Uncertain Information Processing for Situation Awareness and Dynamic Decision-Making in Emergency Management. The Australian national counter-terrorism committee indicates that Australia should have a strong intelligence-led prevention and preparedness to support Australia on risk management, emergency services and maintaining capabilities to manage various types of terrorist attacks. The proposed situation awareness support technique can be used to develop situation analysis software systems or ....Uncertain Information Processing for Situation Awareness and Dynamic Decision-Making in Emergency Management. The Australian national counter-terrorism committee indicates that Australia should have a strong intelligence-led prevention and preparedness to support Australia on risk management, emergency services and maintaining capabilities to manage various types of terrorist attacks. The proposed situation awareness support technique can be used to develop situation analysis software systems or directly support Australia government agencies and industries to correctly assess a situation, increase awareness for crisis problems, and therefore improve emergency management and decision-making effectiveness, in particular, for avoiding disaster problems in the first place and preparing plans for those that undoubtedly will occur. 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
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
Gesture-controlled interaction to enrich information access. This project is a study of gestural computing (enabled by sensors such as pressure mats, infra-red sensors and video tracking) which aims to move away from desk-bound, restrictive computing environments and towards computing that is more integral to the building structure and space itself. Linking gesture controllers and information sonification delivers a unique bridge between data and human interaction. Enriching the capacity to acce ....Gesture-controlled interaction to enrich information access. This project is a study of gestural computing (enabled by sensors such as pressure mats, infra-red sensors and video tracking) which aims to move away from desk-bound, restrictive computing environments and towards computing that is more integral to the building structure and space itself. Linking gesture controllers and information sonification delivers a unique bridge between data and human interaction. Enriching the capacity to access information in dense workplace environments is central to improved efficiency across the Australian workforce. Greater accuracy and enhanced techniques for controlling information in visually-overloaded work environments contribute to Australia's competitive leadership in a global marketplace.Read moreRead less
Development and Evaluation of Well-Defined Polymer-RNA Conjugates as Improved Therapeutics. Gene-based drugs offer an enormous potential to treat a wide range of diseases including, but not limited to, AIDS, hepatitis, and cancer. However, effective delivery of these drugs in body is needed to convert their therapeutic potential to clinically applicable treatments. Our multidisciplinary team will aim to develop novel, polymer-gene hybrid materials for efficient delivery of gene based therapeuti ....Development and Evaluation of Well-Defined Polymer-RNA Conjugates as Improved Therapeutics. Gene-based drugs offer an enormous potential to treat a wide range of diseases including, but not limited to, AIDS, hepatitis, and cancer. However, effective delivery of these drugs in body is needed to convert their therapeutic potential to clinically applicable treatments. Our multidisciplinary team will aim to develop novel, polymer-gene hybrid materials for efficient delivery of gene based therapeutics. Development of such advanced drug delivery systems will significantly enhance Australia`s power in biotechnology. Development and/or formation of new materials and strategies to improve the health quality of Australians, is an important anticipated outcome of this innovative project. Read moreRead less
Situated Design Computing: A New Paradigm to Support Design Using Situated Reasoning. A country like Australia with its twin disadvantages of distance from its large markets and small population as its own market has to found its goals in its wealth production on its ability to compete at the high value-adding loci of the economy. Design is a precursor to superior products and is one of the nation's high value-adding wealth generating activities. This project aims to lay the foundations for a ....Situated Design Computing: A New Paradigm to Support Design Using Situated Reasoning. A country like Australia with its twin disadvantages of distance from its large markets and small population as its own market has to found its goals in its wealth production on its ability to compete at the high value-adding loci of the economy. Design is a precursor to superior products and is one of the nation's high value-adding wealth generating activities. This project aims to lay the foundations for a new class of design support tools that have the capacity to be used at a variety of stages in the design process including those stages where major decisions are being taken. This will have the potential to improve the efficacy and the efficiency of Australian design and hence make it more globally competitive.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
Operator Decision Modelling in Autonomous Systems. The incorporation of humans as decision-makers into a complex system comprising of many autonomous agents is becoming increasingly important in areas such as defence, search-and-rescue, special emergency services, bush-fire and ecology management. This project will address how human decisions are made in such systems through the formulation and demonstration of innovative algorithms which model the operator decision making process. Generating so ....Operator Decision Modelling in Autonomous Systems. The incorporation of humans as decision-makers into a complex system comprising of many autonomous agents is becoming increasingly important in areas such as defence, search-and-rescue, special emergency services, bush-fire and ecology management. This project will address how human decisions are made in such systems through the formulation and demonstration of innovative algorithms which model the operator decision making process. Generating solutions to this increasingly important area will provide Australia's industry and community services the necessary knowledge for deploying such systems and thus improving service effectiveness, as well as the implementation of autonomous systems into new areas and thus increasing economic growth.Read moreRead less
Optical fibre photoreactor for removing airborne molecular contaminants and volatile organic carbons for semiconductor fabrication and fuel cell applications. The collaboration integrates concepts from photocatalysis, optical fibre technology and filtration, to solve important issues in the semiconductor fabrication and fuel cell industries. The project will place Australia amongst the world-leaders in novel integrated photocatalytic/filtration techniques and provide significant opportunities fo ....Optical fibre photoreactor for removing airborne molecular contaminants and volatile organic carbons for semiconductor fabrication and fuel cell applications. The collaboration integrates concepts from photocatalysis, optical fibre technology and filtration, to solve important issues in the semiconductor fabrication and fuel cell industries. The project will place Australia amongst the world-leaders in novel integrated photocatalytic/filtration techniques and provide significant opportunities for penetration, in particular, into the US filtration market. The collaboration will afford young Australian-based researchers the opportunity to access technology, expertise and knowledge developed in the US, which is currently unavailable in Australia. It will strengthen ties between UNSW and UMN and provide opportunities for further collaboration.Read moreRead less