XAMI Lab @QUT
Supporting Human-Machine Collaboration and Co-evolution by Explainable Analytics for Machine Intelligence
Explainable Predictive Process Analytics
Reveal the reasoning behind business process predictions to enhance trust and provide actionable insights for organisations.
Probabilistic & Causal Models for Responsible AI
Develop transparent AI with counterfactual explanations to make complex statistical models understandable to humans.
Persuasive Models for Explainable AI
Create narrative-based explanations to transform technical AI outputs into compelling, trustworthy information.
Explainable Medical Diagnostic Systems
Build intuitive interfaces to translate AI-powered diagnoses into actionable insights for clinical decision-making.