ANZSRC Field of Research
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Latest research outputs
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Evaluation of CRU TS, GPCC, AgMERRA, and AgCFSR meteorological datasets for estimating climate and crop variables: A case study of maize in Qazvin Province, Iran
Paveh, Faraz Gorgin, Ramezani-Etedali, Hadi and Collins, Brian. 2022. "Evaluation of CRU TS, GPCC, AgMERRA, and AgCFSR meteorological datasets for estimating climate and crop variables: A case study of maize in Qazvin Province, Iran." Journal of Arid Land. 14 (12), pp. 1361-1376. https://doi.org/10.1007/s40333-022-0108-7Article
Campus Network Intrusion Detection based on Federated Learning
Chen, Junjun, Guo, Qiang, Fu, Zhongnan, Shang, Qun, Ma, Hao and Wu, Di. 2022. "Campus Network Intrusion Detection based on Federated Learning." 2022 International Joint Conference on Neural Networks (IJCNN). Padua, Italy 18 - 23 Jul 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/IJCNN55064.2022.9892843Paper
From distributed machine learning to federated learning: In the view of data privacy and security
Shen, Sheng, Zhu, Tianqing, Wu, Di, Wang, Wei and Zhou, Wanlei. 2022. "From distributed machine learning to federated learning: In the view of data privacy and security." Concurrency and Computation: Practice and Experience. 34 (16). https://doi.org/10.1002/cpe.6002Article
A Blockchain-based Multi-layer Decentralized Framework for Robust Federated Learning
Wu, Di, Wang, Nai, Zhang, Jiale, Zhang, Yuan, Xiang, Yong and Gao, Longxiang. 2022. "A Blockchain-based Multi-layer Decentralized Framework for Robust Federated Learning." 2022 International Joint Conference on Neural Networks (IJCNN). Padua, Italy 18 - 23 Jul 2022 IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/IJCNN55064.2022.9892039Paper
Detecting and mitigating poisoning attacks in federated learning using generative adversarial networks
Zhao, Ying, Chen, Junjun, Zhang, Jiale, Wu, Di, Blumenstein, Michael and Yu, Shui. 2022. "Detecting and mitigating poisoning attacks in federated learning using generative adversarial networks." Concurrency and Computation: Practice and Experience. 34 (7). https://doi.org/10.1002/cpe.5906Article
Leading Queensland Primary Schools into the Future: Unleashing the Learner Potential to Enhance the Social, Economic, and Educational Benefits
McIlveen, Peter, Conway, Joan and Andrews, Dorothy. 2022. Leading Queensland Primary Schools into the Future: Unleashing the Learner Potential to Enhance the Social, Economic, and Educational Benefits. Australia. University of Southern Queensland.Project report
Innovating academic advising: Student experience of online academic advising to support their transition into university
Green, Orie, Crank, Russell and McGovern, Mary. 2022. "Innovating academic advising: Student experience of online academic advising to support their transition into university." National Association of Enabling Educators of Australia (NAEEA) Conference 2022. Adelaide, Australia 05 - 06 Dec 2022 Australia. National Association of Enabling Educators in Australia (NAEEA).Presentation
A timed crisis: Australian education, migrant Asian teachers, and critical autoethnography
Teo, Aaron. 2022. "A timed crisis: Australian education, migrant Asian teachers, and critical autoethnography." Kara, Helen and Khoo, Su-ming (ed.) Qualitative and Digital Research in Times of Crisis: Methods, Reflexivity and Ethics. United Kingdom. Policy Press. pp. 191-203Edited book (chapter)
Pedagogy in and through paradox: A migrant ‘Asian’ Australian teacher’s excursion with white students through Sunnybank’s Market Square
Teo, Aaron. 2022. "Pedagogy in and through paradox: A migrant ‘Asian’ Australian teacher’s excursion with white students through Sunnybank’s Market Square." 2022 International Symposium on Autoethnography and Narrative (2022 ISAN). 03 - 05 Jan 2022Paper
Career and learning support for researchers: Building identity and employability through authentic community building.
Luke, Jennifer and Bartlett, Cristy. 2022. "Career and learning support for researchers: Building identity and employability through authentic community building." Australian Association for Research in Education (AARE) 2022 Annual Conference. Adelaide, South Australia 27 Nov - 01 Dec 2022 Australia. Australian Association for Research in Education.Presentation
A qualitative document analysis of policies influencing preeclampsia management by midwives in Ghana
Garti, Isabella, Gray, Michelle, Bromley, Angela and Tan, Jing-Yu (Benjamin). 2022. "A qualitative document analysis of policies influencing preeclampsia management by midwives in Ghana." Women and Birth. 35 (6), pp. 612-618. https://doi.org/10.1016/j.wombi.2022.01.006Article
Factors associated with COVID-19 vaccination intent in Singapore, Australia and Hong Kong
Shah, Shimoni, Gui, Hao, Chua, Pearleen Ee Yong, Tan, Jing-Yu (Benjamin), Suen, Lorna Kwai-ping, Chan, Sally Wai-chi and Pang, Junxiong. 2022. "Factors associated with COVID-19 vaccination intent in Singapore, Australia and Hong Kong." Vaccine. 40 (21), pp. 2949-959. https://doi.org/10.1016/j.vaccine.2022.03.062Article
Implementing an evidence-based somatic acupressure intervention in breast cancer survivors with the symptom cluster of fatigue, sleep disturbance and depression: Study protocol of a phase II randomised controlled trial
Wang, Tao, Tan, Jing-Yu (Benjamin), Liu, Xian-Liang, Zheng, Si-Lin, Zhao, Isabella, Eliseeva, Sabina, Polotan, Mary Janice, Cheng, Hui-Lin and Huang, Hou-Qiang. 2022. "Implementing an evidence-based somatic acupressure intervention in breast cancer survivors with the symptom cluster of fatigue, sleep disturbance and depression: Study protocol of a phase II randomised controlled trial." BMJ Open. 12 (1). https://doi.org/10.1136/bmjopen-2021-054597Article
Increasing our awareness of microaggressions in the educational context: An investigation into the experiences of Australian children with dyslexia and their parents
Leslie, Rachel. 2022. "Increasing our awareness of microaggressions in the educational context: An investigation into the experiences of Australian children with dyslexia and their parents ." Australian Association for Research in Education (AARE) 2022 Annual Conference. Adelaide, South Australia 27 Nov - 01 Dec 2022 Australia. Australian Association for Research in Education.Presentation
An emerging lens for understanding parental allyship: Why we need to challenge our understanding of experience with a conceptual lens on disability identity
Leslie, Rachel. 2022. "An emerging lens for understanding parental allyship: Why we need to challenge our understanding of experience with a conceptual lens on disability identity." Australian Association for Research in Education (AARE) 2022 Annual Conference. Adelaide, South Australia 27 Nov - 01 Dec 2022 Australia.Presentation
Cultural Safety for First Nations people in aged care
Deravin, Linda, Bramble, Marguerite, Anderson, J. and Mahara, Nicole. 2022. "Cultural Safety for First Nations people in aged care." DocFest 2022. Wagga Wagga, Australia 23 - 26 May 2022 Australia.Presentation
A mentoring program to support Cultural Safety for Nurses and Midwives to stay in the health workforce
Deravin, L., Biles, J., Seaman, C., Alexander, N., Damm, A. and Trudgett, N.. 2022. "A mentoring program to support Cultural Safety for Nurses and Midwives to stay in the health workforce." DocFest 2022. Wagga Wagga, Australia 23 - 26 May 2022 Australia.Presentation
Appraising community driven health research with Aboriginal and Torres Strait Islander communities: a scoping review using the Aboriginal and Torres Strait Islander Quality Appraisal Tool
Biles, Brett, Biles, Jessica, Friere, Kate, Deravin, Linda, Lawrence, Jayne and Yashadhana, Aryati. 2022. "Appraising community driven health research with Aboriginal and Torres Strait Islander communities: a scoping review using the Aboriginal and Torres Strait Islander Quality Appraisal Tool." Health Promotion International. 37 (5). https://doi.org/10.1093/heapro/daac077Article
Machine vision tools for Smarter Irrigation of dairy pasture and cotton
McCarthy, Alison, Foley, Joseph, Jamali, Hizbullah, Raedts, Pieter and Hills, James. 2022. "Machine vision tools for Smarter Irrigation of dairy pasture and cotton." 2022 Irrigation Australia Conference and Exhibition. Adelaide, Australia 05 - 07 Oct 2022 Australia.Presentation
Transposable element populations shed light on the evolutionary history of wheat and the complex co‐evolution of autonomous and non‐autonomous retrotransposons
Wicker, Thomas, Stritt, Christoph, Sotiropoulos, Alexandros G, Poretti, Manuel, Pozniak, Curtis, Walkowiak, Sean, Gundlach, Heidrun and Stein, Nils. 2022. "Transposable element populations shed light on the evolutionary history of wheat and the complex co‐evolution of autonomous and non‐autonomous retrotransposons." Advanced Genetics. 3 (1). https://doi.org/10.1002/ggn2.202100022Article
Global genomic analyses of wheat powdery mildew reveal association of pathogen spread with historical human migration and trade
Sotiropoulos, Alexandros G, Arango-Isaza, Epifanía, Ban, Tomohiro, Barbieri, Chiara, Bourras, Salim, Cowger, Christina, Czembor, Paweł C., Ben-David, Roi, Dinoor, Amos, Ellwood, Simon R., Graf, Johannes, Hatta, Koichi, Helguera, Marcelo, Sánchez-Martín, Javier, McDonald, Bruce A., Morgounov, Alexey I., Müller, Marion C., Shamanin, Vladimir, Shimizu, Kentaro K., ..., Wicker, Thomas. 2022. "Global genomic analyses of wheat powdery mildew reveal association of pathogen spread with historical human migration and trade." Nature Communications. 13 (1). https://doi.org/10.1038/s41467-022-31975-0Article
Ancient variation of the AvrPm17 gene in powdery mildew limits the effectiveness of the introgressed rye Pm17 resistance gene in wheat
Müller, Marion C., Kunz, Lukas, Schudel, Seraina, Lawson, Aaron W., Kammerecker, Sandrine, Isaksson, Jonatan, Wyler, Michele, Graf, Johannes, Sotiropoulos, Alexandro G.s, Praz, Coraline R., Manser, Beatrice, Wicker, Thomas, Bourras, Salim and Keller, Beat. 2022. "Ancient variation of the AvrPm17 gene in powdery mildew limits the effectiveness of the introgressed rye Pm17 resistance gene in wheat." Proceedings of the National Academy of Sciences (PNAS). 119 (30). https://doi.org/10.1073/pnas.2108808119Article
A global analysis of matches and mismatches between human genetic and linguistic histories
Barbieri, Chiara, Blasi, Damian E., Arango-Isaza, Epifania, Sotiropoulos, Alexandros G., Hammarstrom, Harald, Wichmann, Soren, Greenhill, Simon J., Gray, Russell D., Forkel, Robert, Bickel, Balthasar and Shimizu, Kentaro K.. 2022. "A global analysis of matches and mismatches between human genetic and linguistic histories." Proceedings of the National Academy of Sciences (PNAS). 119 (47), p. e2122084119. https://doi.org/10.1073/pnas.2122084119Article
Land, the Social Imaginary, and the Constitution Act 1867 (Qld)
Copley, Julie. 2022. "Land, the Social Imaginary, and the Constitution Act 1867 (Qld)." McKibbin, Sarah, Patrick, Jeremy and Harmes, Marcus (ed.) The Impact of Law's History: What's Past is Prologue. Switzerland. Springer. pp. 239-255Edited book (chapter)
No Argument: Human Dignity and the Making of Legislation
Copley, Julie. 2022. "No Argument: Human Dignity and the Making of Legislation." Linhares, José Manuel Aroso and Atienza, Manuel (ed.) Human Dignity and the Autonomy of Law. Switzerland . Springer. pp. 239-257Edited book (chapter)
Willingness to accept malaria vaccine among caregivers of under-5 children in Southwest Ethiopia: a community based cross-sectional study
Asmare, Getachew. 2022. "Willingness to accept malaria vaccine among caregivers of under-5 children in Southwest Ethiopia: a community based cross-sectional study." Malaria Journal. 21. https://doi.org/10.1186/s12936-022-04164-zArticle
Melanopsin vision: Sensation and perception through intrinsically photosensitive retinal ganglion cells
Joyce, Daniel S., Houser, Kevin W. Houser, Peirson, Stuart N., Zeitzer, Jamie M. and Zele, Andrew J.. 2022. Melanopsin vision: Sensation and perception through intrinsically photosensitive retinal ganglion cells. United Kingdom. Cambridge University Press.Authored book
The Significance of Coordinated Research Against SARS-CoV-2
Hasan, Jafar, Velic, Amar, Jaggessar, Alka, Mathew, Asha, Yarlagadda, Tejasri, Spann, Kirsten, Ramarishna, Seeram and Yarlagadda, Prasad K. D. V.. 2022. "The Significance of Coordinated Research Against SARS-CoV-2." Batako, Andre, Burduk, Anna, Karyono, Kanisius, Chen, Xun and Wyczólkowski, Ryszard (ed.) 15 th Global Congress on Manufacturing and Management (GCMM 2021). Liverpool, United Kingdom 20 - 23 Apr 2021 Switzerland. https://doi.org/10.1007/978-3-030-90532-3_53Paper
Mapping Sensitive Vegetation Communities in Mining Eco-space using UAV-LiDAR
Banerjee, Bikram Pratap and Raval, Simit. 2022. "Mapping Sensitive Vegetation Communities in Mining Eco-space using UAV-LiDAR." International Journal of Coal Science and Technology. 9 (1), pp. 1-16. https://doi.org/10.1007/s40789-022-00509-wArticle
Automated hyperspectral vegetation index derivation using a hyperparameter optimisation framework for high-throughput plant phenotyping
Koh, Joshua C. O., Banerjee, Bikram P., Spangenberg, German and Kant, Surya. 2022. "Automated hyperspectral vegetation index derivation using a hyperparameter optimisation framework for high-throughput plant phenotyping." New Phytologist. 233 (6), pp. 2659-2670. https://doi.org/10.1111/nph.17947Article
Roots’ Drought Adaptive Traits in Crop Improvement
Shoaib, Mirza, Banerjee, Bikram P., Hayden, Matthew and Kant, Surya. 2022. "Roots’ Drought Adaptive Traits in Crop Improvement." Plants. 11 (17). https://doi.org/10.3390/plants11172256Article
Automated rock mass discontinuity set characterisation using amplitude and phase decomposition of point cloud data
Singh, Sarvesh Kumar, Banerjee, Bikram Pratap, Lato, Matthew J., Sammut, Claude and Raval, Simit. 2022. "Automated rock mass discontinuity set characterisation using amplitude and phase decomposition of point cloud data." International Journal of Rock Mechanics and Mining Sciences. 152, pp. 1-17. https://doi.org/10.1016/j.ijrmms.2022.105072Article
Estimating early season growth and biomass of field pea for selection of divergent ideotypes using proximal sensing
Tefera, Abeya Temesgen, Banerjee, Bikram Pratap, Pandey, Babu Ram, James, Laura, Puri, Ramesh Raj, Cooray, Onella, Marsh, Jasmine, Richards, Mark, Kant, Surya, Fitzgerald, Glenn J. and Cooray, Onella. 2022. "Estimating early season growth and biomass of field pea for selection of divergent ideotypes using proximal sensing." Field Crops Research. 277. https://doi.org/10.1016/j.fcr.2021.108407Article
IMA genome‑F17: Draft genome sequences of an Armillaria species from Zimbabwe, Ceratocystis colombiana, Elsinoë necatrix, Rosellinia necatrix, two genomes of Sclerotinia minor, short‑read genome assemblies and annotations of four Pyrenophora teres isolates from barley grass, and a long-read genome assembly of Cercospora zeina
Wingfield, Brenda D., Berger, Dave K., Coetzee, Martin P. A., Duong, Tuan A., Martin, Anke, Pham, Nam Q., van denBerg, Noelani, Wilken, P. Markus, Arun‑Chinnappa, Kiruba Shankari., Barnes, Irene, Buthelezi, Sikelela, Dahanayaka, Buddhika Amarasinghe, Durán, Alvaro, Engelbrecht, Juanita, Feurtey, Alice, Fourie, Arista, Fourie, Gerda, Hartley, Jesse, Kabwe, Eugene N. K., ..., Wingfield, Michael J.. 2022. "IMA genome‑F17: Draft genome sequences of an Armillaria species from Zimbabwe, Ceratocystis colombiana, Elsinoë necatrix, Rosellinia necatrix, two genomes of Sclerotinia minor, short‑read genome assemblies and annotations of four Pyrenophora teres isolates from barley grass, and a long-read genome assembly of Cercospora zeina ." IMA Fungus: the global mycological journal. 13 (1). https://doi.org/10.1186/s43008-022-00104-3Article
Computational flow modelling of the T4 free-piston driven reflected shock tunnel
Sopek, Tamara, Zander, Fabian, Chan, Wilson Y.K. and Jacobs, Peter A.. 2022. "Computational flow modelling of the T4 free-piston driven reflected shock tunnel." 23rd Australasian Fluid Mechanics Conference (AFMC2022). Sydney, Australia 04 - 08 Dec 2022 Australia. University of Sydney.Paper
The experiences of new graduate nurses caring for the deteriorating patient in rural areas: An integrative review
Towner, Elaine C., East, Leah S. and Lea, Jackie. 2022. "The experiences of new graduate nurses caring for the deteriorating patient in rural areas: An integrative review." Collegian: The Australian Journal of Nursing Practice, Scholarship and Research. 29 (2), pp. 245-251. https://doi.org/10.1016/j.colegn.2021.12.006Article
Content and Context Analysis of Fatigue Management Regulations for Flight Crew in the South Asian Region
Mannawaduge, Chanika and Pignata, Silvia. 2022. "Content and Context Analysis of Fatigue Management Regulations for Flight Crew in the South Asian Region ." 24th International Conference on Human-Computer Interaction (HCII 2022). 26 Jun 202 - 01 Jul 2022 Switzerland . Springer. https://doi.org/0.1007/978-3-031-06086-1_28Paper
Quantitative compressive optical coherence elastography using structural OCT imaging and optical palpation to measure soft contact lens mechanical properties
Quince, Zachery, Alonso-Caneiro, David, Read, Scott A. and Collins, Michael J.. 2022. "Quantitative compressive optical coherence elastography using structural OCT imaging and optical palpation to measure soft contact lens mechanical properties." Biomedical Optics Express. 12 (12), pp. 7315-7326. https://doi.org/10.1364/BOE.441547Article
Optical coherence elastography for the measurement of anterior segment biomechanical properties
Quince, Zachery David. 2022. Optical coherence elastography for the measurement of anterior segment biomechanical properties. PhD Thesis Doctor of Philosophy . Queensland University of Technology . https://doi.org/10.5204/thesis.eprints.236255PhD Thesis
Developing effective approaches to enhance accounting students' reflective practice and connect reflective practice to employability
Daff, Lyn. 2022. "Developing effective approaches to enhance accounting students' reflective practice and connect reflective practice to employability." University of Southern Queensland Learning and Teaching Showcase. Toowoomba, Australia 03 - 03 Nov 2022 Australia.Poster
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