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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.