Risk Measures and Management in Finance and Actuarial Science Under Regime-Switching Models. New models for assessing and managing risk of financial products will place Australia at the forefront of risk management. The work will also sustain the competitive edge of Australia as one of the major financial centres in the Asia-Pacific region through enhancing both the theory and practice of financial risk management. The project outcome will also benefit to the country in other areas of risk, for ....Risk Measures and Management in Finance and Actuarial Science Under Regime-Switching Models. New models for assessing and managing risk of financial products will place Australia at the forefront of risk management. The work will also sustain the competitive edge of Australia as one of the major financial centres in the Asia-Pacific region through enhancing both the theory and practice of financial risk management. The project outcome will also benefit to the country in other areas of risk, for example, environment risk, climate change, and energy and security problems.Read moreRead less
Unifying Modern Approaches in Machine Learning. The proposed research will lead to better algorithms for some important machine learning problems that could lead to better tools for extracting useful knowledge from data such as in bioinformatics and sensor networks; it will strengthen an international collaboration with one of the world's top centres of machine learning research; it will contribute to an open source toolkit of machine learning algorithms which will put Australia on the map as a ....Unifying Modern Approaches in Machine Learning. The proposed research will lead to better algorithms for some important machine learning problems that could lead to better tools for extracting useful knowledge from data such as in bioinformatics and sensor networks; it will strengthen an international collaboration with one of the world's top centres of machine learning research; it will contribute to an open source toolkit of machine learning algorithms which will put Australia on the map as a provider of sophisticated machine learning software; it will provide training opportunities for several PhD students and a postdoc to work with some of the best machine learning researchers in the world.Read moreRead less
Data Fusion for Self-Localisation and Team Situational Awareness in Unknown Structured Environments. This research is directed towards improving the operational effectiveness of our defence and civilian first-response-groups, which include the Special Forces, law-enforcement, fire fighting and special emergency services. These groups are highly specialised and have very focused operations which require innovative responses and adaptability. The technologies developed in the course of this projec ....Data Fusion for Self-Localisation and Team Situational Awareness in Unknown Structured Environments. This research is directed towards improving the operational effectiveness of our defence and civilian first-response-groups, which include the Special Forces, law-enforcement, fire fighting and special emergency services. These groups are highly specialised and have very focused operations which require innovative responses and adaptability. The technologies developed in the course of this project will transform the way these agencies conduct their operations and will have a beneficial impact on our quality of life and social order.
The research will also advance the knowledge base in the practical implementation of human localisation systems and provide the enabling mechanism for its adoption into industry.
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Modelling disease evolution and emergence. Approximately 75% of all emergent diseases have established in humans having switched from other species: Human Immunodeficiency Virus (HIV), Malaria, SARS (Severe Acute Respiratory Syndrome), Ebola, West Nile Virus and many more. Further, cross species infections put our biodiversity and economy at risk: plant and animal diseases entering Australia can destroy crops and at-risk native species. This project will provide for the first time the statistica ....Modelling disease evolution and emergence. Approximately 75% of all emergent diseases have established in humans having switched from other species: Human Immunodeficiency Virus (HIV), Malaria, SARS (Severe Acute Respiratory Syndrome), Ebola, West Nile Virus and many more. Further, cross species infections put our biodiversity and economy at risk: plant and animal diseases entering Australia can destroy crops and at-risk native species. This project will provide for the first time the statistical framework for scientists to assess risk of such diseases entering Australia as a key to combating them.Read moreRead less
Complexity Measures Of Design Spaces As Basis For Mass Customisation Of Novel Designs. This project aims to develop, implement and test a means to determine the potential of any arbitrary design generator to produce a diversity of designs and to utilise that means to control the mass customisation of novel designs. Globalisation of markets has produced the need to be able to mass customise designs that are not simple variants of existing designs. Any improvement in Australia's capacity to provid ....Complexity Measures Of Design Spaces As Basis For Mass Customisation Of Novel Designs. This project aims to develop, implement and test a means to determine the potential of any arbitrary design generator to produce a diversity of designs and to utilise that means to control the mass customisation of novel designs. Globalisation of markets has produced the need to be able to mass customise designs that are not simple variants of existing designs. Any improvement in Australia's capacity to provide this service will improve both its internal efficiency and increase its competitiveness in the increasing international marketplace for designing through the production of the basis for a new class of designing tools.Read moreRead less
Curious Places: Agent-Mediated Self-Aware Worlds. This project develops and demonstrates a model of curious places: physical and digital environments that adapt their behaviour based on their experiences. This means that we can implement new kinds of places, rooms, public spaces, that respond to human activity and new technology by creating their own goals and behaviours. This is a benefit to Australia by expanding its capability in home automation and leading developments in novel human-comput ....Curious Places: Agent-Mediated Self-Aware Worlds. This project develops and demonstrates a model of curious places: physical and digital environments that adapt their behaviour based on their experiences. This means that we can implement new kinds of places, rooms, public spaces, that respond to human activity and new technology by creating their own goals and behaviours. This is a benefit to Australia by expanding its capability in home automation and leading developments in novel human-computer interfaces. This benefit can provide economic gain to Australia through the development of frontier technologies.Read moreRead less
UNSW-Harvard-Cambridge Partnership in Semiconductor Nanostructures for Quantum Computing and Quantum Science. Breakthrough nanotechnologies based on quantum mechanics promise important new devices with many applications in information and communications technologies. For example, quantum computers promise an enormous increase in computing power, allowing fast and complex processing in areas such as database searching, gene sequencing and weather modeling. This new collaboration brings together r ....UNSW-Harvard-Cambridge Partnership in Semiconductor Nanostructures for Quantum Computing and Quantum Science. Breakthrough nanotechnologies based on quantum mechanics promise important new devices with many applications in information and communications technologies. For example, quantum computers promise an enormous increase in computing power, allowing fast and complex processing in areas such as database searching, gene sequencing and weather modeling. This new collaboration brings together researchers from major national Centres in Australia (UNSW), Great Britain (University of Cambridge) and the USA (Harvard University) to tackle one of modern sciences most challenging problems - how to control and manipulate quantum states.Read moreRead less
Molecular Fingerprinting: Forensic Spectroscopy of Trace Gases. Safeguarding Australia from terrorism, crime and invasive diseases is essential to securing our national infrastructure. This project will develop national capabilities in anticipating and responding to critical threats to society. The scientific instrumentation developed from this effort will enhance Australia's potential aid for early detection of explosive and chemical weaponry and also in the analysis of crime scenes. This rese ....Molecular Fingerprinting: Forensic Spectroscopy of Trace Gases. Safeguarding Australia from terrorism, crime and invasive diseases is essential to securing our national infrastructure. This project will develop national capabilities in anticipating and responding to critical threats to society. The scientific instrumentation developed from this effort will enhance Australia's potential aid for early detection of explosive and chemical weaponry and also in the analysis of crime scenes. This research will significantly improve our abilities to maintain the operational advantage of Australia's security agencies through superior capabilities in threat detection.Read moreRead less
Development of Acid Degradable Polymeric Nanoparticles for Intracellular and Tumour Site Selective Delivery of Drugs. There is an enormous need to develop effective anticancer drug delivery systems to reduce the social and economic impact of cancer. One of the most critical problems in tumour treatment is the lack of selective toxicity of anticancer drugs against tumour tissues. Our multidisciplinary team will aim to develop a novel polymer based system for tumour site-selective delivery of anti ....Development of Acid Degradable Polymeric Nanoparticles for Intracellular and Tumour Site Selective Delivery of Drugs. There is an enormous need to develop effective anticancer drug delivery systems to reduce the social and economic impact of cancer. One of the most critical problems in tumour treatment is the lack of selective toxicity of anticancer drugs against tumour tissues. Our multidisciplinary team will aim to develop a novel polymer based system for tumour site-selective delivery of anticancer drugs. Development of such advanced drug delivery systems will significantly enhance Australia`s power in biotechnology. Development and/or formation of strategies to improve the health quality of Australians, is an important anticipated outcome of this innovative project.Read moreRead less
Analysis of the financial circumstances of local governments, to assess viability, and improve planning, resource allocation and accountability. The project aims to (a) develop a framework for improved reporting by local government, through a critical analysis of AAS 27 and extant legislative guidelines; (b) assess the financial viability of existing local government units; (c) identify units which may be candidates for amalgamation. Outcomes will include (i) proposals to enhance NSW's pioneer ....Analysis of the financial circumstances of local governments, to assess viability, and improve planning, resource allocation and accountability. The project aims to (a) develop a framework for improved reporting by local government, through a critical analysis of AAS 27 and extant legislative guidelines; (b) assess the financial viability of existing local government units; (c) identify units which may be candidates for amalgamation. Outcomes will include (i) proposals to enhance NSW's pioneering provisions for infrastructure reporting, contained in the NSW Local Government Act 1993 and accompanying guidelines; (ii) a pioneering assessment of the financial circumstances of local government units, having regard to the projected costs of upgrading legacy infrastructure; (iii) development of a framework for assessing future funding needs. Read moreRead less