Efficient Design for Generalized Linear Models. In industrial, commercial and social research, we collect data in order to predict the outcome of a process based on the inputs to that process. We want to maximize the information that is gained from the data. Good planning is crucially important to achieve this. This project will determine how best to select the inputs to the process for many situations that occur in research. A computer package to answer these questions will be written. The nati ....Efficient Design for Generalized Linear Models. In industrial, commercial and social research, we collect data in order to predict the outcome of a process based on the inputs to that process. We want to maximize the information that is gained from the data. Good planning is crucially important to achieve this. This project will determine how best to select the inputs to the process for many situations that occur in research. A computer package to answer these questions will be written. The nation will benefit from a fundamental increase in efficiency of research and, therefore, in efficient use of research dollars.Read moreRead less
Australian Laureate Fellowships - Grant ID: FL0992039
Funder
Australian Research Council
Funding Amount
$2,860,400.00
Summary
Failure Analysis of Geotechnical Infrastructure. With a forecast public and private sector investment of around 200 billion dollars in Australia's infrastructure over the next five years, there is an unprecedented need to design and build this infrastructure as cheaply and safely as possible. Given the magnitude of the investment involved, even small percentage savings resulting from advanced research will lead to large returns in absolute dollar terms. This project will provide engineers with ....Failure Analysis of Geotechnical Infrastructure. With a forecast public and private sector investment of around 200 billion dollars in Australia's infrastructure over the next five years, there is an unprecedented need to design and build this infrastructure as cheaply and safely as possible. Given the magnitude of the investment involved, even small percentage savings resulting from advanced research will lead to large returns in absolute dollar terms. This project will provide engineers with new and better tools for predicting the safety of geostructures such as roads, railways, tunnels, dams, and port facilities. Moreover, commercialisation of the corresponding software worldwide will provide knowledge transfer from the university sector to industry and generate technology exports.Read moreRead less
Geostructural stability analysis with adaptive mesh refinement. AIMS: To conduct fundamental research on new methods for predicting the stability of geostructures such as tunnels, dams, highways and foundations. To translate this research into innovative computer software and better civil design procedures.
SIGNIFICANCE: Billions of dollars are spent annually on the construction of Australian infrastructure. This project will lead to new algorithms and computer software for designing this inf ....Geostructural stability analysis with adaptive mesh refinement. AIMS: To conduct fundamental research on new methods for predicting the stability of geostructures such as tunnels, dams, highways and foundations. To translate this research into innovative computer software and better civil design procedures.
SIGNIFICANCE: Billions of dollars are spent annually on the construction of Australian infrastructure. This project will lead to new algorithms and computer software for designing this infrastructure. Particular emphasis will be placed on the development of adaptive methods for three-dimensional problems involving complex ground profiles, where current procedures are inadequate.
EXPECTED OUTCOMES: Cutting-edge algorithms and computer software that will lead to cheaper and safer design of civil infrastructure. This will be accompanied by top-level refereed publications and a book.Read moreRead less
Computing with nearly-consistent data. This project will help programmers correctly use data that originates at various times and places, and spreads unevenly through a system. Computation will combine data that comes from different situations, and is not exactly consistent. Capability to develop high quality software on platforms with this feature will enhance the value of the Australian IT industry. As well, the industries which use the software benefit from correctly working with their data. ....Computing with nearly-consistent data. This project will help programmers correctly use data that originates at various times and places, and spreads unevenly through a system. Computation will combine data that comes from different situations, and is not exactly consistent. Capability to develop high quality software on platforms with this feature will enhance the value of the Australian IT industry. As well, the industries which use the software benefit from correctly working with their data. Sensor networks have data like this, and they play a vital role in environmental monitoring. Cloud computing platforms also have this type of data, and these allow smaller enterprises to grow smoothly, without needing large up-front investments in computing infrastructure.Read moreRead less
Quality of Service in 3G Wireless Systems with Hybrid Networks. The increasing demand of providing Internet-based services over the mobile handsets has led to the transition from circuit-based 2G systems to packet-based network architectures in the emerging 3G systems. A major technical challenge for this paradigm shift is maintaining quality of services (QoS) for the existing data and voice and future Internet services such as streaming multimedia over such packet switching networks. This proje ....Quality of Service in 3G Wireless Systems with Hybrid Networks. The increasing demand of providing Internet-based services over the mobile handsets has led to the transition from circuit-based 2G systems to packet-based network architectures in the emerging 3G systems. A major technical challenge for this paradigm shift is maintaining quality of services (QoS) for the existing data and voice and future Internet services such as streaming multimedia over such packet switching networks. This project aims to investigate end-to-end QoS solutions in the 3G systems. Australian mobile Internet and voice carriers will significantly benefit from this technology.Read moreRead less
Next-generation spatial keyword search. Spatial keyword search is like a normal web search plus additional location information, which helps users to obtain a better ranking of results by considering the spatial proximity. The success of this project will deliver a next-generation spatial keyword search system that overcomes the severe usability limitations experienced by users today.
Enhancing computer user productivity of integrated enterprise wide systems: an intervention study. This project addresses a critical issue in IT investment and productivity. Current theoretical models of user training and acceptance have not contributed to the effectiveness of implementing new integrated enterprise wide systems. This study will identify key indiviudal differences that predict user motivation to learn and utilize such systems under mandatory conditions. A longitudinal study in ....Enhancing computer user productivity of integrated enterprise wide systems: an intervention study. This project addresses a critical issue in IT investment and productivity. Current theoretical models of user training and acceptance have not contributed to the effectiveness of implementing new integrated enterprise wide systems. This study will identify key indiviudal differences that predict user motivation to learn and utilize such systems under mandatory conditions. A longitudinal study in two field settings will test the impact of selected interventions on task performance following training. The outcomes will inform Australian industry on models of effective implementation and provide guidance to increase the productivity of personnel using software systems.Read moreRead less
Computational Methods for the Social Accounting of Teamwork. The cornerstone of the knowledge industries underlying the Australian economy is not just mechanical efficiency but also teamwork productivity. The increasing trend toward placing Australian employees nearer to their customers means that Australian companies face an even greater challenge in managing effective teamwork. This research examines the pragmatics and theoretical issues of developing computer-based systems that enable real-ti ....Computational Methods for the Social Accounting of Teamwork. The cornerstone of the knowledge industries underlying the Australian economy is not just mechanical efficiency but also teamwork productivity. The increasing trend toward placing Australian employees nearer to their customers means that Australian companies face an even greater challenge in managing effective teamwork. This research examines the pragmatics and theoretical issues of developing computer-based systems that enable real-time assessments of teamwork productivity. Automated assessments of how well relationships are progressing in teams will enable them to realise the same levels of productivity gains that automated workflow management has facilitated.Read moreRead less
Effects of prosthesis design on bone remodelling and longevity of dental restorations. The project targets both the 'Promoting and Maintaining Good Health' and 'Advanced Materials' designated research priority areas. The research will underpin Australia's leading role on some emerging interdisciplinary frontiers of biomechanics, biomaterials, health sciences and biomedical software. The development of computer aided clinical plan will help optimise dental restorations for 'long-term success'. Th ....Effects of prosthesis design on bone remodelling and longevity of dental restorations. The project targets both the 'Promoting and Maintaining Good Health' and 'Advanced Materials' designated research priority areas. The research will underpin Australia's leading role on some emerging interdisciplinary frontiers of biomechanics, biomaterials, health sciences and biomedical software. The development of computer aided clinical plan will help optimise dental restorations for 'long-term success'. The benefit will be to improve the ongoing performance and longevity of dental restoration, which complies with the highly demanding national goal of 'ageing well'. The study will also provide a new means to improve the therapy effect for many young Australians' effort towards a 'healthy start to their life'.Read moreRead less
Applying Method Engineering Techniques to the Construction of Agile Methodologies. Agile approaches to software development provide flexibility within the method but provide no assistance for improving the selected method. This second kind of flexibility is important to permit organizations to improve with time. To accomplish such improvement, a method engineering approach is proposed for agile method construction using the OPEN Process Framework, which consists of a metamodel and a collection ....Applying Method Engineering Techniques to the Construction of Agile Methodologies. Agile approaches to software development provide flexibility within the method but provide no assistance for improving the selected method. This second kind of flexibility is important to permit organizations to improve with time. To accomplish such improvement, a method engineering approach is proposed for agile method construction using the OPEN Process Framework, which consists of a metamodel and a collection of method components, stored in a repository. In collaboration with Eagle Datamation International, we will devise methods of constructing an agile method tailored to their business needs and then evaluate it in practice, monitoring as the method evolves and improves.Read moreRead less