ARC Centre of Excellence for Robotic Vision. Robots are vital to Australia's future prosperity in the face of high relative wages, low or decreasing productivity, and impending labour shortages. However the work and workplaces of our most important industries are unstructured and changeable and current robots are challenged by their inability to quickly, safely and reliably "see" and "understand" what is around them. The Centre's research will create the fundamental science and technologies th ....ARC Centre of Excellence for Robotic Vision. Robots are vital to Australia's future prosperity in the face of high relative wages, low or decreasing productivity, and impending labour shortages. However the work and workplaces of our most important industries are unstructured and changeable and current robots are challenged by their inability to quickly, safely and reliably "see" and "understand" what is around them. The Centre's research will create the fundamental science and technologies that will allow robots to see as we do, and overcome the last barrier to the ubiquitous deployment of robots into society for the benefit of all.Read moreRead less
SenShaMart: A Trusted Internet of Things Marketplace for Sensor Sharing. This project aims to devise a novel Internet of Things (IoT) sensor sharing marketplace that permits IoT applications to discover, integrate, and pay for any IoT sensor data that is made available by other parties. The project will devise highly-scalable sensor classification, query processing, and transactions solutions and incorporate them in a pair of novel blockchains that work in tandem to securely manage all the infor ....SenShaMart: A Trusted Internet of Things Marketplace for Sensor Sharing. This project aims to devise a novel Internet of Things (IoT) sensor sharing marketplace that permits IoT applications to discover, integrate, and pay for any IoT sensor data that is made available by other parties. The project will devise highly-scalable sensor classification, query processing, and transactions solutions and incorporate them in a pair of novel blockchains that work in tandem to securely manage all the information and contracts needed by IoT applications to discover, integrate, pay, and use sensors provided by another parties. These IoT advancements will provide significant economic, environmental, and social benefits via making low-cost and immediate sensing available across the world.Read moreRead less
Privacy-preserving data processing on the cloud. This project aims to address the current lack of privacy of user data processed by common cloud computing web servers, including email, business data, and confidential files. This project aims to develop new techniques in cryptography. The anticipated outcome is a suite of practical tools enabling common cloud computing processing operations such as search, statistical analysis, and multi-user access control, to be performed efficiently while pres ....Privacy-preserving data processing on the cloud. This project aims to address the current lack of privacy of user data processed by common cloud computing web servers, including email, business data, and confidential files. This project aims to develop new techniques in cryptography. The anticipated outcome is a suite of practical tools enabling common cloud computing processing operations such as search, statistical analysis, and multi-user access control, to be performed efficiently while preserving the data privacy. These tools should provide significant benefits to the privacy of cloud users, as well as financial and reputation benefits to the IT industry, by significantly reducing the likelihood of massive user data privacy breaches in the event of a cyber-hacking attack on the cloud server.Read moreRead less
Diagnosis and prediction of business process deviances. This project aims to develop an innovative approach based on process execution semantics, to analyse event data logged by IT systems in order to diagnose and predict business process deviance. Anticipated outcomes include novel business intelligence algorithms producing deviance diagnostics, predictions and recommendations and exposing results via interactive visual analytics. The outcomes are expected to aid process workers in steering bus ....Diagnosis and prediction of business process deviances. This project aims to develop an innovative approach based on process execution semantics, to analyse event data logged by IT systems in order to diagnose and predict business process deviance. Anticipated outcomes include novel business intelligence algorithms producing deviance diagnostics, predictions and recommendations and exposing results via interactive visual analytics. The outcomes are expected to aid process workers in steering business operations towards consistent and compliant outcomes and higher performance, and assist analysts and auditors to explain deviant operations. This should significantly benefit industries such as healthcare, insurance, retail and the government where compliance and integrity management are imperative.Read moreRead less
Improved Businesss Decision-Making via Liquid Process Model Collections. This project aims to develop an innovative approach to create and update as necessary the large collection of business process models that represent a complex organisation, so that this collection captures the actual way in which the organisation performs its business processes. Deploying theoretical, conceptual and empirical research, this project aims to capitalise on the value hidden in large process data, as recorded in ....Improved Businesss Decision-Making via Liquid Process Model Collections. This project aims to develop an innovative approach to create and update as necessary the large collection of business process models that represent a complex organisation, so that this collection captures the actual way in which the organisation performs its business processes. Deploying theoretical, conceptual and empirical research, this project aims to capitalise on the value hidden in large process data, as recorded in event logs. The approach is intended to be implemented in an open-source technology to facilitate advanced investigations and predictions that can ultimately lead to better strategic decision-making. This technology also has the potential to become a research-enabling tool for the large research community in business process management.Read moreRead less
Legacy2Service: A Novel, Model-Driven Technique for Re-engineering On-Demand, Software Services out of Legacy Applications. The proliferation of software-as-a-service applications from "dotcom" players is raising expectations that other industries will make their critical desktop and mainframe software available as web-enabled software-as-a-service and mobile "apps". However, manually re-engineering legacy software is notoriously costly and frequently unsuccessful. This project will make it easi ....Legacy2Service: A Novel, Model-Driven Technique for Re-engineering On-Demand, Software Services out of Legacy Applications. The proliferation of software-as-a-service applications from "dotcom" players is raising expectations that other industries will make their critical desktop and mainframe software available as web-enabled software-as-a-service and mobile "apps". However, manually re-engineering legacy software is notoriously costly and frequently unsuccessful. This project will make it easier and quicker to turn stand-alone programs into online services by automating much of the process. Specifically, it will develop tools: for analysing program code to identify points to implement service interfaces; for displaying existing and new code dependencies visually; and, to help design and implement new software layers that link legacy services to the web.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE210100205
Funder
Australian Research Council
Funding Amount
$367,000.00
Summary
Searching for Life on Mars on Earth. Australia continues to play a world-leading role in researching planetary habitability. This project will deliver the most comprehensive investigation of Earth’s oldest known river/lake deposits, uniquely preserved in 2.8 billion-year-old rocks in Western Australia. Using the candidate’s expertise in field investigation in combination with a cutting-edge analytical approach, the project will produce a detailed reconstruction of the ancient lake environment. S ....Searching for Life on Mars on Earth. Australia continues to play a world-leading role in researching planetary habitability. This project will deliver the most comprehensive investigation of Earth’s oldest known river/lake deposits, uniquely preserved in 2.8 billion-year-old rocks in Western Australia. Using the candidate’s expertise in field investigation in combination with a cutting-edge analytical approach, the project will produce a detailed reconstruction of the ancient lake environment. Similar settings will be explored by NASA's upcoming Mars 2020 rover mission at it's landing site in Jezero Crater. Mission data will be analysed by the candidate, who will guide the selection of samples and address the overarching question of whether microbal life ever existed on Mars.Read moreRead less
Cooperation and reciprocity at the local scale enabled by social and mobile technologies: an empirically derived theoretical framework. The project aims to build new theories, design tools and social and mobile information technologies to support sharing of resources in local communities. Designs developed through agile software development will be built in communities to support new forms of community communication, agile ride sharing and distributed energy generation and use.
Earth soundscapes: A human-computer approach to environmental sound analysis. This project aims to visualise and analyse big sound data, to detect patterns of animal and bird calls at different temporal and spatial scales. Eco-acoustics are important for scaling environmental monitoring; since the resulting big sound data is opaque and its fully automated analysis is intractable, human-computer methods are needed to interpret the data. The project expects to deliver multi-scale sound visualisati ....Earth soundscapes: A human-computer approach to environmental sound analysis. This project aims to visualise and analyse big sound data, to detect patterns of animal and bird calls at different temporal and spatial scales. Eco-acoustics are important for scaling environmental monitoring; since the resulting big sound data is opaque and its fully automated analysis is intractable, human-computer methods are needed to interpret the data. The project expects to deliver multi-scale sound visualisation, end-user analytic tools and annotation and management methods so people can monitor the environment with insight and accuracy.Read moreRead less
Ambient nature network: new technologies to connect people to nature. This project aims to reconnect people with nature through new technology. Events in nature occur at times, places and scales that are hard to witness, leading to human disconnection from nature. This project proposes to address this issue by researching and designing new low-cost devices that combine environmental sensors with new interfaces to reveal local nature in parks and gardens in calm, engaging ways within and between ....Ambient nature network: new technologies to connect people to nature. This project aims to reconnect people with nature through new technology. Events in nature occur at times, places and scales that are hard to witness, leading to human disconnection from nature. This project proposes to address this issue by researching and designing new low-cost devices that combine environmental sensors with new interfaces to reveal local nature in parks and gardens in calm, engaging ways within and between homes in medium and high density environments. Outcomes will include new connected devices, playful interfaces and social sharing mechanisms, an evaluation with local groups, and a new theory of technology supported human-nature interaction. Benefits will include better community connection to nature, engagement in local citizen science, environmental initiatives and novel monitoring services and products.Read moreRead less