Exploiting Database Technologies for the Visualization and Analysis of Measured and Simulated Plant Structures in Bioinformatics. The project will contribute to both bioinformatics and database research at both the national and international levels, although this project is specifically focusing on plant architecture but it has great potential other fields such as solving computationally difficult problems of branching in nature such as DNA and crystal related research. The results of this resea ....Exploiting Database Technologies for the Visualization and Analysis of Measured and Simulated Plant Structures in Bioinformatics. The project will contribute to both bioinformatics and database research at both the national and international levels, although this project is specifically focusing on plant architecture but it has great potential other fields such as solving computationally difficult problems of branching in nature such as DNA and crystal related research. The results of this research can be applied to all kinds of plants such as rice, cotton, rose etc.Read moreRead less
Improved Monte Carlo Methods for Estimation, Optimisation and Counting. The project will benefit the Australian society by building the theoretical and methodological foundations for the next generation of Monte Carlo techniques. The advancement of the knowledge in this area will provide important tools for solving complex estimation, optimisation and counting problems in engineering, statistics, computer science, mathematics and the physical and life sciences. As a result it will generate a com ....Improved Monte Carlo Methods for Estimation, Optimisation and Counting. The project will benefit the Australian society by building the theoretical and methodological foundations for the next generation of Monte Carlo techniques. The advancement of the knowledge in this area will provide important tools for solving complex estimation, optimisation and counting problems in engineering, statistics, computer science, mathematics and the physical and life sciences. As a result it will generate a competitive advantage for various sections of the Australian industry, including telecommunications, biotechnology and finance. The project will enable Australian researchers to continue to work at the forefront of this fast moving and exciting area of international research.Read moreRead less
A Framework for Adaptive Extensible Personae for Interactive Toys. This project will be of benefit in that it will facilitate the development of quality toys, based on sound psychological foundations. These toys will have a long life since they can be extended over time, growing with the child. There is also potential to be used for children with psychological difficulties, and applications in health and aged-care. This project will provide opportunities for Australian business, and will also h ....A Framework for Adaptive Extensible Personae for Interactive Toys. This project will be of benefit in that it will facilitate the development of quality toys, based on sound psychological foundations. These toys will have a long life since they can be extended over time, growing with the child. There is also potential to be used for children with psychological difficulties, and applications in health and aged-care. This project will provide opportunities for Australian business, and will also help to keep Australia at the forefront in the area of intelligent agent technology. It is an example of a project that helps create a culture of innovation in Australian industry.Read moreRead less
Investigating a classroom simulation designed to support pre-service teacher decision making in planning and implementing literacy teaching. This project investigates teacher mentor and preservice teacher participation in an online simulation of the teaching of literacy in junior primary classrooms. It will investigate how simulation can support preservice teachers to make complex sequences of decisions about the use of language and learning resources, teaching strategies and behaviour managemen ....Investigating a classroom simulation designed to support pre-service teacher decision making in planning and implementing literacy teaching. This project investigates teacher mentor and preservice teacher participation in an online simulation of the teaching of literacy in junior primary classrooms. It will investigate how simulation can support preservice teachers to make complex sequences of decisions about the use of language and learning resources, teaching strategies and behaviour management strategies for a class of virtual students. The simulation will employ embedded cognitive tools to support teacher decision making. Once effective simulation learning of teacher performance is achieved, it will investigate the transfer of these skill to the real classrooms.Read moreRead less
Integrating Database Technologies and Visual Analysis in Bioinformatics for Genome Data. Solving modern biological problems, especially those involving genome data, requires advanced computational and analytical methods. The huge quantities of data and escalating demands of modern biological research increasingly require the sophistication and power of object-relational database tools. Key techniques include relational data management, pattern recognition, data mining and visualization of biolog ....Integrating Database Technologies and Visual Analysis in Bioinformatics for Genome Data. Solving modern biological problems, especially those involving genome data, requires advanced computational and analytical methods. The huge quantities of data and escalating demands of modern biological research increasingly require the sophistication and power of object-relational database tools. Key techniques include relational data management, pattern recognition, data mining and visualization of biological data. In this project we will develop efficient methodologies and data structures for gathering high-quality approximations of full genomic information, and will use these innovations as the foundation to develop novel, practical tools for clustering and visualization in genomic data mining and database management.
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Accurate Performance Modelling and Prediction of Cluster Computers. The tools, methodologies and data produced by this project will assist
Australian academic and industrial organisations in choosing the most
cost-effective cluster configurations for their specific high
performance computing requirements. It will also help an Australian
company to compete with increasing strength against the major
multinationals. The project will also draw together and promote future
research links between ....Accurate Performance Modelling and Prediction of Cluster Computers. The tools, methodologies and data produced by this project will assist
Australian academic and industrial organisations in choosing the most
cost-effective cluster configurations for their specific high
performance computing requirements. It will also help an Australian
company to compete with increasing strength against the major
multinationals. The project will also draw together and promote future
research links between two major academic institutions in this field.
Finally, the project will provide high-level training in research,
with industrial grounding, in the high performance computing industry.
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Multiscale stochastic modelling of genetic regulatory mechanisms. The completion of the human genome marked the culmination of one hundred years of reductionist science in cell biology. Although further bioinformatics analysis will continue, the focus is shifting towards synthesis and understanding how the regulatory genetic components dynamically interact to form functional phenotypes. The key to this is the understanding of the roles of stochasticity in cellular processes. This project will ex ....Multiscale stochastic modelling of genetic regulatory mechanisms. The completion of the human genome marked the culmination of one hundred years of reductionist science in cell biology. Although further bioinformatics analysis will continue, the focus is shifting towards synthesis and understanding how the regulatory genetic components dynamically interact to form functional phenotypes. The key to this is the understanding of the roles of stochasticity in cellular processes. This project will explore these roles and will develop an integrated complex systems modelling, simulation and visualisation framework for exploring and validating genetic regulatory models in general. This will be used on an exemplar application for understanding the induction process in lambda phage.Read moreRead less
Application of 3D Modelling to Mineral Exploration Under Cover: an Example from the Woods Point Region, Victoria. This project aims to develop and test cost-effective tools in understanding and exploring for buried mineral deposits. We will apply our research via a) constructing three-dimensional models to analyse, characterise and compare ore system geometries, b) constraining structural controls that lead to mineralisation in a variety of settings, c) development and testing of fluid properti ....Application of 3D Modelling to Mineral Exploration Under Cover: an Example from the Woods Point Region, Victoria. This project aims to develop and test cost-effective tools in understanding and exploring for buried mineral deposits. We will apply our research via a) constructing three-dimensional models to analyse, characterise and compare ore system geometries, b) constraining structural controls that lead to mineralisation in a variety of settings, c) development and testing of fluid properties, and d) integration of geological, structural and geochemical datasets to predict favourable sites for gold mineralisation. This project will result in a greatly improved understanding of the formation of a range of gold deposit styles, and further strategic alliances between Monash University, the Geological Survey of Victoria and exploration companies.Read moreRead less
Intelligent Model Checking. Real-world systems are typically so complex that software engineers require specialised CAD tools to debug and verify a design. Model checking is a formal method that is used extensively for this purpose, particularly for mission-critical systems. In this work, a new kind of verifying tool, based on model checking, is developed. This new model checker is intelligent because a heuristic search is integrated into the underlying formalism. It is not exhaustive, and is mo ....Intelligent Model Checking. Real-world systems are typically so complex that software engineers require specialised CAD tools to debug and verify a design. Model checking is a formal method that is used extensively for this purpose, particularly for mission-critical systems. In this work, a new kind of verifying tool, based on model checking, is developed. This new model checker is intelligent because a heuristic search is integrated into the underlying formalism. It is not exhaustive, and is more efficient than a traditional model checker during the design phase because it does only a minimum amount of work in its search for a fault.Read moreRead less
Scenario driven management in a network environment. Scenario planning is the process of identifying plausible futures and their inherent risks. The organisation, the network within which it is embedded, and the environment in which the network operates, form a complex system of non-linear, dynamic, interrelationships. This project will develop a continuous process of scenario planning, capturing learning about the future as it emerges. The project fuses the use of agents for intelligent data co ....Scenario driven management in a network environment. Scenario planning is the process of identifying plausible futures and their inherent risks. The organisation, the network within which it is embedded, and the environment in which the network operates, form a complex system of non-linear, dynamic, interrelationships. This project will develop a continuous process of scenario planning, capturing learning about the future as it emerges. The project fuses the use of agents for intelligent data collection and negotiation with agent-based modelling to build powerful network-based scenario modelling systems for commercial applications. This outcome will place Australia on the frontier of smart information use.Read moreRead less