Automated texture selection and classification methods for detection of osteoarthritis in knee radiographs. In Australia there are 1-2 million OA sufferers, a condition that costs approximately $9 billion annually. This project will address an important problem of early detection and monitoring of OA and this remains in line with the National Research Priority 2. Potential outcomes of the project will result in better diagnosis and treatment of OA, reduced discomfort to the individual and saving ....Automated texture selection and classification methods for detection of osteoarthritis in knee radiographs. In Australia there are 1-2 million OA sufferers, a condition that costs approximately $9 billion annually. This project will address an important problem of early detection and monitoring of OA and this remains in line with the National Research Priority 2. Potential outcomes of the project will result in better diagnosis and treatment of OA, reduced discomfort to the individual and saving to the national economy. This project will improve existing activity and rehabilitation programs such as exercise of lower limbs and it will help in developing diets for healthy people and OA sufferers.Read moreRead less
Goal pursuit decisions under environmental and social uncertainty. This project aims to develop an integrative computational model that explains how people prioritise the allocation of resources to different goals in the face of uncertainty. The project seeks to test a new theory through a series of experiments in which participants pursue goals by themselves in unpredictable environments, or in competition against an opponent. Expected outcomes include an integrated theory that accounts for the ....Goal pursuit decisions under environmental and social uncertainty. This project aims to develop an integrative computational model that explains how people prioritise the allocation of resources to different goals in the face of uncertainty. The project seeks to test a new theory through a series of experiments in which participants pursue goals by themselves in unpredictable environments, or in competition against an opponent. Expected outcomes include an integrated theory that accounts for the effects of both environmental and social uncertainty in the pursuit of multiple goals. Intended benefits include the development of computational models that can simulate human decision making in complex environments, analyse new concepts of operation, redesign work roles, and identify factors that reduce risk in decision-making.Read moreRead less
Experiments with Advanced Isolation Systems, Suspension and Test Masses Using ACIGA's High Optical Power Test Facility. This proposal will allow experimental verification of the performcane of of sapphire test masses and their associated isolation and suspension system in ACIGA's high optical power test facility at Gingin. The work will contribute to the worldwide effort to increase the sensitivity of laser interferometers to the level where known sources of gravitational waves can be detected ....Experiments with Advanced Isolation Systems, Suspension and Test Masses Using ACIGA's High Optical Power Test Facility. This proposal will allow experimental verification of the performcane of of sapphire test masses and their associated isolation and suspension system in ACIGA's high optical power test facility at Gingin. The work will contribute to the worldwide effort to increase the sensitivity of laser interferometers to the level where known sources of gravitational waves can be detected at a reasonable rate.Read moreRead less
Modelling human decision making in complex environments. The project aims to extend quantitative psychological models of simple choice tasks to decision-making with complex stimuli in complex environments. The new formal models are designed to provide a comprehensive account of behaviour, including the choices that are made, how long it takes to make them, and how choices and choice times vary within and between decision-makers. The models would explain how people adapt to changes in task demand ....Modelling human decision making in complex environments. The project aims to extend quantitative psychological models of simple choice tasks to decision-making with complex stimuli in complex environments. The new formal models are designed to provide a comprehensive account of behaviour, including the choices that are made, how long it takes to make them, and how choices and choice times vary within and between decision-makers. The models would explain how people adapt to changes in task demands when dealing with multiple stimuli or performing multiple tasks concurrently under time pressure. The project aims to provide the basic research that is needed to extend psychological models of choice to complex ‘real-world’ tasks, such air traffic control and maritime surveillance.Read moreRead less
Drivers and barriers to sustainability in residential and commercial buildings. In acknowledging that climate change is one of the greatest moral and economic challenges of our time, the federal Government is committed to Australia's internationally agreed target of limiting greenhouse gas emissions. In its efforts to achieve this, the Government is supporting various initiatives including the development of renewable energy technology. In Australia, buildings contribute almost one-quarter of ou ....Drivers and barriers to sustainability in residential and commercial buildings. In acknowledging that climate change is one of the greatest moral and economic challenges of our time, the federal Government is committed to Australia's internationally agreed target of limiting greenhouse gas emissions. In its efforts to achieve this, the Government is supporting various initiatives including the development of renewable energy technology. In Australia, buildings contribute almost one-quarter of our greenhouse gas emissions. This research will identify methods that assist in the nationwide uptake of sustainability practices, including the use of micro-generation technology, to help improve building performance and reduce greenhouse gas emissions.Read moreRead less
The Psychology of Misinformation—Towards A Theory-driven Understanding. The project aims to develop a psychological theory of misinformation effects. Misinformation influences people’s memory, reasoning and decision-making even after corrections – it thus poses a significant challenge for science and society. Through the combination of systematic experimentation with theory-driven computational modelling, the project will strive to concurrently consider individual-level cognition and the impact ....The Psychology of Misinformation—Towards A Theory-driven Understanding. The project aims to develop a psychological theory of misinformation effects. Misinformation influences people’s memory, reasoning and decision-making even after corrections – it thus poses a significant challenge for science and society. Through the combination of systematic experimentation with theory-driven computational modelling, the project will strive to concurrently consider individual-level cognition and the impact of sociocultural context. It is anticipated that this novel integrative approach will substantially expand our understanding of misinformation effects, and that this theoretical progress will result in the formulation of specific communication strategies to reduce the impact of misinformation on society.Read moreRead less
Developing a integrated memory-based model of evaluation and choice. People's judgements and choices are unstable. This project intends to examine one potential source of this instability: the memories that come to mind when people are evaluating choices. Many of the choices we make in our everyday lives are made on the basis of remembered information, and yet theories of evaluation and choice typically do not account for the role of memory, or provide only a cursory account of its role. In the ....Developing a integrated memory-based model of evaluation and choice. People's judgements and choices are unstable. This project intends to examine one potential source of this instability: the memories that come to mind when people are evaluating choices. Many of the choices we make in our everyday lives are made on the basis of remembered information, and yet theories of evaluation and choice typically do not account for the role of memory, or provide only a cursory account of its role. In the project, people will be presented with value information, and the project plans to examine how that information is retrieved from memory and then used to evaluate options and make decisions. Expected project outcomes would provide a coherent model that provides an integrated understanding of the role of memory in judgement and choice.Read moreRead less
Sub-picosecond studies of matter using intense light from a Free Electron Laser. An Australian research group will use their new ultra-fast timing technology in combination with a new, extremely bright light source, the FERMI Free Electron Laser, Italy. FERMI makes picosecond wide light pulses - the timing technology measures times significantly shorter than a nanosecond. In combination, the way intense light effects the structure of atoms & molecules is studied, leading to an in-depth understa ....Sub-picosecond studies of matter using intense light from a Free Electron Laser. An Australian research group will use their new ultra-fast timing technology in combination with a new, extremely bright light source, the FERMI Free Electron Laser, Italy. FERMI makes picosecond wide light pulses - the timing technology measures times significantly shorter than a nanosecond. In combination, the way intense light effects the structure of atoms & molecules is studied, leading to an in-depth understanding of the processes involved. The new detector technology will be characterised using an electron recycling spectrometer, a new method for making electron beams of a particular energy by storing electrons in a racetrack orbit.Read moreRead less
Control of Instabilities in Advanced Gravitational Wave Detectors. Gravitational wave technology from UWA has already given rise to significant spin-offs including sapphire oscillators for radar applications and vibration isolators for airborne mineral exploration. This project will lead to techniques for increasing the sensitivity of already extraordinary sensitive instruments, and could have applications in many areas. The project will strengthen Australia's role in the world wide quest to det ....Control of Instabilities in Advanced Gravitational Wave Detectors. Gravitational wave technology from UWA has already given rise to significant spin-offs including sapphire oscillators for radar applications and vibration isolators for airborne mineral exploration. This project will lead to techniques for increasing the sensitivity of already extraordinary sensitive instruments, and could have applications in many areas. The project will strengthen Australia's role in the world wide quest to detect gravitational waves, which is one of the most significant and challenging human endeavours. The project will use the superb national research facility at Gingin. Its content contributes to the Eureka Prize winning Gravity Discovery Centre also located at the site, which is a major centre for science education.Read moreRead less
Towards an integrated model of reasoning and reasoning development. This project aims to identify the core cognitive processes that underlie different forms of reasoning and how they develop. The project intends to use a signal detection framework to derive detailed computational models of reasoning which can then be tested through Bayesian computational modelling as well as the first systematic investigation of developmental change in reasoning processes. Expected outcomes include a more princi ....Towards an integrated model of reasoning and reasoning development. This project aims to identify the core cognitive processes that underlie different forms of reasoning and how they develop. The project intends to use a signal detection framework to derive detailed computational models of reasoning which can then be tested through Bayesian computational modelling as well as the first systematic investigation of developmental change in reasoning processes. Expected outcomes include a more principled and comprehensive computational model of reasoning in both adults and children. The project should provide significant benefits by helping to resolve long-standing debates about how humans reason complex arguments relevant to everyday lives and guide development of more effective methods for teaching reasoning.Read moreRead less