Immersive Technologies for Rapid Metallic Tank Inspection and Repairs. Metal tank silos house some of the most dangerous chemicals, which erode the internal structure of the tank over time. It is critical to check the integrity of the tank to prevent disasters from occurring. NDE solutions uses a rapid motion scanner (RMS) to scan the interior surface of the container while it is still full of its storage material. It is the aim of this project to use Augmented Reality, to overlay the scan provi ....Immersive Technologies for Rapid Metallic Tank Inspection and Repairs. Metal tank silos house some of the most dangerous chemicals, which erode the internal structure of the tank over time. It is critical to check the integrity of the tank to prevent disasters from occurring. NDE solutions uses a rapid motion scanner (RMS) to scan the interior surface of the container while it is still full of its storage material. It is the aim of this project to use Augmented Reality, to overlay the scan provided by the RMS, onto the worker's view of the tank, control the robot via. hand gestures, and facilitate remote training/guidance. The result will allow for inspection workers to quickly and accurately the location of critical failures, without performing the hazardous procedures of internal tank inspection. Read moreRead less
A safety-preserving ecosystem for autonomous driving. In this project, Macquarie University will collaborate with UTS and SilverQuest to develop an innovative safety-preserving ecosystem for autonomous driving. This system will not only be adopted by SilverQuest’s customers (automotive companies) to secure their latest autonomous driving models, but also be commercialised as a toolset that can be plugged into existing autonomous vehicles to detect and prevent malicious attacks on autonomous driv ....A safety-preserving ecosystem for autonomous driving. In this project, Macquarie University will collaborate with UTS and SilverQuest to develop an innovative safety-preserving ecosystem for autonomous driving. This system will not only be adopted by SilverQuest’s customers (automotive companies) to secure their latest autonomous driving models, but also be commercialised as a toolset that can be plugged into existing autonomous vehicles to detect and prevent malicious attacks on autonomous driving models. The project will lead to two innovations: in theory design an attack detection and prevention ecosystem for autonomous driving and in application implement a safety analysis toolset for industry-scale autonomous systems.Read moreRead less
Building an integrated system for Australian bushfire prevention. Building an integrated system for Australian bushfire prevention. This project aims to develop a comprehensive approach to prevent arson. Bushfires are a serious issue in Australia, made worse by climate change; since most of these fires are started by people, it is important to prevent arson. Building on previous work, this project intends to improve community responses, and build a model to predict risk and improve data sharing. ....Building an integrated system for Australian bushfire prevention. Building an integrated system for Australian bushfire prevention. This project aims to develop a comprehensive approach to prevent arson. Bushfires are a serious issue in Australia, made worse by climate change; since most of these fires are started by people, it is important to prevent arson. Building on previous work, this project intends to improve community responses, and build a model to predict risk and improve data sharing. The intended outcome is an all-risks approach to arson prevention and community engagement. This research should reduce the incidence of arson in Australia, and also be useful overseas.Read moreRead less
Transfer Learning for Genome Analysis and Personalised Recommendation. This project aims to improve the accuracy, adaptability, and comprehensiveness of health characteristic predictions and provide personalised recommendations for healthcare service and disease prevention. The deliverables include uncertainty learning and multi-source transfer learning methodologies for predictions based on genome analysis that distils and transfers useful knowledge from multiple sources into an Australian geno ....Transfer Learning for Genome Analysis and Personalised Recommendation. This project aims to improve the accuracy, adaptability, and comprehensiveness of health characteristic predictions and provide personalised recommendations for healthcare service and disease prevention. The deliverables include uncertainty learning and multi-source transfer learning methodologies for predictions based on genome analysis that distils and transfers useful knowledge from multiple sources into an Australian genome analysis model. A federated cross-domain recommender system will be developed to profile individuals and generate personalised recommendations. The outcomes are expected to create a paradigm shift in learning-based prediction and personalised recommendations to support healthcare services in complex environments. Read moreRead less
Missing girls: From childhood runaways to criminalised women. This study examines the link between girls declared ‘missing’ and their trajectory into the criminal justice system, expanding the Australian knowledge base along with providing a clear, tangible practice framework to prevent the drift into youth and adult criminal justice systems. By addressing concerns of practitioners and policy makers this significant research increases the visibility of a marginalised groups, exploring individual ....Missing girls: From childhood runaways to criminalised women. This study examines the link between girls declared ‘missing’ and their trajectory into the criminal justice system, expanding the Australian knowledge base along with providing a clear, tangible practice framework to prevent the drift into youth and adult criminal justice systems. By addressing concerns of practitioners and policy makers this significant research increases the visibility of a marginalised groups, exploring individual and systemic impacts of missing girls entering the criminal justice and welfare systems. Findings of this research will detail opportunities for early intervention for service providers in addition to rich empirical data to better inform policy makers and service developers targeting at risk young people. Read moreRead less
Indigenous Justice Reports: new narratives and practices in sentencing. This project engages a participatory action research model to assess the impact of Indigenous Justice Reports in criminal sentencing on sentence practices and outcomes for Indigenous women. It introduces Indigenous Reports for Indigenous women in Victorian Koori Courts and expands their availability in Queensland Murri Courts. Its comparative research approach identifies how place-based factors influence the process and impa ....Indigenous Justice Reports: new narratives and practices in sentencing. This project engages a participatory action research model to assess the impact of Indigenous Justice Reports in criminal sentencing on sentence practices and outcomes for Indigenous women. It introduces Indigenous Reports for Indigenous women in Victorian Koori Courts and expands their availability in Queensland Murri Courts. Its comparative research approach identifies how place-based factors influence the process and impact of Indigenous Reports on sentencing. This project seeks to improve sentencing processes and outcomes for Indigenous defendants by providing courts with reports that address personal and community circumstances of Indigenous women, provide relevant sentencing options and are accompanied with appropriate supports.Read moreRead less
Examining multi-level Information Technology (IT) project alignment in government services: the case of contracted employment services. Improved Information Technology (IT) alignment is essential for the delivery of government services within a complex public-private, inter-organisational environment. This project will investigate the extent to which well-aligned IT support systems contribute positively to the efficient and effective delivery of contracted employment services.
Reducing young women’s offending through improved service delivery . Young women’s contact with justice and welfare agencies has increased rapidly across Australia and the world, creating a crisis that is costly and harmful, especially for young Indigenous women. Pathways into these systems are gendered; but the systems were designed to address the needs of young male offenders. This project therefore aims to discover how these systems could be better designed to improve outcomes for young women ....Reducing young women’s offending through improved service delivery . Young women’s contact with justice and welfare agencies has increased rapidly across Australia and the world, creating a crisis that is costly and harmful, especially for young Indigenous women. Pathways into these systems are gendered; but the systems were designed to address the needs of young male offenders. This project therefore aims to discover how these systems could be better designed to improve outcomes for young women. The project uses a novel approach that gives young women a voice in how five Anglicare end-users (the research partners) and other end-users can enhance their service provision in the welfare and justice sectors and become models of best practice.Read moreRead less
Rebuilding Life After Migration for Young Refugees and Migrants . This project aims to provide a comprehensive understanding of refugee and migrant youth settlement experiences and its impact on psychological wellbeing and the role of support services. It will focus on the policies and practices that shape the settlement experiences of refugee and migrant youth which promote their psychological wellbeing. The study will provide settlement sectors and service providers with crucial new knowledge ....Rebuilding Life After Migration for Young Refugees and Migrants . This project aims to provide a comprehensive understanding of refugee and migrant youth settlement experiences and its impact on psychological wellbeing and the role of support services. It will focus on the policies and practices that shape the settlement experiences of refugee and migrant youth which promote their psychological wellbeing. The study will provide settlement sectors and service providers with crucial new knowledge of how settlement policies and practices can foster refugee and migrant psychological wellbeing. Outcomes of this project will include the development of research-based guides to good policy and practice in settlement services to improve psychological wellbeing outcomes for immigrant communities.Read moreRead less
When caring ends: Understanding and supporting informal care trajectories. This project aims to advance understandings of how, why, when, and for whom caring ends, including the socio-cultural and relational factors that shape experiences before, during, and after caring. Using an innovative, multi-method sociological approach, and foregrounding carers’ voices, this project expects to generate new knowledge on the meaning and experience of care and caring. This project is significant in bringing ....When caring ends: Understanding and supporting informal care trajectories. This project aims to advance understandings of how, why, when, and for whom caring ends, including the socio-cultural and relational factors that shape experiences before, during, and after caring. Using an innovative, multi-method sociological approach, and foregrounding carers’ voices, this project expects to generate new knowledge on the meaning and experience of care and caring. This project is significant in bringing together leading researchers and key carer-focused organisations, spanning service sectors and moving across care relationships, life stages and contexts. Expected outcomes include enhanced service capacity with tangible policy and practice benefits that will enable sustainable and fulfilling informal caring experiences.Read moreRead less