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
Art in conflict: transforming contemporary art at Australian War Memorial. This project aims to investigate conflicts and compromises arising within official schemes for commissioning Australian contemporary war art, in partnership with the Australian War Memorial (AWM). The AWM has built on its Official War Artist scheme to transform the commissioning of war art, engaging high profile contemporary artists to produce often challenging work. This project will focus on this important yet under-res ....Art in conflict: transforming contemporary art at Australian War Memorial. This project aims to investigate conflicts and compromises arising within official schemes for commissioning Australian contemporary war art, in partnership with the Australian War Memorial (AWM). The AWM has built on its Official War Artist scheme to transform the commissioning of war art, engaging high profile contemporary artists to produce often challenging work. This project will focus on this important yet under-researched national collection of art, placing it at the centre of current discussions around contemporary art and war. The project seeks to continue to transform the AWM’s curatorial approaches and build an enduring digital archive of analysis and interpretation.Read moreRead less
Non-urban water regulation: next generation compliance & enforcement . This project aims to develop the next generation of regulatory technology in non-urban water compliance and enforcement. Effective technologies are needed to make government regulation more efficient, reduce regulatory burdens and improve compliance with complex laws. This project delivers new ways to optimise regulatory technologies that drive innovation, reduce costs and enhance sustainable water use. Expected outcomes incl ....Non-urban water regulation: next generation compliance & enforcement . This project aims to develop the next generation of regulatory technology in non-urban water compliance and enforcement. Effective technologies are needed to make government regulation more efficient, reduce regulatory burdens and improve compliance with complex laws. This project delivers new ways to optimise regulatory technologies that drive innovation, reduce costs and enhance sustainable water use. Expected outcomes include regulatory guidance strategies and training, advances in applied regulatory theory, and innovative technology tools capturing the complexity of water regulation and supporting decision-making. This will provide public resource savings and ensure fairness and effectiveness of water compliance and enforcement.Read moreRead less
Photosynthetic traits as “key performance indicators” of coral health. The objective of this project is to advance knowledge on the healthy functioning of the coral–algal symbiosis, which defines the response of coral reef ecosystems to worldwide environmental change. Current approaches to address this problem have linked coral health to algal symbiont diversity but have been unable to resolve the fundamental symbiont functional traits that govern this link – the “key performance indicators (KPI ....Photosynthetic traits as “key performance indicators” of coral health. The objective of this project is to advance knowledge on the healthy functioning of the coral–algal symbiosis, which defines the response of coral reef ecosystems to worldwide environmental change. Current approaches to address this problem have linked coral health to algal symbiont diversity but have been unable to resolve the fundamental symbiont functional traits that govern this link – the “key performance indicators (KPIs)”. This project plans to couple advanced physiological and functional genomics techniques to transform our understanding of how algal symbiont metabolic KPIs regulate coral growth and stress susceptibility. This may provide new diagnostic capability for the assessment of coral health and may enable us to improve coral reef ecosystem management.Read moreRead less
memorySCAPE: the commemoration of war using a database narrative framework. This project aims to develop an innovative interactive war archive using an intelligent database narrative framework. The framework will be experimentally applied to transform the display of the Australian War Memorial’s Afghanistan collection. It aims to demonstrate how users can interactively organise, explore and interconnect a digital material related to the experiences of defence force personnel. The project is expe ....memorySCAPE: the commemoration of war using a database narrative framework. This project aims to develop an innovative interactive war archive using an intelligent database narrative framework. The framework will be experimentally applied to transform the display of the Australian War Memorial’s Afghanistan collection. It aims to demonstrate how users can interactively organise, explore and interconnect a digital material related to the experiences of defence force personnel. The project is expected to furnish the Australian War Memorial with a comprehensive legacy system for managing intelligent collections that can efficiently analyse, catalogue and deploy its Afghanistan material. It is also expected to reformulate commemoration as a dynamic dialogue between visitors and memorial archives. Read moreRead less
Banking System Competition and the Macro-economy. Australia has one of the most concentrated banking sectors in the world, generating concerns regarding its efficiency. This project aims to develop unified frameworks to understand and evaluate quantitatively how the structure of the banking industry affects the macro-economy and provide policy recommendations for establishing a healthy and efficient banking industry. This project expects to improve understanding of the welfare trade-off between ....Banking System Competition and the Macro-economy. Australia has one of the most concentrated banking sectors in the world, generating concerns regarding its efficiency. This project aims to develop unified frameworks to understand and evaluate quantitatively how the structure of the banking industry affects the macro-economy and provide policy recommendations for establishing a healthy and efficient banking industry. This project expects to improve understanding of the welfare trade-off between bank competition and economic well-being to enable policymakers to better determine the optimal concentration of banking sector in Australia. This will enhance the productivity and international competitiveness of Australia’s financial system and the broader economy.Read moreRead less
Innovative platforms for further enhancing security and durability of the Australian Polymer Banknote and other security documents. The polymer banknote is a symbol of world-leading Australian innovation and prosperity. The utility, durability and security of our banknotes underpins consumer confidence, economic stability and national security. Events of recent years, and opportunities and threats from rapid global information flow heighten the need to enhance and renew the many security feature ....Innovative platforms for further enhancing security and durability of the Australian Polymer Banknote and other security documents. The polymer banknote is a symbol of world-leading Australian innovation and prosperity. The utility, durability and security of our banknotes underpins consumer confidence, economic stability and national security. Events of recent years, and opportunities and threats from rapid global information flow heighten the need to enhance and renew the many security features incorporated in our currency. The novel, cost-effective security-feature technologies to be developed in this project will also contribute to increasing the substantial polymer banknote export market, enable further expansion into other, even more demanding, security documents such as passports, and provide a needed boost to our domestic manufacturing industries.Read moreRead less
Special Research Initiatives - Grant ID: SR0354738
Funder
Australian Research Council
Funding Amount
$10,000.00
Summary
Digital Endangered Cultural Materials Network: Working group on digital research methodologies for endangered ethnographic material of the Asia-Pacific region. The initiative aims to develop new synergies and improved methods to record, archive and give access to endangered cultural material by bringing together practitioners in information technology, field research and regional stakeholders. Through e-publication of our workshop results, the compilation of an online resource guide and provisio ....Digital Endangered Cultural Materials Network: Working group on digital research methodologies for endangered ethnographic material of the Asia-Pacific region. The initiative aims to develop new synergies and improved methods to record, archive and give access to endangered cultural material by bringing together practitioners in information technology, field research and regional stakeholders. Through e-publication of our workshop results, the compilation of an online resource guide and provision of working metadata model for networked digital media archives, we will promote the best existing tools and approaches for analysis of media content and develop new tools and approaches as required for practical outcomes.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0453247
Funder
Australian Research Council
Funding Amount
$205,800.00
Summary
Digital archiving equipment for PARADISEC research archive of Asia-Pacific region audio recordings. The project develops equipment, systems and procedures for cross-institutional digital preservation and sharing of Australian researchers' field recordings of endangered languages and musics of the Asia-Pacific area. Despite diversity of content, common needs exist for future management of our primary research data, not only in migration from analogue to digital recording formats but also in devel ....Digital archiving equipment for PARADISEC research archive of Asia-Pacific region audio recordings. The project develops equipment, systems and procedures for cross-institutional digital preservation and sharing of Australian researchers' field recordings of endangered languages and musics of the Asia-Pacific area. Despite diversity of content, common needs exist for future management of our primary research data, not only in migration from analogue to digital recording formats but also in developing research applications of emerging technologies for digital media indexing, transcription and analysis, as well as content management and remote access protocols. The results will lay the groundwork for a future national facility for regional research recordings and pioneer methodologies for non-bibliographic research information infrastructure.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0346848
Funder
Australian Research Council
Funding Amount
$268,000.00
Summary
Quadriga system for research archive of Asia-Pacific region audio recordings. The equipment allows state-of-the-art digitisation of researchers' field recordings of endangered languages and musics of the Asia-Pacific area. Significant and endangered analogue recordings will be prioritised. As well as preserving unique and valuable cultural materials in archival-standard digital formats, the system will provide CD-audio quality access copies for transcription, analysis and community access.