ARC Research Network in Enterprise Information Infrastructure. EII targets consolidated research towards the comprehensive development & establishment of advanced information infrastructures. Its prime purpose is to provide a forum for intellectual exchange by diverse yet complementary research groups, to address the fundamental research problems faced by scientific & business communities when dealing with deployment of information technology to globally distributed, and data intensive environme ....ARC Research Network in Enterprise Information Infrastructure. EII targets consolidated research towards the comprehensive development & establishment of advanced information infrastructures. Its prime purpose is to provide a forum for intellectual exchange by diverse yet complementary research groups, to address the fundamental research problems faced by scientific & business communities when dealing with deployment of information technology to globally distributed, and data intensive environments. EII will address 3 tightly coupled research themes: Ability to interoperate across existing heterogenous platforms & applications; Efficient processing of very large data sets; Technology adoption & impact. Generic results will be applicable to e-science and large business information systems installations.Read moreRead less
Taming media for the masses: Computational frameworks for intelligent digital media capture, management, and sharing. The core issues tackled in this project are learning, recognition and application of semantics in multimedia data and the context of its creation and use - a foundational issue in pattern recognition with many applications. The project is part of the Institute for Multi-sensor Processing and Content Analysis whose aim is to tackle technical issues in large scale pattern recogniti ....Taming media for the masses: Computational frameworks for intelligent digital media capture, management, and sharing. The core issues tackled in this project are learning, recognition and application of semantics in multimedia data and the context of its creation and use - a foundational issue in pattern recognition with many applications. The project is part of the Institute for Multi-sensor Processing and Content Analysis whose aim is to tackle technical issues in large scale pattern recognition. By developing scalable and robust techniques to extract information from large scale multi-modal data, the applications include large scale surveillance systems from multi-modal data (e.g. airport security, smart homes for the aged), context-aware devices, and the next generation of media creation and repurposing tools - a fast-growing sector of the economy.Read moreRead less
Designing Distributed Intrusion Detection Systems for Critical Industrial Infrastructures. SCADA systems are computerized systems that control and monitor industrial and critical infrastructures, such as power grid, gas and water facilities and nuclear power plants. Many cyber-attacks on SCADA systems make such systems vulnerable. Also there is an increasing risk that SCADA vulnerabilities could be exploited by terrorist organizations. The security of SCADA systems of critical infrastructures ha ....Designing Distributed Intrusion Detection Systems for Critical Industrial Infrastructures. SCADA systems are computerized systems that control and monitor industrial and critical infrastructures, such as power grid, gas and water facilities and nuclear power plants. Many cyber-attacks on SCADA systems make such systems vulnerable. Also there is an increasing risk that SCADA vulnerabilities could be exploited by terrorist organizations. The security of SCADA systems of critical infrastructures has enormous and direct impact to our national security, economy and social life because of potential disasters that could happen from natural causes as well as malicious attacks. This project aims to investigate the relevant issues and provide efficient and reliable technological solutions to detect and prevent such problems.Read moreRead less
Predictive Models & Decision Support Systems for Virus Diseases and Aphid Vectors of Lupin and Canola. Aphids and the viruses they transmit cause major economic losses in legume and canola crops in Australia. This project will develop innovative predictive models and decision support systems (DSS's) for Beet western yellows virus and direct aphid feeding damage in canola and two types of Bean yellow mosaic virus in lupin, and a DSS for direct aphid feeding damage in lupin. These models will gr ....Predictive Models & Decision Support Systems for Virus Diseases and Aphid Vectors of Lupin and Canola. Aphids and the viruses they transmit cause major economic losses in legume and canola crops in Australia. This project will develop innovative predictive models and decision support systems (DSS's) for Beet western yellows virus and direct aphid feeding damage in canola and two types of Bean yellow mosaic virus in lupin, and a DSS for direct aphid feeding damage in lupin. These models will greatly improve understanding of factors driving virus epidemics and aphid outbreaks. Following extensive validation with data previously collected in the WA grainbelt, the predictive models and DSS's will be extended to end-users, resulting in considerable productivity gains, reduced costs and environmental benefits.Read moreRead less
Surviving the data deluge: Scalable feature extraction, discrimination and analysis for computer vision tasks using compressed sensed data. Strategically, our pioneering solutions besides being technically and socially significant, open fresh options for sensor-agnostic data analysis. The technical significance lies through the creation of new technologies for the critical national and global security markets, currently overwhelmed by data. The social significance arises from our solutions being ....Surviving the data deluge: Scalable feature extraction, discrimination and analysis for computer vision tasks using compressed sensed data. Strategically, our pioneering solutions besides being technically and socially significant, open fresh options for sensor-agnostic data analysis. The technical significance lies through the creation of new technologies for the critical national and global security markets, currently overwhelmed by data. The social significance arises from our solutions being privacy preserving, providing new avenues for the production of novel, socially acceptable products for aged care monitoring. Our methods spearhead future advancement in diverse disciplines due to the wide applicability of the methods to other sensor networks (Square Kilometre Array) and data types, providing new frameworks for addressing crucial problems of data management. Read moreRead less
Modelling and Simulation of Disease Spread Dynamics Using Interacting Automata. Modelling and simulation techniques will be developed to strengthen our understanding of disease spread over the landscape, so allowing timely control strategies to be developed. The economic cost to Australia of introduced pests, animal and plant diseases is considerable. We utilise an interacting automata formalism to capture landscape, population and contagion information as it affects disease spread to provide ....Modelling and Simulation of Disease Spread Dynamics Using Interacting Automata. Modelling and simulation techniques will be developed to strengthen our understanding of disease spread over the landscape, so allowing timely control strategies to be developed. The economic cost to Australia of introduced pests, animal and plant diseases is considerable. We utilise an interacting automata formalism to capture landscape, population and contagion information as it affects disease spread to provide more accurate simulation than is done at present. Generic simulation tools will be constructed, capable of being rapidly personalised by epidemiologists for specific diseases.Read moreRead less
Smart technologies for people with vision impairment and blindness. Our technological solutions for early detection of disease provide the best opportunity for effective treatment, and provision of strategies capable of assisting individuals. It aims to empower primary care providers and will lead to more effective screening methods and improved efficiencies in redirecting resources towards those whose eye disease is treatable. It will further improve and enable access to specialist eye care fo ....Smart technologies for people with vision impairment and blindness. Our technological solutions for early detection of disease provide the best opportunity for effective treatment, and provision of strategies capable of assisting individuals. It aims to empower primary care providers and will lead to more effective screening methods and improved efficiencies in redirecting resources towards those whose eye disease is treatable. It will further improve and enable access to specialist eye care for those living in rural, regional and remote locations. The assistive technologies for the blind will greatly enhance the quality of life of the visually impaired, enhancing their quality of life and removing several risk factors. The net annual savings to the Government from these projects would be considerable.Read moreRead less
Trusted Environment for Virtual Collaboration. Internet business transactions highlight Trust. This project explores creating trust between business peers to aid business contact. Aims: 1 Define concepts & relationship of Trust between peers 2 Develop Trust protocol & infrastructure managing P2P communication 3 Propose methodology showing trustworthiness values after interaction 4 Develop trust modelling language specifying trust relationships between peers for storing in trust repositories 5 Ap ....Trusted Environment for Virtual Collaboration. Internet business transactions highlight Trust. This project explores creating trust between business peers to aid business contact. Aims: 1 Define concepts & relationship of Trust between peers 2 Develop Trust protocol & infrastructure managing P2P communication 3 Propose methodology showing trustworthiness values after interaction 4 Develop trust modelling language specifying trust relationships between peers for storing in trust repositories 5 Apply trust management protocol creating identity & behaviour trust in decentralized environments 6 Apply trust support system 7 Develop trust modelling language letting partners realize trust interaction outcomes. Multisite Project Management firms used are critical to smart information use.Read moreRead less
Modelling the acoustical scattering properties of the human auditory system. The audio and entertainment industry is continually striving towards the development of immersive consumer technologies. Australian companies and researchers within this market sector utilise these audio technologies for many innovative applications, including virtual reality, communication, navigation, monitoring, and auditory products for the hearing impaired. These developments rely heavily on a fundamental understan ....Modelling the acoustical scattering properties of the human auditory system. The audio and entertainment industry is continually striving towards the development of immersive consumer technologies. Australian companies and researchers within this market sector utilise these audio technologies for many innovative applications, including virtual reality, communication, navigation, monitoring, and auditory products for the hearing impaired. These developments rely heavily on a fundamental understanding of our natural sense of spatial hearing. This project will extend the current understanding of the acoustic scattering mechanisms that govern the external auditory system, and provide critical enabling knowledge that will enhance the development of innovative audio technologies.Read moreRead less
Real-Time Searches for Gravitational Waves and Identification of Their Radio and Optical Counterparts. The proposed project will directly address the national research priority in development of frontier technologies, directly involve Australians in frontier work in gravitational wave astronomy that will result in break-through sciences and improve the chance of the international Square-Kilometer-Array project being sited at Australia. In addition, it will foster a close collaboration of top int ....Real-Time Searches for Gravitational Waves and Identification of Their Radio and Optical Counterparts. The proposed project will directly address the national research priority in development of frontier technologies, directly involve Australians in frontier work in gravitational wave astronomy that will result in break-through sciences and improve the chance of the international Square-Kilometer-Array project being sited at Australia. In addition, it will foster a close collaboration of top international researchers with an Australian team. The research at The University of Western Australia will attract students from around the world and serve to educate and inspire young people in Australia.Read moreRead less