Intelligent CRM through Conjoint Data Mining of Heterogeneous Sources. This project aims to investigate and develop techniques to improve customer relationship management (CRM) for public and private organisations. It aims to develop an intelligent framework to assist in adaptive marketing and management of customers. The framework is designed to manage multiple information resources for information sharing, and to synthesise knowledge through visualisation. Intended outcomes are standardised XM ....Intelligent CRM through Conjoint Data Mining of Heterogeneous Sources. This project aims to investigate and develop techniques to improve customer relationship management (CRM) for public and private organisations. It aims to develop an intelligent framework to assist in adaptive marketing and management of customers. The framework is designed to manage multiple information resources for information sharing, and to synthesise knowledge through visualisation. Intended outcomes are standardised XML profiles for the different data sets and business processes, novel techniques for conjoint mining of structured and semi-structured data, and adaptive business intelligence techniques. The results will be validated using large real-world data sets provided by the partner organisation.Read moreRead less
Prevention Of Complications In Type 2 Diabetes By Using ICT To Optimise Self-management
Funder
National Health and Medical Research Council
Funding Amount
$849,181.00
Summary
The impact of the diabetes epidemic on individuals and society is severe but can be reduced by improving diabetes self-management. Conducted in partnership with Diabetes Australia (Queensland, Victoria, WA) and Roche Diagnostics, this research will evaluate the 'real world' implementation of a telehealth program, already successfully trialled, which has the potential to provide a low cost and effective program to a large number of Australians with type 2 diabetes.
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE110100023
Funder
Australian Research Council
Funding Amount
$500,000.00
Summary
Integrated command and control facility for large-scale critical infrastructure management. This is a test bed facility for achieving sustainable operation of Australia's critical infrastructure, particularly at airports. The facility will enable an integrated and coordinated strategy to increase operational resilience while not losing sight of the complex nature and dynamic requirements of critical infrastructure management.
ARC Research Network in Enterprise Information Infrastructure. EII targets consolidated research towards the comprehensive development & establishment of advanced information infrastructures. Its prime purpose is to provide a forum for intellectual exchange by diverse yet complementary research groups, to address the fundamental research problems faced by scientific & business communities when dealing with deployment of information technology to globally distributed, and data intensive environme ....ARC Research Network in Enterprise Information Infrastructure. EII targets consolidated research towards the comprehensive development & establishment of advanced information infrastructures. Its prime purpose is to provide a forum for intellectual exchange by diverse yet complementary research groups, to address the fundamental research problems faced by scientific & business communities when dealing with deployment of information technology to globally distributed, and data intensive environments. EII will address 3 tightly coupled research themes: Ability to interoperate across existing heterogenous platforms & applications; Efficient processing of very large data sets; Technology adoption & impact. Generic results will be applicable to e-science and large business information systems installations.Read moreRead less
Multi-level analysis of human resource management systems on hospital outcomes. This project explores the relationships among human resource management systems, perceived organisational support, trust-in-management and commitment of healthcare workers. The fundamental aim is to assist hospital managers to determine where to direct their efforts to have maximum impact upon staff and hospital performance.
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE110100121
Funder
Australian Research Council
Funding Amount
$360,000.00
Summary
Three-dimensional super-resolution nanophotonic fabrication facility. This stimulated emission depletion microscopy nanophotonic fabrication facility will be the first nanophotonic fabrication facility that is able to achieve optical resolution far beyond the diffraction limit, which will facilitate breakthroughs in cutting-edge nanotechnology research areas.
Organisational change in healthcare: Determinants of effective clinical networks. This research will be internationally leading and place Australia at the forefront of research into organisational change in health care. Developing innovative health care organisational structures, such as clinical networks, has the potential to improve the effectiveness of health care and to reduce costs. Benefits for the community will flow from this project through informed decision making about the best ways t ....Organisational change in healthcare: Determinants of effective clinical networks. This research will be internationally leading and place Australia at the forefront of research into organisational change in health care. Developing innovative health care organisational structures, such as clinical networks, has the potential to improve the effectiveness of health care and to reduce costs. Benefits for the community will flow from this project through informed decision making about the best ways to bring about organisational change in health care. The results of this study will have immediate application to the organisational strategies of the Greater Metropolitan Clinical Taskforce and other national government health care agencies that implement organisational change through clinical networks. Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE160100199
Funder
Australian Research Council
Funding Amount
$367,900.00
Summary
Advanced Synthesis System for Two-Dimensional Nanomaterials. Advanced synthesis system for two-dimensional nanomaterials:
This project aims to establish the first synthesis facility in Australia for growing large-area and atomically thin two-dimensional (2-D) nanomaterials including graphene, boron nitride, metal dichalcogenides, metal oxide and nitride nanosheets. Such materials are emerging and innovative materials that possess many properties desirable for energy, electronic, biological, and ....Advanced Synthesis System for Two-Dimensional Nanomaterials. Advanced synthesis system for two-dimensional nanomaterials:
This project aims to establish the first synthesis facility in Australia for growing large-area and atomically thin two-dimensional (2-D) nanomaterials including graphene, boron nitride, metal dichalcogenides, metal oxide and nitride nanosheets. Such materials are emerging and innovative materials that possess many properties desirable for energy, electronic, biological, and environmental related applications. This facility is designed to underpin breakthrough science by providing high-quality large-sized materials to researchers for both fundamental and application research. This new synthesis capability would foster advances in the fundamental understanding of 2-D nanostructures and the development of devices with broad applications in energy conversion and storage, environmental protection, and life sciences.Read moreRead less
Smart micro learning with open education resources. This project aims to enhance personalised learning systems for mobile device users . Open online education is gaining in popularity with its ease of use. The project tackles the problems in relation to more and more popular mobile and ‘micro learning’, where people learn on the move and within small units of time. Ontology and machine learning technologies used in this project will help to optimise the offering of open education resources, by p ....Smart micro learning with open education resources. This project aims to enhance personalised learning systems for mobile device users . Open online education is gaining in popularity with its ease of use. The project tackles the problems in relation to more and more popular mobile and ‘micro learning’, where people learn on the move and within small units of time. Ontology and machine learning technologies used in this project will help to optimise the offering of open education resources, by providing solutions meeting each individual learner’s needs. The main outcome will consolidate a cloud based micro learning framework through integrating a group of novel algorithms.Read moreRead less
A safety-preserving ecosystem for autonomous driving. In this project, Macquarie University will collaborate with UTS and SilverQuest to develop an innovative safety-preserving ecosystem for autonomous driving. This system will not only be adopted by SilverQuest’s customers (automotive companies) to secure their latest autonomous driving models, but also be commercialised as a toolset that can be plugged into existing autonomous vehicles to detect and prevent malicious attacks on autonomous driv ....A safety-preserving ecosystem for autonomous driving. In this project, Macquarie University will collaborate with UTS and SilverQuest to develop an innovative safety-preserving ecosystem for autonomous driving. This system will not only be adopted by SilverQuest’s customers (automotive companies) to secure their latest autonomous driving models, but also be commercialised as a toolset that can be plugged into existing autonomous vehicles to detect and prevent malicious attacks on autonomous driving models. The project will lead to two innovations: in theory design an attack detection and prevention ecosystem for autonomous driving and in application implement a safety analysis toolset for industry-scale autonomous systems.Read moreRead less