Investment Approaches and Applications in Financial Markets: Evolutionary Kernel Based Subset Time-Series Using Semi-Parametric Approaches. The project will develop new investment assessments based on subset time-series modeling. Innovative evolutionary kernel smoothing algorithms using semi-parametric approaches will be introduced. The project will make three important applications of this modeling in financial markets: a) benchmarking and evaluation of inflation-indexed bonds; b) evaluation of ....Investment Approaches and Applications in Financial Markets: Evolutionary Kernel Based Subset Time-Series Using Semi-Parametric Approaches. The project will develop new investment assessments based on subset time-series modeling. Innovative evolutionary kernel smoothing algorithms using semi-parametric approaches will be introduced. The project will make three important applications of this modeling in financial markets: a) benchmarking and evaluation of inflation-indexed bonds; b) evaluation of the performance of global diversified investment funds; and c) prediction to provide early warning of the emergence of destabilising deflation or inflation. These three applications will lead to improved risk management practices and investment performance. Recursive algorithms will provide new statistical methods to study investment asset price movements and market volatility.
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Investment approaches and opportunities in renewable energy and financial resource markets, using semi-parametric approaches to evolutionary subset time-series lattice-ladder modelling. The project findings will help Australian exporters and importers understand and manage energy and resource price risks more effectively. The investment community will benefit through selecting optimal asset allocations and enhancing value to investors. It will also benefit many other agencies, particularly in th ....Investment approaches and opportunities in renewable energy and financial resource markets, using semi-parametric approaches to evolutionary subset time-series lattice-ladder modelling. The project findings will help Australian exporters and importers understand and manage energy and resource price risks more effectively. The investment community will benefit through selecting optimal asset allocations and enhancing value to investors. It will also benefit many other agencies, particularly in the service industries. It is not well recognised that in developed countries, including Australia, the financial service and related sectors account for more than 60 percent of economic activity and employment, so it is critical that more sophisticated statistical methods be established, and practical applications conducted, in order to advance the understanding of complexity management in the financial service and related sectors.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0989759
Funder
Australian Research Council
Funding Amount
$360,000.00
Summary
Australian Access to and Operation of Advanced Synchrotron Radiation Facilities at the Photon Factory. The primary national benefit of this application will be continued access by peer review for Australian scientists to the advanced synchrotron-radiation capabilities of the Australian National Beamline Facility and other complementary beamlines at the Photon Factory, Japan. This proposal is consistent with the National Research Priorities of An Environmentally Sustainable Australia, Promoting a ....Australian Access to and Operation of Advanced Synchrotron Radiation Facilities at the Photon Factory. The primary national benefit of this application will be continued access by peer review for Australian scientists to the advanced synchrotron-radiation capabilities of the Australian National Beamline Facility and other complementary beamlines at the Photon Factory, Japan. This proposal is consistent with the National Research Priorities of An Environmentally Sustainable Australia, Promoting and Maintaining Good Health and Frontier Technologies for Building and Transforming Australian Industries and will generate science to support and stimulate domestic industry, enhance the domestic knowledge base and international research profile, train students and future synchrotron scientists and foster domestic and international collaborations.Read moreRead less
Unifying Modern Approaches in Machine Learning. The proposed research will lead to better algorithms for some important machine learning problems that could lead to better tools for extracting useful knowledge from data such as in bioinformatics and sensor networks; it will strengthen an international collaboration with one of the world's top centres of machine learning research; it will contribute to an open source toolkit of machine learning algorithms which will put Australia on the map as a ....Unifying Modern Approaches in Machine Learning. The proposed research will lead to better algorithms for some important machine learning problems that could lead to better tools for extracting useful knowledge from data such as in bioinformatics and sensor networks; it will strengthen an international collaboration with one of the world's top centres of machine learning research; it will contribute to an open source toolkit of machine learning algorithms which will put Australia on the map as a provider of sophisticated machine learning software; it will provide training opportunities for several PhD students and a postdoc to work with some of the best machine learning researchers in the world.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0219038
Funder
Australian Research Council
Funding Amount
$320,000.00
Summary
Focused Ion Beam System for multidisciplinary applications. A Focused Ion Beam (FIB)system to be housed in a central facility and configured for maximum flexibility and utility over a very wide range of disciplines and applications. It will be used for micromachining and nanoscale fabrication, as an imaging device sensitive to crystal orientation and as a preparation device for scanning and transmission electron microscopy. It will support research including electronic and opto-electronic mater ....Focused Ion Beam System for multidisciplinary applications. A Focused Ion Beam (FIB)system to be housed in a central facility and configured for maximum flexibility and utility over a very wide range of disciplines and applications. It will be used for micromachining and nanoscale fabrication, as an imaging device sensitive to crystal orientation and as a preparation device for scanning and transmission electron microscopy. It will support research including electronic and opto-electronic materials, nanotechnology, complex mesoscale structures, earth sciences, small system optics, fracture behaviour of polymers and biocomposites.Read moreRead less
ARC Research Network for a Secure Australia. The Research Network for a Secure Australia (RNSA) is a multi-disciplinary collaboration established to strengthen Australia's research capacity for protecting critical infrastructure from natural or human-caused disasters including terrorist acts. The RNSA will facilitate a knowledge-sharing network for research organisations, government and the private sector to develop research tools and methods to mitigate emerging safety and security issues relat ....ARC Research Network for a Secure Australia. The Research Network for a Secure Australia (RNSA) is a multi-disciplinary collaboration established to strengthen Australia's research capacity for protecting critical infrastructure from natural or human-caused disasters including terrorist acts. The RNSA will facilitate a knowledge-sharing network for research organisations, government and the private sector to develop research tools and methods to mitigate emerging safety and security issues relating to critical infrastructure. World-leaders with extensive national and international linkages in relevant scientific, engineering and technological research will lead this collaboration. The RNSA will launch various activities to foster research collaboration and nurture young investigators.Read moreRead less
Special Research Initiatives - Grant ID: SR0354623
Funder
Australian Research Council
Funding Amount
$20,000.00
Summary
Network for Australian security technologies integration. The frontline of community safety is security technologies which include sensors to track movements and conversations of suspects; signal processing techniques for extracting information; intelligent search/audit techniques to track financial transactions; analysis techniques for predicting the spread of epidemic; and above all human factors in security operations. The aim of this initiative is to establish a network for "safeguarding Aus ....Network for Australian security technologies integration. The frontline of community safety is security technologies which include sensors to track movements and conversations of suspects; signal processing techniques for extracting information; intelligent search/audit techniques to track financial transactions; analysis techniques for predicting the spread of epidemic; and above all human factors in security operations. The aim of this initiative is to establish a network for "safeguarding Australia". This network, built on the concept of "network of networks", draws on the expertise of researchers and practitioners from diverse fields to provide an integrated approach towards development and use of security technologies for the safety of the community.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0667994
Funder
Australian Research Council
Funding Amount
$1,000,000.00
Summary
National Nanolithography Facility. Nanotechnology is expected to have a major impact on quality of life and global economy. It is predicted to generate revenues as big as the ICT sector in 20 years time. The National Nanolithography Facility will enhance the Australian capability in the field of nanoscale science and technology. This will enable Australian researchers to achieve major impacts in many areas of nanotechnology with a strong potential impact on industry sectors such as computers, ....National Nanolithography Facility. Nanotechnology is expected to have a major impact on quality of life and global economy. It is predicted to generate revenues as big as the ICT sector in 20 years time. The National Nanolithography Facility will enhance the Australian capability in the field of nanoscale science and technology. This will enable Australian researchers to achieve major impacts in many areas of nanotechnology with a strong potential impact on industry sectors such as computers, communications, defence, health, bio-security. This facility has the potential for developing new technologies of fundamental as well as applied interest.Read moreRead less
Molecular Fingerprinting: Forensic Spectroscopy of Trace Gases. Safeguarding Australia from terrorism, crime and invasive diseases is essential to securing our national infrastructure. This project will develop national capabilities in anticipating and responding to critical threats to society. The scientific instrumentation developed from this effort will enhance Australia's potential aid for early detection of explosive and chemical weaponry and also in the analysis of crime scenes. This rese ....Molecular Fingerprinting: Forensic Spectroscopy of Trace Gases. Safeguarding Australia from terrorism, crime and invasive diseases is essential to securing our national infrastructure. This project will develop national capabilities in anticipating and responding to critical threats to society. The scientific instrumentation developed from this effort will enhance Australia's potential aid for early detection of explosive and chemical weaponry and also in the analysis of crime scenes. This research will significantly improve our abilities to maintain the operational advantage of Australia's security agencies through superior capabilities in threat detection.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0882816
Funder
Australian Research Council
Funding Amount
$500,000.00
Summary
Micro and Nanostructure Optical Characterisation Facility. This facility will allow the carrying out of research in the area of micro and nanostructures which are of interest to Australian industry. Access to state of the art facilities will provide opportunities to train PhD students and post-doctoral fellows in the advanced science and technology fields of national and industrial interest. New technologies developed in this area have the potential to improve the quality of life, e.g. National ....Micro and Nanostructure Optical Characterisation Facility. This facility will allow the carrying out of research in the area of micro and nanostructures which are of interest to Australian industry. Access to state of the art facilities will provide opportunities to train PhD students and post-doctoral fellows in the advanced science and technology fields of national and industrial interest. New technologies developed in this area have the potential to improve the quality of life, e.g. National security, communications, health care.Read moreRead less