Using data mining methods to remove uncertainties in sensor data streams. This project will develop key techniques for removing uncertainties in sensor data streams and thus improve the monitoring quality of sensor networks. The expected outcomes will benefit Australia by enabling improved, lower-cost monitoring of natural resources and management of stock raising.
Visual analytics for massive multivariate networks. Visual analytics for massive multivariate networks. This project aims to create methods to visually analyse massive multivariate networks. The amount of network data available has exploded in recent years: software systems, social networks and biological systems have millions of nodes and billions of edges with multivariate attributes. Their size and complexity makes these data sets hard to exploit. More efficient ways to understand the data ar ....Visual analytics for massive multivariate networks. Visual analytics for massive multivariate networks. This project aims to create methods to visually analyse massive multivariate networks. The amount of network data available has exploded in recent years: software systems, social networks and biological systems have millions of nodes and billions of edges with multivariate attributes. Their size and complexity makes these data sets hard to exploit. More efficient ways to understand the data are needed. This project will design, implement and evaluate visualisation methods for massive multivariate network data sets. This research is expected to be used by Australian software development, biotechnology and security companies to exploit their data.Read moreRead less
ARC Molecular and Materials Structure Research Network. The Network will build powerful e-Science resources for the structural sciences. Collaborative remote access will be developed for sophisticated instrumentation, including instruments planned for the Replacement Research Reactor and Australian Synchrotron. A structure database service with cross disciplinary content and versatile visualisation and analysis capabilities will further exemplify smart information use. The internet services will ....ARC Molecular and Materials Structure Research Network. The Network will build powerful e-Science resources for the structural sciences. Collaborative remote access will be developed for sophisticated instrumentation, including instruments planned for the Replacement Research Reactor and Australian Synchrotron. A structure database service with cross disciplinary content and versatile visualisation and analysis capabilities will further exemplify smart information use. The internet services will ultimately harness the Grid, enabling linkage into other national and international Grid systems. Encompassing physics, computer science, applied mathematics, chemistry and biochemistry, and catalysing interaction across these disciplines, the MMSN will impact all five National Research Priority 3 goals.Read moreRead less
Creating a national time and frequency network for Australia. This project will develop the means to distribute accurate time and frequency across the Australian continent via an optical fibre network. This network will meet the needs of future telecommunications, science and astronomy projects including the Australian bid for the Square Kilometre Array radio-astronomy project.
Discovery Early Career Researcher Award - Grant ID: DE170101514
Funder
Australian Research Council
Funding Amount
$372,000.00
Summary
The control of neuroplasticity in the brain. This project aims to determine how neuroplasticity – the brain’s ability to remodel and make new circuits – is controlled in both excitatory and inhibitory neurons. This capacity, vital for all cognitive functions, diminishes as people age. It is imperative to determine neuroplasticity’s mechanisms and how and why they change, but it is not known how both excitatory and inhibitory neurons contribute to neuroplasticity and how these dynamic alterations ....The control of neuroplasticity in the brain. This project aims to determine how neuroplasticity – the brain’s ability to remodel and make new circuits – is controlled in both excitatory and inhibitory neurons. This capacity, vital for all cognitive functions, diminishes as people age. It is imperative to determine neuroplasticity’s mechanisms and how and why they change, but it is not known how both excitatory and inhibitory neurons contribute to neuroplasticity and how these dynamic alterations are controlled. Understanding neuroplasticity is vital for learning, memory and healthy ageing throughout life.Read moreRead less
Farming 4 Care: Using nature to cultivate resilience in young people. This project aims to explore how passive and active engagement with nature might influence outcomes for young people who have experienced trauma, maltreatment and disrupted families. These people are extremely vulnerable, but often slip through the system. As they rarely engage in traditional therapy, non-traditional interventions may offer a viable alternative that should be explored and harnessed for this population. In addi ....Farming 4 Care: Using nature to cultivate resilience in young people. This project aims to explore how passive and active engagement with nature might influence outcomes for young people who have experienced trauma, maltreatment and disrupted families. These people are extremely vulnerable, but often slip through the system. As they rarely engage in traditional therapy, non-traditional interventions may offer a viable alternative that should be explored and harnessed for this population. In addition, traditional interventions are delivered at enormous cost and with minimal success for this group. Using an innovative multidisciplinary design, the project plans to test four hypotheses about nature engagement to contribute to the growing field of nature-based interventions. Our approach offers an alternative that draws on existing community resources and benefits local organisations, young people and farmers.Read moreRead less
An Evaluation of Suspended Sentences of Imprisonment. A suspended sentence is a fixed term of imprisonment, the execution of which has been suspended in whole or in part. It is widely used in most Australian jurisdictions. A conflict between public and legal perceptions about the severity of this sanction contributes to a lack of public confidence in the criminal justice system and makes abolition or restrictions on the use of suspended sentences a real possibility when governments feel pressure ....An Evaluation of Suspended Sentences of Imprisonment. A suspended sentence is a fixed term of imprisonment, the execution of which has been suspended in whole or in part. It is widely used in most Australian jurisdictions. A conflict between public and legal perceptions about the severity of this sanction contributes to a lack of public confidence in the criminal justice system and makes abolition or restrictions on the use of suspended sentences a real possibility when governments feel pressured to be tough on crime. This project aims to explore the use of the suspended sentence and to evaluate its efficacy as an alternative to imprisonment.
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Community Engagement for Productive Ageing: Models to support rural healthy ageing through the maintenance of community involvement and contribution. Governments at all levels are concerned about the looming social and economic challenges flowing from an ageing population. At present, ageing services are largely focussed on caring for the frail dependent aged. Yet, ultimately, the key to meeting the ageing challenge will lie in how successful we are in supporting our healthy independent aged to ....Community Engagement for Productive Ageing: Models to support rural healthy ageing through the maintenance of community involvement and contribution. Governments at all levels are concerned about the looming social and economic challenges flowing from an ageing population. At present, ageing services are largely focussed on caring for the frail dependent aged. Yet, ultimately, the key to meeting the ageing challenge will lie in how successful we are in supporting our healthy independent aged to stay contributing and productive members of their community. By developing evidence-based interventions that focus on preventing social disengagement before it occurs, the project provides a cost effective approach to ensuring that Australia's rapidly growing aged cohort remain social assets and do not become social burdens.Read moreRead less
Change Detection in Causal Relationships and Measurement of Systemic Risk. Empirical measures of interconnectedness between financial institutions based on tests of Granger causality are currently used in detecting systemic risk. However, researchers need to define periods of calm and stress exogenously in order to implement these tests appropriately. This project aims to develop a new procedure to identify changes in causal relationships and the timing of these changes. The new approach has the ....Change Detection in Causal Relationships and Measurement of Systemic Risk. Empirical measures of interconnectedness between financial institutions based on tests of Granger causality are currently used in detecting systemic risk. However, researchers need to define periods of calm and stress exogenously in order to implement these tests appropriately. This project aims to develop a new procedure to identify changes in causal relationships and the timing of these changes. The new approach has the potential to be a significant improvement in the real-time identification of emerging turmoil in financial markets and provide an improved method for the detection of systemic risk. The new test procedure will be implemented using data for financial and non-financial institutions across Europe, the US and Australia.Read moreRead less
Individual, social and physical environmental influences on children's active transport and independent mobility. Childhood obesity is likely to have significant economic and social impacts on Australian society. Preventing further increases in this disease is crucial, particularly among children at high risk such as those living in rural or disadvantaged areas. The promotion of behaviours such as active transport may have a significant benefit for public health; however little is known about wh ....Individual, social and physical environmental influences on children's active transport and independent mobility. Childhood obesity is likely to have significant economic and social impacts on Australian society. Preventing further increases in this disease is crucial, particularly among children at high risk such as those living in rural or disadvantaged areas. The promotion of behaviours such as active transport may have a significant benefit for public health; however little is known about what influences active transport among children in rural or disadvantaged areas. This study will identify important factors influencing active transport and will directly inform strategies aiming to promote health and wellbeing, thereby creating a healthier generation of Australian children.Read moreRead less