Participatory Visualisation & Assessment of Risks: A Crowdsourcing Approach. The aim of this study is to develop and evaluate innovative interaction and visualisation approaches that allow the insurance sector to include social media and crowdsourced data in risk identification and assessment. This data, combined with traditional risk assessment information, offers time-critical insights into emerging hazards and threats. The study aims to deliver methods and tools to crowdsource data from contr ....Participatory Visualisation & Assessment of Risks: A Crowdsourcing Approach. The aim of this study is to develop and evaluate innovative interaction and visualisation approaches that allow the insurance sector to include social media and crowdsourced data in risk identification and assessment. This data, combined with traditional risk assessment information, offers time-critical insights into emerging hazards and threats. The study aims to deliver methods and tools to crowdsource data from contributors through sensing and active sharing, as well as novel interaction and visualisation approaches to aid in the analysis of the resulting data. The project intends to benefit both the insurers and the insured by making non-traditional data sources available for risk assessment and prevention.Read moreRead less
Attraction and retention: the role of mobility in educational pathways and human capital development. This project will examine the factors that attract and retain school leavers and tertiary graduates in cities, towns and rural areas of non-metropolitan Victoria. It will increase understanding of how spatial mobility shapes young people's transition through higher education to adulthood and guide regional development policy to enhance human capital.
Evaluating the effectiveness of fire safety programs in emergency services management. Measuring the effectiveness of fire safety programs is critical to minimising economic costs, optimising resource utilisation and mitigating risk to individuals of injury and death. This project will be the first study to develop a methodological framework that integrates geographical, statistical and temporal analyses for their evaluation.
An integrative and distributed data management and workflow framework for e-research in biomedical imaging. This project will develop new tools for neuroimaging research: (i) efficient distributed infrastructure and workflow capabilities and (ii) semantic tools using existing ontological frameworks and specific neuroimaging ontologies.
These new capabilities will significantly enhance the productivity of neuroimaging research.
Fostering digital participation through living labs in regional and rural Australian communities. This project aims to identify the specific digital needs and practices of residents in regional and rural Australia in the context of the implementation of high speed internet, including the National Broadband Network. It will identify new ways for enabling residents to develop their digital confidence and skills at home and in the community.
Robust Defences against Adversarial Machine Learning for UAV Systems. This project aims to investigate robust defences for Unmanned Aerial Vehicle (UAV) systems to protect them against adversarial Machine Learning (ML) attacks. This project expects to generate new knowledge in the area of cybersecurity using innovative approaches to safeguard UAV systems from attacks that exploit vulnerabilities in ML models. The expected outcomes of this project include improve techniques for understanding and ....Robust Defences against Adversarial Machine Learning for UAV Systems. This project aims to investigate robust defences for Unmanned Aerial Vehicle (UAV) systems to protect them against adversarial Machine Learning (ML) attacks. This project expects to generate new knowledge in the area of cybersecurity using innovative approaches to safeguard UAV systems from attacks that exploit vulnerabilities in ML models. The expected outcomes of this project include improve techniques for understanding and developing robust ML models and enhanced capacity to design secure UAV systems. This should provide significant benefits, such as improving the security of UAV technology and increasing the reliable use of UAVs for transport and logistics services to support urban and regional communities in Australia.Read moreRead less
Practical cyber security for next generation power transmission networks. Emerging technologies and increasing standardisation create new security risks for critical national infrastructure such as power transmission networks. This project will develop a new test facility for experimentation with substation configurations and use it to devise new principles for securing the next generation of electricity infrastructure.
Designing dendrimer-based lymphatic drug vectors as improved treatments for metastatic cancer. This project builds on areas of research strength in Australia (nanotechnology and biotechnology/biomaterials) and will add considerably to the expanding Australian expertise-base in dendrimer technology (in which it is a world leader). The project will advance the fundamental science base that underpins dendrimer design and has the potential to deliver substantial benefits in improved drug delivery an ....Designing dendrimer-based lymphatic drug vectors as improved treatments for metastatic cancer. This project builds on areas of research strength in Australia (nanotechnology and biotechnology/biomaterials) and will add considerably to the expanding Australian expertise-base in dendrimer technology (in which it is a world leader). The project will advance the fundamental science base that underpins dendrimer design and has the potential to deliver substantial benefits in improved drug delivery and therefore health outcomes for Australia. The interdisciplinary nature of this project will also result in a unique training program for the researchers involved. Such experience is in great demand in Australia where the developing biotechnology and nanotechnology industry is critically short of scientists with skills in drug delivery.Read moreRead less
Enhanced agency response strategies through modelling geo-temporal characteristics of emergency services calls. Understanding the timing and geographic distribution of emergency calls to agencies such as Fire, Police and Ambulance, is critical to improving emergency response and developing effective preventive strategies. In turn, improved response and prevention strategies can help save lives and minimise economic costs. This project uses advanced geographic and statistical methods to analyse f ....Enhanced agency response strategies through modelling geo-temporal characteristics of emergency services calls. Understanding the timing and geographic distribution of emergency calls to agencies such as Fire, Police and Ambulance, is critical to improving emergency response and developing effective preventive strategies. In turn, improved response and prevention strategies can help save lives and minimise economic costs. This project uses advanced geographic and statistical methods to analyse fire incidents and develop the evidence base necessary to inform effective response and prevention strategies. The project will critically assist emergency fire response, but will also provide a case study that can be adapted for other kinds of emergency response.Read moreRead less
Girls and Information Communication Technology (ICT) Career Pathways: Tackling the Upper Middle School 'Turn Off'. This project aims to develop strategic responses to factors associated with girls forming such negative perceptions of Information Communication Technology during their upper middle school years that they overwhelmingly reject Information Communication Technology as an option for advanced study and future careers. This project will contribute towards Australia's National Research Pr ....Girls and Information Communication Technology (ICT) Career Pathways: Tackling the Upper Middle School 'Turn Off'. This project aims to develop strategic responses to factors associated with girls forming such negative perceptions of Information Communication Technology during their upper middle school years that they overwhelmingly reject Information Communication Technology as an option for advanced study and future careers. This project will contribute towards Australia's National Research Priority 3 of building and transforming frontier technologies to maximize creative, technological capability by collaboratively developing a strategic model for responding to factors identified as 'turning girls off Information Communication Technology'.Read moreRead less