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Privacy-preserving cloud data mining-as-a-service. This project aims to explore practical privacy-preserving solutions for cloud data mining-as-a-service based on the Intel Software Guard Extensions (SGX) technology. The research addresses privacy concerns of users when outsourcing data mining needs to the cloud. These concerns have increased as more businesses evaluate data mining-as-an outsourced service due to lack of expertise or computation resources. The expected outcomes from the research ....Privacy-preserving cloud data mining-as-a-service. This project aims to explore practical privacy-preserving solutions for cloud data mining-as-a-service based on the Intel Software Guard Extensions (SGX) technology. The research addresses privacy concerns of users when outsourcing data mining needs to the cloud. These concerns have increased as more businesses evaluate data mining-as-an outsourced service due to lack of expertise or computation resources. The expected outcomes from the research will include new data privacy models, new privacy-preserving data mining algorithms, and a prototype of cloud data mining software. These will help businesses cut costs for data mining and privacy protection, and provide significant benefits toward helping Australia achieve its national cyber security strategy and potentially provide economic impact from commercialisation of new software technology for the industry partner.Read moreRead less
Establishing advanced networks for air quality sensing and analyses. Establishing advanced networks for air quality sensing and analyses. This project aims to develop innovative, cost-effective, high resolution air quality networks. Recent developments in sensor technologies improve the ability to harvest atmospheric data. This project will develop, validate and implement methods for high sensitivity atmospheric sensing and apply cutting-edge statistical and analytic techniques to the data sets, ....Establishing advanced networks for air quality sensing and analyses. Establishing advanced networks for air quality sensing and analyses. This project aims to develop innovative, cost-effective, high resolution air quality networks. Recent developments in sensor technologies improve the ability to harvest atmospheric data. This project will develop, validate and implement methods for high sensitivity atmospheric sensing and apply cutting-edge statistical and analytic techniques to the data sets, unprecedented in scope and resolution. Outcomes include an open access database to quantify and visualise intra-urban air pollution and human exposure and develop air quality maps and smoke pollution management tools. It is expected to advance the evidence-based management of air as a resource, increasing economic prosperity and enhancing human health and quality of life.Read moreRead less
Nanoporous siloxane membranes for ultrasound mediated ophthalmic drug delivery. This project will develop tailored polymers for use in a novel non-invasive ocular drug delivery device which treats vision threatening conditions such as age-related macular degeneration (AMD). The outcomes of this project will enable an entirely new ocular drug delivery technology, thereby delivering significant benefit to ophthalmic healthcare.
The impact of insecure residency on adaptation of refugees in Australia. The impact of insecure residency on adaptation of refugees in Australia. This project will conduct a longitudinal investigation of the psychosocial adaptation of refugees with insecure and secure residency over a period of three years. This project will identify longitudinal trajectories of adaptation in refugees with insecure and secure residency, investigate flashpoints where refugees’ psychological adaptation deteriorate ....The impact of insecure residency on adaptation of refugees in Australia. The impact of insecure residency on adaptation of refugees in Australia. This project will conduct a longitudinal investigation of the psychosocial adaptation of refugees with insecure and secure residency over a period of three years. This project will identify longitudinal trajectories of adaptation in refugees with insecure and secure residency, investigate flashpoints where refugees’ psychological adaptation deteriorates or improves, and investigate psychological mechanisms underpinning adaptation pathways. Findings could significantly advance knowledge about the adaptation of refugees and help refugees to make a positive social and economic contribution to Australia.Read moreRead less
A hybrid multi-agent technique for shop floor control. The new knowledge and techniques, as a result of this research project, will have direct relevance to many Australian industries. In particular, they provide opportunities to improve Australia's competitiveness through innovations for the manufacturing sector. The project will enable the development of the state-of-the-art simulation software readily accessible to a larger section of industry, including small to medium sized manufacturers. T ....A hybrid multi-agent technique for shop floor control. The new knowledge and techniques, as a result of this research project, will have direct relevance to many Australian industries. In particular, they provide opportunities to improve Australia's competitiveness through innovations for the manufacturing sector. The project will enable the development of the state-of-the-art simulation software readily accessible to a larger section of industry, including small to medium sized manufacturers. The use of meta-modelling will improve control of processes on the shop floor. Combining process meta-models with hybrid discrete event-based agent optimisation will result in increased shop floor efficiency, assisting Australian industry to be competitive in the world market.Read moreRead less
Novel concepts to engineer low cost blood diagnostics. Novel concepts to engineer low cost blood diagnostics. This project aims to deliver the next generation of on-paper blood diagnostics: cheap, fast, easy to use, reliable, specific and robust. Transformational methods in on-paper and thread-based diagnostics could make indirect and weak blood typing possible. This project expects on-paper testing for fibrinogen to assess clotting capability could revolutionise treatment of massive blood loss. ....Novel concepts to engineer low cost blood diagnostics. Novel concepts to engineer low cost blood diagnostics. This project aims to deliver the next generation of on-paper blood diagnostics: cheap, fast, easy to use, reliable, specific and robust. Transformational methods in on-paper and thread-based diagnostics could make indirect and weak blood typing possible. This project expects on-paper testing for fibrinogen to assess clotting capability could revolutionise treatment of massive blood loss. Expected results of this project are a new class of on-paper and thread-based diagnostic tests with enhanced sensitivity, readability and lower cost, which could significantly affect trauma, rural medicine and developing nations.Read moreRead less
Stabilisation of Titania Pigment Slurries During Processing. This project aims to improve the stabilisation properties of titania pigment slurries during production. Current polyphosphate dispersants used by Tiwest are unstable under processing conditions. Tailored, robust dispersing reagents will therefore be investigated in order to provide improved stabilisation of pigments during processing. Enhanced understanding of the dispersing reagents interaction with the titania pigment surface and th ....Stabilisation of Titania Pigment Slurries During Processing. This project aims to improve the stabilisation properties of titania pigment slurries during production. Current polyphosphate dispersants used by Tiwest are unstable under processing conditions. Tailored, robust dispersing reagents will therefore be investigated in order to provide improved stabilisation of pigments during processing. Enhanced understanding of the dispersing reagents interaction with the titania pigment surface and the subsequent stability of the pigment will allow advances in processing and consequently improved final products. The potential growth in market share, by improved product performance, is in excess of $50M pa.Read moreRead less
The measurement and prediction of police interviewing performance and the dissemination of good practice through a distributive workplace learning system. This research aims to develop the first ever standardised measures of police interviewers' performance, focusing on interviews about sexual offences. Standardised measures are essential for quality control evaluation, identifying training needs, assigning workload, predicting case outcome and benchmarking organisation capabilities. By improvin ....The measurement and prediction of police interviewing performance and the dissemination of good practice through a distributive workplace learning system. This research aims to develop the first ever standardised measures of police interviewers' performance, focusing on interviews about sexual offences. Standardised measures are essential for quality control evaluation, identifying training needs, assigning workload, predicting case outcome and benchmarking organisation capabilities. By improving the quality of police interviews about sexual offences, this research will improve the reporting, prosecution and conviction rates of sexual offences, which will have a deterrent effect on potential offenders. Further, this research will reduce the stress of witnesses and suspects involved in the legal process and reduce burnout of police interviewers by increasing competency and job satisfaction.Read moreRead less
Variable Geometry Cooling Intakes for Passenger Vehicles. Cars reject engine heat via air forced through the grille, radiator and engine bay. The associated "cooling drag" increases total aerodynamic drag by 10-15% hence increasing fuel consumption. The highest heat load that needs to be rejected by the engine determines the quantity of cooling air, resulting in systems that are over designed for typical driving. This research provides a strategy of adjusting the cooling airflow to match the ....Variable Geometry Cooling Intakes for Passenger Vehicles. Cars reject engine heat via air forced through the grille, radiator and engine bay. The associated "cooling drag" increases total aerodynamic drag by 10-15% hence increasing fuel consumption. The highest heat load that needs to be rejected by the engine determines the quantity of cooling air, resulting in systems that are over designed for typical driving. This research provides a strategy of adjusting the cooling airflow to match the engine requirements (via variable geometry intakes that can be under the control of the engine management computer) offering substantial reductions in fuel consumption and emissions.Read moreRead less
Restoration of Sydney's key habitat forming seaweed forests. Restoration of Sydney's key habitat forming seaweed forests. This project aims to restore a key habitat forming-seaweed and its ecosystem, by integrating experimental ecology, population genetics, eco-engineering and restoration ecology. Habitat degradation causes worldwide loss of biodiversity and ecosystem function, increasingly needing active restoration of ecosystems. However, restoration efforts often lack the critical ecological ....Restoration of Sydney's key habitat forming seaweed forests. Restoration of Sydney's key habitat forming seaweed forests. This project aims to restore a key habitat forming-seaweed and its ecosystem, by integrating experimental ecology, population genetics, eco-engineering and restoration ecology. Habitat degradation causes worldwide loss of biodiversity and ecosystem function, increasingly needing active restoration of ecosystems. However, restoration efforts often lack the critical ecological understanding for success, largely ignore major habitats, and in marine systems rarely happen at the scale of the degradation. This innovative approach, could be adopted globally to restore these crucial marine habitats. Anticipated outcomes are the re-establishment of commercially harvestable resources and new tools for active conservation of critical marine habitats.Read moreRead less