-BASED DEGREE SUPERVISION
    Causal Insight from Predictive Models: Explainable AI for Climate Adaptation
  • RESEARCH-BASED DEGREE SUPERVISION
    Context-Aware Vector Quantization in Recommendation System
  • RESEARCH-BASED DEGREE SUPERVISION
    Project 2: SunRice PhD Project 2 - Using Data Science and Digital Twin technology on Development of An Integrated Geospatial Rice Production Decision Support System