Stochastic analysis and the development and application of financial risk processes. Ensuring the stability of Australia's financial system requires an understanding of the complex financial instruments, strategies and technologies that have evolved in recent years. A strong well-integrated research effort in stochastic analysis with particular application to financial markets is fundamental for measuring and managing risk, to protect and preserve a well functioning system, and to inform policy ....Stochastic analysis and the development and application of financial risk processes. Ensuring the stability of Australia's financial system requires an understanding of the complex financial instruments, strategies and technologies that have evolved in recent years. A strong well-integrated research effort in stochastic analysis with particular application to financial markets is fundamental for measuring and managing risk, to protect and preserve a well functioning system, and to inform policy debate on financial strategies and insurance liabilities.
These challenges are global and require extensive international research collaboration and interaction. The present project will enhance Australia's contributions in this area and facilitate its global impact more than is possible through individual efforts.Read moreRead less
Feature Learning for High-dimensional Functional Time Series. This project aims to develop new methods and theories for common features on high-dimensional functional time series observed in empirical applications. The significance includes addressing a key gap in adaptive and efficient feature learning, improving forecasting accuracy and understanding forecasting-driven factors comprehensively for empirical data. Expected outcomes involve advances in big data theory and easy-to-implement algori ....Feature Learning for High-dimensional Functional Time Series. This project aims to develop new methods and theories for common features on high-dimensional functional time series observed in empirical applications. The significance includes addressing a key gap in adaptive and efficient feature learning, improving forecasting accuracy and understanding forecasting-driven factors comprehensively for empirical data. Expected outcomes involve advances in big data theory and easy-to-implement algorithms for applied researchers. This project benefits not only advanced manufacturing by finding optimal stopping time for wood panel compression, but also superior forecasting for mortality in demography, climate data in environmental science, asset returns in finance, and electricity consumption in economics. Read moreRead less
Sparse grid approximations and fitting using generalised combination techniques. Sparse grid techniques provide an effective tool to deal with the
computational curse of dimensionality which is a constant challenge in
modelling complex data. The proposed research is aimed at the
development and analysis of algorithms for data fitting with sparse
grids using variants of the combination technique. The outcome of the
research is a theory which will provide insights in the applicability,
limit ....Sparse grid approximations and fitting using generalised combination techniques. Sparse grid techniques provide an effective tool to deal with the
computational curse of dimensionality which is a constant challenge in
modelling complex data. The proposed research is aimed at the
development and analysis of algorithms for data fitting with sparse
grids using variants of the combination technique. The outcome of the
research is a theory which will provide insights in the applicability,
limitations and the convergence properties of the proposed
algorithms. The outcomes will be widely applicable in modelling of
large scale and complex data as is encountered in areas of
bioinformatics, physics and experimental studies of complex systems.
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Authenticity: Globalisation and Indigenous Culture. Who speaks for the Fourth World? Why is there an obsession with 'authenticity' whenever Indigenous people are being discussed? This study explores those questions by examining a combination of sources, ranging from international museum collections to the advertising campaigns of multinational companies; from literature to the cultural festivals of the Olympic Games. The research is original, comparative, empirical. It explores the intersectio ....Authenticity: Globalisation and Indigenous Culture. Who speaks for the Fourth World? Why is there an obsession with 'authenticity' whenever Indigenous people are being discussed? This study explores those questions by examining a combination of sources, ranging from international museum collections to the advertising campaigns of multinational companies; from literature to the cultural festivals of the Olympic Games. The research is original, comparative, empirical. It explores the intersections between postcolonial and cultural studies to speak -- not for Indigenous peoples -- but to the non-Indigenous representation of First Nations. Why? Because this provides key insights into the future of race relations in western democracies.Read moreRead less
Wild Man from Borneo: species, race, representation. This project addresses the representation of species boundaries in Western accounts of the orangutan in the 19th and 20th centuries. Darwinian theory raised the possibility that animals could ?evolve?. Orangutans seemed ?closest? to humans and therefore raised key questions about the border between humans and animals. These questions were addressed in a vast range of scientific, popular, imaginative and juvenile literature. Even when ecolo ....Wild Man from Borneo: species, race, representation. This project addresses the representation of species boundaries in Western accounts of the orangutan in the 19th and 20th centuries. Darwinian theory raised the possibility that animals could ?evolve?. Orangutans seemed ?closest? to humans and therefore raised key questions about the border between humans and animals. These questions were addressed in a vast range of scientific, popular, imaginative and juvenile literature. Even when ecological models of the environment shifted attention from evolutionary potential to ecological role, orangutans retained a special status as ?sentinel? species. This project will produce a monograph examining the construction, maintenance and erosion of ideas of species boundaries.Read moreRead less
Mobile Indonesians: social differentiation and digital literacies in the twenty first century. This is the first dedicated study of the social implications of mobile telephony's recent and rapid popularisation throughout the country. This project will study metropolitan, urban and rural users to understand how mobile phones create the new and unexpected social networks which will shape tomorrow's Indonesians.
Valuing News: Aligning Individual, Institutional and Societal Perspectives. This project aims to identify the links between the preparedness of individuals to pay for news, the value of news brands and organisational cultures of news publishers, and the social value of news in promoting a democratic public sphere. Its significance arises with the ongoing crisis of news media business models, which is raising new questions about the future of journalism, and the changing role of governments worl ....Valuing News: Aligning Individual, Institutional and Societal Perspectives. This project aims to identify the links between the preparedness of individuals to pay for news, the value of news brands and organisational cultures of news publishers, and the social value of news in promoting a democratic public sphere. Its significance arises with the ongoing crisis of news media business models, which is raising new questions about the future of journalism, and the changing role of governments worldwide in financing news production. Its expected outcomes include advancing debates about how to support public interest journalism, and the value of news as both a commodity and a public good. It will be of benefit to industry, policymakers and the community in addressing the prospects for Australian journalism. Read moreRead less
Anglos Abroad: Memoirs of Immersion in a Foreign Language and Culture. A study of Anglophone narratives of language immersion offers a significant intellectual resource for thinking about ways in which Australian non-immigrant selves are shaped by culture and language: an issue with important implications for just practises within a wide range of national institutions and agencies, including education, immigration and social work. It thus contributes to the priority goal of strengthening Austral ....Anglos Abroad: Memoirs of Immersion in a Foreign Language and Culture. A study of Anglophone narratives of language immersion offers a significant intellectual resource for thinking about ways in which Australian non-immigrant selves are shaped by culture and language: an issue with important implications for just practises within a wide range of national institutions and agencies, including education, immigration and social work. It thus contributes to the priority goal of strengthening Australia's social and economic fabric (Research Priority 2). It also contributes to enhancing our capacity to interpret and engage with our region and the world through a greater understanding of other languages and cultures (Research Priority 4).Read moreRead less
When Your Face is Your ID: Public Responses to Automated Facial Recognition. This project would explore public attitudes toward the use of facial recognition technology in public and commercial spaces, schools, and workplaces with a national survey, focus group interviews, and four case studies. The project aims to generate new knowledge about public attitudes through a multi-method interdisciplinary approach that anticipates the future of the technology by studying its use in China. Expected ou ....When Your Face is Your ID: Public Responses to Automated Facial Recognition. This project would explore public attitudes toward the use of facial recognition technology in public and commercial spaces, schools, and workplaces with a national survey, focus group interviews, and four case studies. The project aims to generate new knowledge about public attitudes through a multi-method interdisciplinary approach that anticipates the future of the technology by studying its use in China. Expected outcomes include public reports on the survey and case studies, seven academic journal articles, and a book. The research would provide significant benefits by contributing new knowledge about how to implement the technology in accordance with Australian commitments to civil rights, ethics and democratic values.
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The sexual cultures of Thai men; implications for Australia's international HIV/AIDS strategy. This project contributes to safeguarding Australia's national interests by supporting the implementation of AusAID's international HIV/AIDS strategy laid out in the policy document 'Meeting the Challenge: Australia's International HIV/AIDS Strategy' (2004). This project directly addresses research priorities identified in the analytical report for the White Paper on Australia's AID program, 'HIV/AIDS i ....The sexual cultures of Thai men; implications for Australia's international HIV/AIDS strategy. This project contributes to safeguarding Australia's national interests by supporting the implementation of AusAID's international HIV/AIDS strategy laid out in the policy document 'Meeting the Challenge: Australia's International HIV/AIDS Strategy' (2004). This project directly addresses research priorities identified in the analytical report for the White Paper on Australia's AID program, 'HIV/AIDS in the Asia Pacific Region' (AusAID 2005): (1) the cultural, economic, and political dynamics driving the HIV epidemic in Asia; (2) the nexus between HIV/AIDS, economic activity, and development; and (3) the Asian experience of feminisation and gender impacts as factors in the epidemic HIV in the region.Read moreRead less