Machine learning
Alternative labels
Neural network modelling
Artificial neural networks
Deep learning
Large language model (LLM)
Journal article
Machine learning models for identifying pre-frailty in community dwelling older adults
The results of this study indicate that machine learning methods are well suited for predicting pre-frailty, and indicate a range of factors that may be useful to include in targeted health assessments to identify pre-frailty in middle aged and older adults.
Report
Incentives to invest in identifiers: a cost-benefit analysis of persistent identifiers in Australian research systems
Persistent identifiers (PIDs) are unique alpha-numeric codes that positively identify entities such as people, places and things. This report sets out the benefits of PIDs primarily through the lens of metadata reuse.
Report
Facial recognition technology: towards a model law
This report responds to growing calls for reform around the use of facial recognition technology from leading voices in civil society, the private sector, government and academic experts. It outlines a model law to regulate the development and use of FRT in order to protect against harmful uses of facial recognition, while also fostering innovation...
Report
Accountability and justice: why we need a Royal Commission into Robodebt
The Income Compliance Program impacted hundreds of thousands of people and, for many, resulted in devastating emotional and psychological harm. It has undermined many people's financial security, as well as their willingness to engage with and trust government services. This inquiry report recommends that the Australian government establish a Royal Commission into the program.
Report
Towards just and resilient supply chains for a digital CBD
Just and resilient supply chains are fundamental to the development of a digital CBD. In order to build digital cities, digital supply chains need to be built first. This report examines the challenges and opportunities through web3 technology to build more resilient, secure and just supply chains.