Machine learning
Alternative labels
Neural network modelling
Artificial neural networks
Deep learning
Large language model (LLM)
Report
Generative AI: language models and multimodal foundation models
Prepared for the Australian Chief Scientist, this report explores the risks and opportunities associated with generative artificial intelligence.
Report
Machine learning analysis of risk factors for progression from suicide ideation to suicide-related behaviours in contemporary Australian Defence Force members
This research paper examines changes over time in suicidality in a sample of serving and ex-serving Australian Defence Force (ADF) personnel.
Technical report
Evaluating machine learning for projecting completion rates for VET programs
This paper summarises exploratory analysis undertaken to evaluate the effectiveness of using machine learning approaches to calculate projected completion rates for vocational education and training (VET) programs, and compares this with the current approach used at the National Centre for Vocational Education Research (NCVER) — Markov chains methodology.
Report
Advancing child sexual abuse investigations using biometrics and social network analysis
This paper demonstrates how biometric features can be extracted from people in child sexual abuse material (CSAM) and examines using social network analysis to reveal important patterns across seized media files.
Report
Linking scholarly articles to SDGs: an automated approach
This paper proposes methodological approaches to automatically categorise journal articles into one or more Sustainable Development Goals (SDGs). The authors collaborate with Swinburne University of Technology researchers to collect a set of sustainable development articles with topics covering all SDGs.