Cohort discovery and activity mining for policy impact prediction. Cohort discovery and activity mining for policy impact prediction. This project aims to develop an intelligent systematic framework to predict policy impacts on Australian patients, by discovering inherent patient cohorts and assessing the impact of the policies on these cohorts. The proposed methods lay the theoretical foundations for building intelligent automated tools for policy assessment. Expected outcomes are data-driven p ....Cohort discovery and activity mining for policy impact prediction. Cohort discovery and activity mining for policy impact prediction. This project aims to develop an intelligent systematic framework to predict policy impacts on Australian patients, by discovering inherent patient cohorts and assessing the impact of the policies on these cohorts. The proposed methods lay the theoretical foundations for building intelligent automated tools for policy assessment. Expected outcomes are data-driven patient group discovery, which could more precisely identify the patient cohorts most likely to benefit from a specific policy; and a model to predict the efficacy of policy options, which could increase the sustainability of the national health system by enabling smarter, more efficient policy decision-making.Read moreRead less
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
Salty gas: the ecological risk of saline effluents from coal seam gas and other hydrocarbon resources. The objective of this project is to predict the effect of saline water produced from coal and coal seam gas extraction activities on freshwater systems. The findings will assist decisions on whether to permit discharge of such waste water, and if permitted under what conditions (e.g. water quality criteria) so as to prevent environment damage.
Reactive flow through porous media by micro-imaging. Australia is embarking on the development of major gas fields offshore Western Australia. These developments are very costly and techniques to manage the risk in development are well sought after. This project assists in risk management of tertiary recovery methods and CO2 storage. Further, it can contribute significantly to the accurate forward modelling of storage of hazardous materials and pollution remediation strategies. The project could ....Reactive flow through porous media by micro-imaging. Australia is embarking on the development of major gas fields offshore Western Australia. These developments are very costly and techniques to manage the risk in development are well sought after. This project assists in risk management of tertiary recovery methods and CO2 storage. Further, it can contribute significantly to the accurate forward modelling of storage of hazardous materials and pollution remediation strategies. The project could shape important decisions in the future and impact on environmental risk assessment.Read moreRead less
Mathematics and computing for integrated stockyard-centric management of mining supply chains. Blended mineral products, such as coal and iron ore, make a strong contribution to Australia's economy. Blending occurs in stockpiles, so to realise product value, stockyard and supply chain operational plans must align with blend targets. This project will provide new mathematical and computational planning tools to maximise this value.
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE180100058
Funder
Australian Research Council
Funding Amount
$659,060.00
Summary
Unmanned aerial vehicle sensing and data discovery for a changing planet. This project aims to establish an earth systems monitoring facility, using unmanned aerial vehicles and world-leading sensor technology. It will have the capability to measure the natural and built environment at millimetre to centimetre scales and to monitor rapid changes. The ensuing data and interpretations will be useful for decision-making and policy development amongst government agencies and the agricultural, enviro ....Unmanned aerial vehicle sensing and data discovery for a changing planet. This project aims to establish an earth systems monitoring facility, using unmanned aerial vehicles and world-leading sensor technology. It will have the capability to measure the natural and built environment at millimetre to centimetre scales and to monitor rapid changes. The ensuing data and interpretations will be useful for decision-making and policy development amongst government agencies and the agricultural, environmental, civil infrastructure and mining industries.Read moreRead less
The big flood: will it happen again? If we could better predict the frequency of extreme flood events, would we be better prepared to safeguard human lives and settlements? This project provides a time-line of flood activity in the south east Queensland region extending back thousands of years using state-of-the-art dating techniques and seeks to identifiy those settlements most at risk.
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0561186
Funder
Australian Research Council
Funding Amount
$447,967.00
Summary
Surface Mechanical Property Analysis Facility. The aim of this proposal is to develop a facility for the mechanical properties analysis of material surfaces. The facility will enable an understanding of the performance of materials in a wide range of contact and abrasion situations and in very small volumes such as thin films and components of multiphase composites. The unique features of the proposed facility are that it is capable of analysis down to exceptionally low sub-micron length scale, ....Surface Mechanical Property Analysis Facility. The aim of this proposal is to develop a facility for the mechanical properties analysis of material surfaces. The facility will enable an understanding of the performance of materials in a wide range of contact and abrasion situations and in very small volumes such as thin films and components of multiphase composites. The unique features of the proposed facility are that it is capable of analysis down to exceptionally low sub-micron length scale, under multiple forms of loading and over a range of temperatures. It is applicable to the design of abrasion resistant materials, characterisation of very thin surface films for applications such as microelectronics and biomedical implants and design of advanced composites.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE140100023
Funder
Australian Research Council
Funding Amount
$360,000.00
Summary
Innovative isotopic techniques to study the response of soil and water resources to modern and past climate change. Innovative isotopic techniques to study the response of soil and water resources to modern and past climate change: The emergence of innovative isotopic tools has provided unprecedented opportunities to improve our understanding of the processes that shape the earth's resources and environment. The plasma-source mass spectrometer will be dedicated to applying these techniques to ea ....Innovative isotopic techniques to study the response of soil and water resources to modern and past climate change. Innovative isotopic techniques to study the response of soil and water resources to modern and past climate change: The emergence of innovative isotopic tools has provided unprecedented opportunities to improve our understanding of the processes that shape the earth's resources and environment. The plasma-source mass spectrometer will be dedicated to applying these techniques to earth surface processes, and establishing unique capabilities to decipher how soil and water resources respond to modern and past climate change in Australia.Read moreRead less
Interaction Mining for Cyberbullying Detection on Social Networks. This project plans to build an interactive mining system to detect cyberbullying on social networks that have a large number of participants and a variety of inputs, including conversation texts, time-variant changes and user profiles. The project is designed to change the existing cyberbullying prevention services from reactive keyword filtering to proactive social interaction pattern mining. The intended outcome will enable the ....Interaction Mining for Cyberbullying Detection on Social Networks. This project plans to build an interactive mining system to detect cyberbullying on social networks that have a large number of participants and a variety of inputs, including conversation texts, time-variant changes and user profiles. The project is designed to change the existing cyberbullying prevention services from reactive keyword filtering to proactive social interaction pattern mining. The intended outcome will enable the early detection and warning of cyberbullying and approach open a new way to discover interaction patterns with a large number of participants over evolving and complex social networks.Read moreRead less