Data as a Service Architecture

About the Project Applications are now open and close on the 6th October 2022. Apply Now.  This project aims to develop a novel system for making efficient and effective queries and recommendations based on multi-source data from partner, the Queensland Police Service...

Community Attitude to Law Enforcement Data

About the Project As more surveillance data is gathered about citizens, and AI expands in its ability to process and extract intelligence from these data, some essential values of society, such as privacy and agency, are at risk. In collaboration with the Queensland...

Advancing Deep Neural Network Reliability During Dataset Shift

About the Project Deep neural networks (DNNs) are limited in their capacity to safely assist scientific discovery and decision making until a particular pitfall is addressed. While DNNs succeed in exploiting non-linear patterns in very large and high-dimensional...

Interpretable AI-Theory and Practice

About the Project A major bottleneck for enterprises adopting AI is the difficulty in applying and interpreting the correct method for a given problem. This project will survey available interpretable methods in AI and communicate best practices in both lay and...