Stochastic majorization--minimization algorithms for data science. The changing nature of acquisition and storage data has made the process of drawing inference infeasible with traditional statistical and machine learning methods. Modern data are often acquired in real time, in an incremental nature, and are often available in too large a volume to process on conventional machinery. The project proposes to study the family of stochastic majorisation-minimisation algorithms for computation of inf ....Stochastic majorization--minimization algorithms for data science. The changing nature of acquisition and storage data has made the process of drawing inference infeasible with traditional statistical and machine learning methods. Modern data are often acquired in real time, in an incremental nature, and are often available in too large a volume to process on conventional machinery. The project proposes to study the family of stochastic majorisation-minimisation algorithms for computation of inferential quantities in an incremental manner. The proposed stochastic algorithms encompass and extend upon a wide variety of current algorithmic frameworks for fitting statistical and machine learning models, and can be used to produce feasible and practical algorithms for complex models, both current and future.
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Multiliteracies for addressing disadvantage in senior school science. Multiliteracies for addressing disadvantage in senior school science. This project aims to develop discipline-specific pedagogies in senior physics, chemistry and biology to improve disadvantaged students’ engagement and achievement. Many students from disadvantaged backgrounds fail to develop the linguistic precision and symbolic representational dexterity needed to comprehend and communicate senior school science concepts. T ....Multiliteracies for addressing disadvantage in senior school science. Multiliteracies for addressing disadvantage in senior school science. This project aims to develop discipline-specific pedagogies in senior physics, chemistry and biology to improve disadvantaged students’ engagement and achievement. Many students from disadvantaged backgrounds fail to develop the linguistic precision and symbolic representational dexterity needed to comprehend and communicate senior school science concepts. These pedagogies will ‘infuse’ multiliteracies in senior school science to improve access to science-based pathways for these students, and enable them to understand progressively more complex scientific concepts and demonstrate this in examinations. This project is expected to improve student retention, arrest declining enrolments in senior school science, and increase young people working in science.Read moreRead less
Exploring Problem Based Learning in schools . This project investigates the potential contribution of Problem Based Learning to school based Science, Technology, Engineering, Mathematics (STEM) education. The project expects to generate new knowledge about how the principles defining this PBL approach can support primary and secondary teachers to enhance learning opportunities and build STEM literacy. The project actively positions teachers as researchers interrogating their practice. Expected ....Exploring Problem Based Learning in schools . This project investigates the potential contribution of Problem Based Learning to school based Science, Technology, Engineering, Mathematics (STEM) education. The project expects to generate new knowledge about how the principles defining this PBL approach can support primary and secondary teachers to enhance learning opportunities and build STEM literacy. The project actively positions teachers as researchers interrogating their practice. Expected project outcomes include a pedagogical framework developed with teachers, and illustrations of practice capturing problem based learning in a range of school settings. Potential benefits include support for teachers, school leadership and sectors seeking to enhance STEM education.Read moreRead less
Reasonable Adjustments to Maths for Students with Intellectual Disabilities. Reasonable adjustments to secondary mathematics – parents want it, students need it, the Australian law requires it – but how do teachers achieve it? The aim of this project is to find ways to adjust, teach and assess secondary mathematics for students with intellectual and developmental disabilities. The significance of this study is in solving a problem facing teachers who are required by law to teach mathematics with ....Reasonable Adjustments to Maths for Students with Intellectual Disabilities. Reasonable adjustments to secondary mathematics – parents want it, students need it, the Australian law requires it – but how do teachers achieve it? The aim of this project is to find ways to adjust, teach and assess secondary mathematics for students with intellectual and developmental disabilities. The significance of this study is in solving a problem facing teachers who are required by law to teach mathematics without evidence informed approaches. Expected outcomes are an evidence-base for reasonable adjustments to secondary mathematics and approaches and strategies for teachers for inclusive practices. If ways for teaching year-level mathematics to learners with intellectual disability are developed, many more students may benefit.
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Evolution. Morphodynamics and History of the Younghusband Peninsula. This project will examine the history and evolution of the Sir Richard-Younghusband Peninsula (SRYP) complex barrier in SA. The aims are to derive a understanding of how the influences of relative sea-level changes, neotectonics, and sediment supply, can produce remarkably different responses in barrier development. No complex barrier (i.e. foredune ridges in one portion, transgressive dunefields in another) has ever been compr ....Evolution. Morphodynamics and History of the Younghusband Peninsula. This project will examine the history and evolution of the Sir Richard-Younghusband Peninsula (SRYP) complex barrier in SA. The aims are to derive a understanding of how the influences of relative sea-level changes, neotectonics, and sediment supply, can produce remarkably different responses in barrier development. No complex barrier (i.e. foredune ridges in one portion, transgressive dunefields in another) has ever been comprehensively drilled, dated, modelled, or examined in the context of indigenous occupation and oral histories in Australia. The study provides excellent analogues for barrier and dune response, and shoreline translation to varying rates of sea level rise, paralleling pressures facing all coastlines today.Read moreRead less
Coding animated narratives as contemporary multimodal authorship in schools. This project aims to investigate a re-conceptualisation of multimodal text creation to include inter-related processes of computer programming (coding) and computational thinking, which have previously been confined to technical fields in education research. The project seeks to generate knowledge of cross-curricular teaching pedagogies and student learning of multimodal composition, coding, and computational thinking i ....Coding animated narratives as contemporary multimodal authorship in schools. This project aims to investigate a re-conceptualisation of multimodal text creation to include inter-related processes of computer programming (coding) and computational thinking, which have previously been confined to technical fields in education research. The project seeks to generate knowledge of cross-curricular teaching pedagogies and student learning of multimodal composition, coding, and computational thinking in schools. The project expects to fortify students' capabilities to participate in new forms of digital authorship, developing their capacity for innovative application of computational thinking and coding. Intended benefits include an established evidence base for strengthening English and technology curricula in Australia and internationally.Read moreRead less
Reading climate: Indigenous literatures, school English and sustainablity. Reading Climate aims to investigate the connections between sustainability and Indigenous knowledge in the context of school English and directly responds to imperatives for climate education and racial justice in Australian schools. It links teachers, students, authors and scholars through book clubs, exploring the potential of literature as an interdisciplinary site for knowledge building and for reimagining social and ....Reading climate: Indigenous literatures, school English and sustainablity. Reading Climate aims to investigate the connections between sustainability and Indigenous knowledge in the context of school English and directly responds to imperatives for climate education and racial justice in Australian schools. It links teachers, students, authors and scholars through book clubs, exploring the potential of literature as an interdisciplinary site for knowledge building and for reimagining social and environmental futures. With partners the Stella Prize, the Australian Association for the Teaching of English, Feral Arts and VoicEd Radio, the project will develop strong collaborations between literary education, industry, and Indigenous writing, producing an open access digital resource for use in schools nationally.
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Reducing health disparities for culturally and linguistically diverse peoples. This project aims to develop a greater understanding of migrants and the factors that predict poor health outcomes related to blood-borne viruses and sexually transmitted infections. The delayed access by migrants to healthcare from culturally and linguistically diverse backgrounds results in late diagnosis, low treatment uptake, and poorer health outcomes, with enhanced risk of infection and increased burden on the h ....Reducing health disparities for culturally and linguistically diverse peoples. This project aims to develop a greater understanding of migrants and the factors that predict poor health outcomes related to blood-borne viruses and sexually transmitted infections. The delayed access by migrants to healthcare from culturally and linguistically diverse backgrounds results in late diagnosis, low treatment uptake, and poorer health outcomes, with enhanced risk of infection and increased burden on the health system. The data collected in this project will assist in developing health services to meet these needs.Read moreRead less
Being a Transnational Muslim in Australia in an Era of Hyper-Security. Muslims have been the focus of significant policy articulations around security and integration in a hypersecuritised environment. This project aims to investigate how Australian Muslims are negotiating increased surveillance and public hostility and how this impacts on their sense of belonging. Working with members of four disparate Muslim communities in Brisbane, Melbourne, Perth and Sydney, the project will examine the va ....Being a Transnational Muslim in Australia in an Era of Hyper-Security. Muslims have been the focus of significant policy articulations around security and integration in a hypersecuritised environment. This project aims to investigate how Australian Muslims are negotiating increased surveillance and public hostility and how this impacts on their sense of belonging. Working with members of four disparate Muslim communities in Brisbane, Melbourne, Perth and Sydney, the project will examine the varied manifestations of national and transnational belonging for conceptions of identity and social inclusion. In addition to generating new knowledge in the sociology of religion and migration studies, this project will also yield novel data for better policy and practice both locally and internationally.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE220100079
Funder
Australian Research Council
Funding Amount
$423,582.00
Summary
Redefining success in marine ecosystem restoration. This project aims to improve evaluations of marine ecosystem restoration through the measurement of key animal health metrics, and automated monitoring using artificial intelligence. This project expects to generate unique knowledge about why ecosystem restoration succeeds or fails, and improve our understanding of how animal data can better inform future restoration projects. The expected outcomes will enhance our capacity to use new and effic ....Redefining success in marine ecosystem restoration. This project aims to improve evaluations of marine ecosystem restoration through the measurement of key animal health metrics, and automated monitoring using artificial intelligence. This project expects to generate unique knowledge about why ecosystem restoration succeeds or fails, and improve our understanding of how animal data can better inform future restoration projects. The expected outcomes will enhance our capacity to use new and efficient techniques to monitor and evaluate ecosystem restoration in a more ecologically valid way. Benefits include more effective ecosystem restoration, wildlife conservation, and the enhancement of ecosystem services including sustainable fishing and eco-tourism.Read moreRead less