NPS Australia Submission System
Digital Financial Inclusion for Resilient Digital Ecosystems in Fiji and the Pacific Islands

The research contributes by systematically identifying and synthesising the dual role of emerging technologies, specifically human -centric artificial intelligence (AI) and decentralised digital digital systems, in shaping financial inclusion outcomes. It demonstrates how these technologies simultaneously act as enablers of access and efficiency, while also introducing new barriers related to digital literacy, transparency and trust.

A Multi-Objective Genetic Algorithm-Based Approach for Explainable Healthcare Fraud Detection

• A MOGA-based framework is proposed for healthcare
fraud detection, which simultaneously optimizes classifi
cation performance and feature subset size.
• The framework integrates LIME to enable instance-level
interpretability, facilitating a deeper understanding of
model predictions.
• A comprehensive comparative analysis is conducted to
evaluate model performance and interpretability before
and after feature selection.

Test

Test