New high-performance iterative error correction codes. This project develops new error correction codes to underpin the success of next-generation communications technologies. The nature of the project presents significant potential for project outcomes to be beneficial to the Australian telecommunications industry in a wide range of application areas from optical communication to digital broadcasting.
Adapting Deep Learning for Real-world Medical Image Datasets. The project aims to investigate new deep learning modelling approaches to leverage real-world large-scale image data sets that contain noisy and incomplete labels and imbalanced class prevalence – to enable the use of these data sets for modelling deep learning classifiers. Expected outcomes include an innovative method for modelling deep learning classifiers. The research will involve new inter-disciplinary and international collabor ....Adapting Deep Learning for Real-world Medical Image Datasets. The project aims to investigate new deep learning modelling approaches to leverage real-world large-scale image data sets that contain noisy and incomplete labels and imbalanced class prevalence – to enable the use of these data sets for modelling deep learning classifiers. Expected outcomes include an innovative method for modelling deep learning classifiers. The research will involve new inter-disciplinary and international collaborations with machine learning and medical image analysis research institutions. This should provide significant benefits, such as better understanding of deep learning theory, new deep learning applications that can use previously unexplored data sets, and training for the future Australian workforce.Read moreRead less
How is information organised in the mind? Learning structured mental representations from data. One of the biggest questions in psychology is to understand the principles that the mind uses to organise information. This project is both a search for these underlying psychological laws, and an attempt to develop new statistical technologies and mathematical tools that can be used to organise information in applied settings.
Efficient Management of Things for the Future World Wide Web. The future World Wide Web will connect billions of physical objects, which will offer exciting capabilities to change the world and improve the quality of human lives, just as what the Web has done in the past 20 years. Effectively and efficiently managing things is one inevitable challenge in this new era and is much more complicated than managing traditional Web documents. This project aims to focus on this key problem and develop n ....Efficient Management of Things for the Future World Wide Web. The future World Wide Web will connect billions of physical objects, which will offer exciting capabilities to change the world and improve the quality of human lives, just as what the Web has done in the past 20 years. Effectively and efficiently managing things is one inevitable challenge in this new era and is much more complicated than managing traditional Web documents. This project aims to focus on this key problem and develop novel techniques for linking resource-constrained things to the Web, searching them using a new search engine, as well as discovering latent relationships among things for advanced management tasks such as things recommendation and composition.Read moreRead less
Multi-modal virtual microscopy for quantitative diagnostic pathology. This project will contribute to the next generation of virtual microscopy systems that provide innovative features capable of significantly increasing the adoption of digital imaging technology throughout the field of diagnostic pathology. These tools will especially contribute to the screening and diagnosis of cervical, lung and bladder cancer.
Building child health through maternal wellbeing. Chronic diseases partly originate in the health & social circumstances of previous generations, during pregnancy, and in conditions during infancy and childhood. This project will draw from three community studies the researcher established to investigate how aspects of women's health affect their children's health and identify new opportunities for disease prevention.
Realising socio-economic rights: law and the politics of access to public services in Indonesia. This project seeks to identify the conditions under which justiciable legal frameworks or socio-economic rights are effective in promoting realisation of these rights in developing countries. The empirical focus is on Indonesia during the post-Suharto era and rights related to free basic education, water, and free health care for the poor.
From Baskets to Boomerangs: Knowledges, Lifeways and Colonial Legacies. This project aims to transform our understanding of Australian Aboriginal lifeways by undertaking a comprehensive study of objects made from fibre and wood, from iconic boomerangs through to woven basketry. Although crucial to toolkits for millennia, systematic research about plant-based technologies has been limited, even though knowledge about their creation has been passed down across generations. This project, initiated ....From Baskets to Boomerangs: Knowledges, Lifeways and Colonial Legacies. This project aims to transform our understanding of Australian Aboriginal lifeways by undertaking a comprehensive study of objects made from fibre and wood, from iconic boomerangs through to woven basketry. Although crucial to toolkits for millennia, systematic research about plant-based technologies has been limited, even though knowledge about their creation has been passed down across generations. This project, initiated by River Murray Traditional Owners, will employ innovative archaeological science techniques, explore colonial legacies and use creative engagement methods to provide new insights into the diversity of Aboriginal experiences and connect Traditional Owners with their material cultural heritage housed in museums.Read moreRead less
Indigenous Living-Legacy Archives: Memory Story Innovations for our Time. This project aims to investigate Indigenous community and colonial archives as powerful sites of social and cultural memory, and creative intervention. These sites can locate, repatriate, and transform fundamental narratives of history and collective memory to reassert and determine Indigenous voice and agency. This work partners with peak Indigenous arts and archive networks to demonstrate the value of Indigenous living-l ....Indigenous Living-Legacy Archives: Memory Story Innovations for our Time. This project aims to investigate Indigenous community and colonial archives as powerful sites of social and cultural memory, and creative intervention. These sites can locate, repatriate, and transform fundamental narratives of history and collective memory to reassert and determine Indigenous voice and agency. This work partners with peak Indigenous arts and archive networks to demonstrate the value of Indigenous living-legacy archive innovations and initiatives for cultural preservation and renewal, through unique community-led modes of storytelling. It benefits community wellbeing and healing through self-determined knowledge production and memory stories of local and global impact, and truth-telling legacy work for future generations.Read moreRead less
Defining and controlling seawater intrusion in threatened coastal aquifers. This project aims to improve knowledge of coastal aquifer processes and management practices in order to increase the security of highly vulnerable freshwater. In particular, it aims to address critical barriers to the regional-scale investigation of coastal aquifers, including island lenses – the most vulnerable freshwater resources on earth. Threats to coastal aquifers are intensifying globally, and key knowledge gaps ....Defining and controlling seawater intrusion in threatened coastal aquifers. This project aims to improve knowledge of coastal aquifer processes and management practices in order to increase the security of highly vulnerable freshwater. In particular, it aims to address critical barriers to the regional-scale investigation of coastal aquifers, including island lenses – the most vulnerable freshwater resources on earth. Threats to coastal aquifers are intensifying globally, and key knowledge gaps prevail in our current understanding and representation of transient, regional-scale seawater intrusion. The project plans to use coastal aquifer case studies from Australia and overseas to evaluate seawater intrusion reversibility, intermittent pumping effects, offshore aquifer processes, and management approaches. The project may improve coastal aquifer practices globally by unravelling the driving forces of transient seawater intrusion and developing new seawater intrusion models.Read moreRead less