To step-in or to stand-by: Third party responses to abusive supervision. Abusive supervision is costly in Australian organisations. Little is known about the experiences of third parties who are not direct targets of abuse. Indeed, a large percentage of supervisor abuse that is witnessed goes unreported. Using a multi-method approach, this project develops and tests a model that explains third party responses to supervisor abuse. In addition to advancing theory, an evidence-based intervention (i ....To step-in or to stand-by: Third party responses to abusive supervision. Abusive supervision is costly in Australian organisations. Little is known about the experiences of third parties who are not direct targets of abuse. Indeed, a large percentage of supervisor abuse that is witnessed goes unreported. Using a multi-method approach, this project develops and tests a model that explains third party responses to supervisor abuse. In addition to advancing theory, an evidence-based intervention (including an action tool kit) is developed to empower third parties to combat supervisor abuse by engaging in constructive action. Overall, research outcomes will aim to provide actionable insights into what organisations can do to encourage their employees to take a proactive stance against abusive supervision.Read moreRead less
Strengthening Australia’s science workforce. This project aims to study why science, technology, engineering and math (STEM) employees stay or leave jobs. There is a strong economic imperative to retain STEM employees. The Australian Government invests heavily in building the supply of STEM graduates, but STEM workers often leave STEM occupations. This project will use a job embeddedness perspective to clarify why these employees stay or leave. Expected project outputs include an evidence-based ....Strengthening Australia’s science workforce. This project aims to study why science, technology, engineering and math (STEM) employees stay or leave jobs. There is a strong economic imperative to retain STEM employees. The Australian Government invests heavily in building the supply of STEM graduates, but STEM workers often leave STEM occupations. This project will use a job embeddedness perspective to clarify why these employees stay or leave. Expected project outputs include an evidence-based toolkit, online masterclass and an online community of practice to contribute to strengthening Australia’s science and innovation capacity.Read moreRead less
A History of Foreign Multinational Enterprises in Australia from Federation. We aim to deliver the first history of foreign multinational firms in twentieth-century Australia, connecting to, and enhancing, a rich overseas literature on global business. Foreign corporations have played a critical but poorly understood role here with public and policy opinions polarised between approval for new investment, job creation and innovation against concern for their impact on tax revenue, competition, an ....A History of Foreign Multinational Enterprises in Australia from Federation. We aim to deliver the first history of foreign multinational firms in twentieth-century Australia, connecting to, and enhancing, a rich overseas literature on global business. Foreign corporations have played a critical but poorly understood role here with public and policy opinions polarised between approval for new investment, job creation and innovation against concern for their impact on tax revenue, competition, and economic policy. Through a closer, long term understanding of multinationals – their magnitude, motives to settle here, corporate structures, and adaptation to local conditions – our findings will inform public debate and policy about the roles of foreign investment and foreign enterprises in the Australian economy today.Read moreRead less
Nonlinear Signal Processing: Optimisation and Tracking on Manifolds. Most hi-tech electronic devices must process signals. A mobile phone, for example, must encode, transmit, decode and receive voice signals. This project will use specialised mathematical theories applied in novel ways to advance the theoretical foundations of signal processing and develop better signal processing algorithms for practical applications. Companies with access to better signal processing algorithms have an edge ov ....Nonlinear Signal Processing: Optimisation and Tracking on Manifolds. Most hi-tech electronic devices must process signals. A mobile phone, for example, must encode, transmit, decode and receive voice signals. This project will use specialised mathematical theories applied in novel ways to advance the theoretical foundations of signal processing and develop better signal processing algorithms for practical applications. Companies with access to better signal processing algorithms have an edge over their competitors, and consumers benefit too from better and more advanced products.Read moreRead less
The reformulation of landscape as a user-generated interactive aesthetic. This project seeks to provide Australia with an opportunity to advance its understanding of landscape and climate change by building the world's first networked landscape visualisation system.
Finding and exploiting interesting paths in multidimensional information spaces. This project will invent a new approach for searching within a large complex information space, finding interesting paths between points within the space, visualising the results, and supporting rich, human-centric user interaction with queries and results. This project will embody these techniques in a novel, internet-scale framework to support rapid development of large path search and visualisation applications. ....Finding and exploiting interesting paths in multidimensional information spaces. This project will invent a new approach for searching within a large complex information space, finding interesting paths between points within the space, visualising the results, and supporting rich, human-centric user interaction with queries and results. This project will embody these techniques in a novel, internet-scale framework to support rapid development of large path search and visualisation applications. Evaluation will be via development of several exemplar applications. The techniques and framework will be applicable to a broad range of economically important problems in areas as diverse as health, travel, scientific publication search, product marketing and software engineering.Read moreRead less
Applying advanced synchrotron radiation-based techniques to determine the connection between the geometric and electronic structure of semiconductor nanocrystals. As the dimensions of nanocrystals become small unique optical and electronic properties are observed, forming the basis of many new technologies. The properties of interest depend on the fine-scale, local details of the nanocrystal structure, which may differ considerably from bulk-like. Advanced synchrotron radiation techniques wil ....Applying advanced synchrotron radiation-based techniques to determine the connection between the geometric and electronic structure of semiconductor nanocrystals. As the dimensions of nanocrystals become small unique optical and electronic properties are observed, forming the basis of many new technologies. The properties of interest depend on the fine-scale, local details of the nanocrystal structure, which may differ considerably from bulk-like. Advanced synchrotron radiation techniques will be used to investigate the relationship between the local geometric and electronic structure of semiconductor nanocrystals. Insight will be provided to their formation and stability, and the important mechanisms of their unique optical and electronic properties will be identified. Such fundamental information is necessary to facilitate innovative application of future nanocrystal technology.Read moreRead less
On effectively modelling and efficiently discovering communities from large networks. Finding and maintaining close communities from very large scale, dynamically changing networks is interesting and challenging. This project aims to develop new techniques to identify such communities as fast as possible through exploiting the rich semantics and individual relationships within the communities.
Semantic Vectorisation: From Bitmaps to Intelligent Representations. The objective of this innovative project is to provide a solution to the open question of representing natural images by semantically rich vector graphics. The challenges are to identify key visual and temporal elements for images and videos, and efficiently decompose the visual data into semantic vector representations that are faithful to original data, compact and editable. The project aims to investigate new bitmap-to-vecto ....Semantic Vectorisation: From Bitmaps to Intelligent Representations. The objective of this innovative project is to provide a solution to the open question of representing natural images by semantically rich vector graphics. The challenges are to identify key visual and temporal elements for images and videos, and efficiently decompose the visual data into semantic vector representations that are faithful to original data, compact and editable. The project aims to investigate new bitmap-to-vector conversion methods. It is expected to develop a framework where semantic labels and hyperlinks can be embedded in visual data automatically. It hopes to pioneer the creation of a web of images where the links are on image/video regions. New image simplification, stylisation, and non-photorealistic rendering methods are expected to be provided.Read moreRead less
Adaptive modelling of human responses in complex interaction. This project aims to combine strengths of human cognition and evolutionary computing to efficiently solve problems which neither can do alone. The project will develop techniques combining advanced non-intrusive sensor measures of behaviour and emotional reaction in interaction tasks to enable high level computer support for human goal seeking, in complex data and design environments. This project will allow non-expert users to use to ....Adaptive modelling of human responses in complex interaction. This project aims to combine strengths of human cognition and evolutionary computing to efficiently solve problems which neither can do alone. The project will develop techniques combining advanced non-intrusive sensor measures of behaviour and emotional reaction in interaction tasks to enable high level computer support for human goal seeking, in complex data and design environments. This project will allow non-expert users to use tools normally requiring extensive training in settings where the user can 'see' when they get something they like but do not know how to instruct a computer system to show or do it. Applications of the project will include visualisation for bespoke manufacturing or for high dimensional data, generating abstract art, or improving teleconferencing systems.Read moreRead less