Efficient structure search over large graphs. The project aims to develop advanced search technology to support large-scale graph applications. The success of the project not only brings a breakthrough in technology development but also provides training for high quality personnel in this important and growing area, and brings considerable economic and social benefits to Australia.
Making Ethics Work: A New Model for Business and Professional Ethics. Sound ethical practice is fundamental to long-term business success and organizational well-being. In developing a new framework for applied ethics, this project will enhance understanding of the foundations of ethics in business, organizational and professional contexts, as well as enabling improved ethical practice in those domains. As such, it will assist in strengthening Australia's social and cultural fabric, in promoting ....Making Ethics Work: A New Model for Business and Professional Ethics. Sound ethical practice is fundamental to long-term business success and organizational well-being. In developing a new framework for applied ethics, this project will enhance understanding of the foundations of ethics in business, organizational and professional contexts, as well as enabling improved ethical practice in those domains. As such, it will assist in strengthening Australia's social and cultural fabric, in promoting the conditions that facilitate innovation and creativity, in developing leadership capacities and organisational structures, and in supporting Australian business and industry through promoting greater ethical awareness and expertise.Read moreRead less
Modelling and estimation methods for discrete multi-dimensional systems. Multi-dimensional signal processing plays a role in a variety of application areas, ranging from remote sensing for environmental monitoring and geological mapping, to medical imaging and the automatic control of industrial processes. The success of the project will provide mathematical tools for the advancement of the state-of-the-art in these broad areas.
Inequality and economic growth. This project aims to identify forces driving inequality. Piketty’s influential book, Capital in the 21st Century, stimulated research on inequality to address the increased public concern about inequality and its side-effects such as reduced growth. Piketty proposes three laws that explain and predict inequality paths over time, but there is no empirical evidence or theoretical foundations for these laws. This project will examine Piketty’s laws and investigate fa ....Inequality and economic growth. This project aims to identify forces driving inequality. Piketty’s influential book, Capital in the 21st Century, stimulated research on inequality to address the increased public concern about inequality and its side-effects such as reduced growth. Piketty proposes three laws that explain and predict inequality paths over time, but there is no empirical evidence or theoretical foundations for these laws. This project will examine Piketty’s laws and investigate factors that shape inequality and its relation to growth. This knowledge should enable Australian governments to reduce inequality and benefit economic growth, thereby reducing disadvantage and building stronger, more resilient communities.Read moreRead less
Performance evaluation and characterisation for filtering in multi-object system. The project falls within the National Research Priority of 'Safeguarding Australia' and associated research priority goal of 'Transforming Defence Technology'. The project outcomes will provide cutting edge technology in surveillance, and monitoring of potential threat in our air, sea, and land space. Fast, reliable information enable our personnel to make timely, intelligent judgements, and appropriate responses i ....Performance evaluation and characterisation for filtering in multi-object system. The project falls within the National Research Priority of 'Safeguarding Australia' and associated research priority goal of 'Transforming Defence Technology'. The project outcomes will provide cutting edge technology in surveillance, and monitoring of potential threat in our air, sea, and land space. Fast, reliable information enable our personnel to make timely, intelligent judgements, and appropriate responses in the event of a threat, thereby maintaining Australia's operational advantage. Other application areas that benefits from our research include radar, sonar, guidance, navigation, air traffic control, image processing, oceanography, autonomous vehicles and robotics, remote sensing, and biomedical research.
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Modelling health: Reporting behaviour and misclassification using survey data. Empirical models based on large scale survey data sets are used by health economists to inform policymakers. However, in the case of sensitive topics, a potential for survey misreporting may lead to inaccurate estimates of aberrant behaviours. To date, little work has been done analysing the extent and consequences of inaccurate reporting, especially within health economics. By addressing areas where potential for mis ....Modelling health: Reporting behaviour and misclassification using survey data. Empirical models based on large scale survey data sets are used by health economists to inform policymakers. However, in the case of sensitive topics, a potential for survey misreporting may lead to inaccurate estimates of aberrant behaviours. To date, little work has been done analysing the extent and consequences of inaccurate reporting, especially within health economics. By addressing areas where potential for misinformation is high, the overall quality of results will be enhanced. This research will be submitted to highly ranked health economics and econometrics journals to be made available to relevant policymakers intent on ensuring a healthy society.Read moreRead less
Storage and the Hotelling Valuation Principle: Understanding the Dynamics of the Oil Industry. Understanding the economics of the oil market is important for understanding the shift toward smaller, more fuel-efficient motor vehicles and less fuel-intensive farming techniques. A better understanding of fundamental oil price processes will lead to more accurate oil price forecasting and hence more accurate pricing of oil derivatives (options, futures and swaps) and improved risk management (e.g. ....Storage and the Hotelling Valuation Principle: Understanding the Dynamics of the Oil Industry. Understanding the economics of the oil market is important for understanding the shift toward smaller, more fuel-efficient motor vehicles and less fuel-intensive farming techniques. A better understanding of fundamental oil price processes will lead to more accurate oil price forecasting and hence more accurate pricing of oil derivatives (options, futures and swaps) and improved risk management (e.g. airlines hedging the cost of their jet fuel needs). Read moreRead less
“Beacons in the Night” unveiling how galaxies light up dark matter. How dark matter influences the formation and evolution of galaxies is to this day an outstanding question in astrophysics. To answer it, world-class facilities and a unique combination of observations and theory are required. This DP team, a world-class team of observers and theorists, will tackle this question by leveraging on two multi-million dollar projects: the MAGPI galaxy survey and the hydrodynamical simulations suite EA ....“Beacons in the Night” unveiling how galaxies light up dark matter. How dark matter influences the formation and evolution of galaxies is to this day an outstanding question in astrophysics. To answer it, world-class facilities and a unique combination of observations and theory are required. This DP team, a world-class team of observers and theorists, will tackle this question by leveraging on two multi-million dollar projects: the MAGPI galaxy survey and the hydrodynamical simulations suite EAGLE-XL. MAGPI will deliver exquisite kinematics for hundreds of galaxies in the middle ages of the Universe, providing a view to the effect of dark matter on galaxies at this critical time, while EAGLE-XL represents the technological frontier in simulations and provides the best interpretative framework for MAGPI.Read moreRead less
Growth, Trade, and Economic Development in Asia. Future growth in Asia has strong implications for growth, relative wages, skill levels, human capital accumulation and trade in Australia. This project seeks to gain insight into whether the high economic growth rates experienced in Asia will continue into the future and whether low income Asian countries will take off in the future. This information will be used to simulate future demand for skills, relative wages, trade and the incentives to inv ....Growth, Trade, and Economic Development in Asia. Future growth in Asia has strong implications for growth, relative wages, skill levels, human capital accumulation and trade in Australia. This project seeks to gain insight into whether the high economic growth rates experienced in Asia will continue into the future and whether low income Asian countries will take off in the future. This information will be used to simulate future demand for skills, relative wages, trade and the incentives to invest in Australia and give insight into the effects of various policies in Australia on educational decision, skill composition, relative wages, trade and growth.Read moreRead less
Visual tracking of multiple objects: A stochastic geometrical approach. Reliable real-time visual multiple-object tracking techniques will open up new applications that enhance the quality of life such as driving safety, traffic monitoring, home security, security and surveillance of public facilities. These new applications have huge commercial potentials, and the technology developed from this project will provide the catalyst for vibrant new industries to grow. In addition, the expertise deve ....Visual tracking of multiple objects: A stochastic geometrical approach. Reliable real-time visual multiple-object tracking techniques will open up new applications that enhance the quality of life such as driving safety, traffic monitoring, home security, security and surveillance of public facilities. These new applications have huge commercial potentials, and the technology developed from this project will provide the catalyst for vibrant new industries to grow. In addition, the expertise developed from the project will provide a competitive edge for Australian industries in aerospace, oceanography, robotics, remote sensing, and biomedical engineering. Read moreRead less