School of Mathematics, Physics and Computing
| Type | Department/Institute |
|---|---|
| Faculty/Department | Academic Affairs |
| Head | Prof Robert Sang |
| Director of Research | Dr Nawin Raj |
| Prof Yan Li |
Latest research outputs
4044 results found
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Soil solarisation delivers near zero levels of Fusarium pseudograminearum in cereal crown rot reference sites
Bottomley, Prue, Sutherland, Mark, Wilson, Bree, Rognoni, Bethany, Kelly, Alison and Percy, Cassandra D.. 2024. "Soil solarisation delivers near zero levels of Fusarium pseudograminearum in cereal crown rot reference sites." Crop Protection. 185. https://doi.org/10.1016/j.cropro.2024.106887Article
Barriers to Access and Participation in Higher Education: The Case for a “Bounded Agency” Perspective
Sherwood, Celeste, Green, Jonathan H., Davis, Charmaine and Devi, Aruna. 2024. "Barriers to Access and Participation in Higher Education: The Case for a “Bounded Agency” Perspective." Padro, Fernando F., Green, Jonathan H. and Bull, David (ed.) Widening Participation in Higher Education. Singapore. Springer. pp. 1-26Edited book (chapter)
Academic Numeracies Framework – A tool to facilitate the systematic embedding of numeracies in university
Salmeron, Raquel, Galligan, Linda, Howarth, Debi and Raj, Nawin. 2024. "Academic Numeracies Framework – A tool to facilitate the systematic embedding of numeracies in university." 15th International Congress on Mathematical Education (ICME-15). Sydney, Australia 07 - 14 Jul 2024 Australia.Presentation
Enhanced AI-Based Methodologies for Detection of Prenatal & Postnatal Depression In Women
Gopalakrishnan, Abinaya. 2024. Enhanced AI-Based Methodologies for Detection of Prenatal & Postnatal Depression In Women. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z960xPhD Thesis
The role of numbers in teaching mathematics at university level
Yevdokimov, Oleksiy. 2024. "The role of numbers in teaching mathematics at university level." Campbell, A.L. (ed.) The 14th Delta Conference on the Teaching and Learning of Undergraduate Mathematics and Statistics . Cape Town, South Africa 26 Nov - 01 Dec 2023 South Africa. University of Cape Town.Paper
The use of straightedge, compass, and fixed shapes to enhance the content knowledge of mathematics teachers in their professional training in geometry education
Yevdokimov, Oleksiy. 2024. "The use of straightedge, compass, and fixed shapes to enhance the content knowledge of mathematics teachers in their professional training in geometry education." Lowrie, T. (ed.) The 26th ICMI Study . Reims, France 23 - 26 Apr 2024 France.Paper
From wide to deep: dimension lifting network for parameter-efficient knowledge graph embedding
Cai, Borui, Xiang, Yong, Gao, Longxiang, Wu, Di, Zhang, He, Jin, Jiong and Luan, Tom. 2024. "From wide to deep: dimension lifting network for parameter-efficient knowledge graph embedding." IEEE Transactions on Knowledge and Data Engineering. 36 (12), pp. 8341-8348. https://doi.org/10.1109/TKDE.2024.3437479Article
Green synthesis of a P/N/B-containing aggregate for boosting fire-retardancy of PA6/aluminum diethylphosphinate composites
Lu, Yixia, Chu, Tao, Huo, Siqi, Huang, Guobo, Xu, Zhiguang, Feng, Jiabing, Xie, Hongyan, Jafari, Pooya, Wang, Hao and Song, Pingan. 2024. "Green synthesis of a P/N/B-containing aggregate for boosting fire-retardancy of PA6/aluminum diethylphosphinate composites." Polymer Degradation and Stability. 229. https://doi.org/10.1016/j.polymdegradstab.2024.110949Article
Vibration as a New Survey Method for Spiders
Harris, Rachael, Raven, Robert, Maxwell, Andrew and Murray, Peter J.. 2024. "Vibration as a New Survey Method for Spiders." Animals. 14 (16). https://doi.org/10.3390/ani14162307Article
Socio-demographic factors and mental health trajectories in Australian children and primary carers: Implications for policy and intervention using latent class analysis
Afroz, Nahida, Kabir, Enamul and Alam, Khorshed. 2024. "Socio-demographic factors and mental health trajectories in Australian children and primary carers: Implications for policy and intervention using latent class analysis." Applied Psychology: Health and Well-Being. 16 (4), pp. 2147-2168. https://doi.org/10.1111/aphw.12584Article
Prediction of Sea Level Using Double Data Decomposition and Hybrid Deep Learning Model for Northern Territory, Australia
Raj, Nawin, Murali, Jaishukh, Singh-Peterson, Lila and Downs, Nathan. 2024. "Prediction of Sea Level Using Double Data Decomposition and Hybrid Deep Learning Model for Northern Territory, Australia." Mathematics. 12 (15). https://doi.org/10.3390/math12152376Article
Characterising Exoplanets Using Ground-based & Space-based Facilities
Lowson, Nataliea. 2024. Characterising Exoplanets Using Ground-based & Space-based Facilities. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z8v0yPhD by Publication
Academic Numeracies Framework
Salmeron, Raquel, Galligan, Linda and Howarth, Debi. 2024. Academic Numeracies Framework.Other
HIP 65426 is a High-frequency Delta Scuti Pulsator in Plausible Spin-Orbit Alignment with its Directly Imaged Exoplanet
Sepulved, Aldo G., Huber, Daniel, Bedding, Timothy R., Hey, Daniel R. Hey, Murphy, Simon J., Zhang, Zhoujian and Liu, Michael C.. 2024. "HIP 65426 is a High-frequency Delta Scuti Pulsator in Plausible Spin-Orbit Alignment with its Directly Imaged Exoplanet." The Astronomical Journal. 168 (1). https://doi.org/10.3847/1538-3881/ad4964Article
William Dawes: Scientist, Governor, Abolitionist: Caught Between Science and Religion, by Richard de Grijs and Andrew Jacob
Lomb, Nick. 2024. "William Dawes: Scientist, Governor, Abolitionist: Caught Between Science and Religion, by Richard de Grijs and Andrew Jacob." Journal of Astronomical History and Heritage. 27 (1), pp. 228-230. https://doi.org/10.3724/SP.J.1440-2807.2024.01.18Book review
ELRL-MD: a deep learning approach for myocarditis diagnosis using cardiac magnetic resonance images with ensemble and reinforcement learning integration
Kasmaee, Adele Mirzaee Moghaddam, Ataei, Alireza, Moravvej, Seyed Vahid, Alizadehsani, Roohallah, Gorriz, Juan M, Zhang, Yu-Dong, Tan, Ru-San and Acharya, U Rajendra A. 2024. "ELRL-MD: a deep learning approach for myocarditis diagnosis using cardiac magnetic resonance images with ensemble and reinforcement learning integration." Physiological Measurement. 45 (5). https://doi.org/10.1088/1361-6579/ad46e2Article
Decoupled Progressive Distillation for Sequential Prediction with Interaction Dynamics
Hu, Kaixi, Li, Lin, Xie, Qing, Liu, Jianquan, Tao, Xiaohui and Xu, Guandong. 2024. "Decoupled Progressive Distillation for Sequential Prediction with Interaction Dynamics." ACM Transactions on Information Systems. 42 (3), pp. 1-35. https://doi.org/10.1145/3632403Article
Identification of the Top TESS Objects of Interest for Atmospheric Characterization of Transiting Exoplanets with JWST
Hord, Benjamin J., Kempton, Eliza M.-R, Evans-Soma, Thomas M., Latham, David W., Ciardi, David R., Dragomir, Diana, Colon, Knicole D., Ross, Gabrielle, Vanderburg, Andrew, de Beurs, Zoe L., Collins, Karen A., Watkins, Cristilyn N., Bean, Jacob, Cowan, Nicolas B., Daylan, Tansu, Morley, Caroline V., Ih, Jegug, Baker, David, Barkaoui, Khalid, ..., Zucker, Shay. 2024. "Identification of the Top TESS Objects of Interest for Atmospheric Characterization of Transiting Exoplanets with JWST." The Astronomical Journal. 167 (5). https://doi.org/10.3847/1538-3881/ad3068Article
Lattice 123 pattern for automated Alzheimer's detection using EEG signal
Dogan, Sengul, Barua, Prabal Datta, Baygin, Mehmet, Tuncer, Turker, Tan, Ru-San, Ciaccio, Edward J., Fujita, Hamido, Devi, Aruna and Acharya, U. Rajendra. 2024. "Lattice 123 pattern for automated Alzheimer's detection using EEG signal." Cognitive Neurodynamics. 18, pp. 2503-2519. https://doi.org/10.1007/s11571-024-10104-1Article
Artificial intelligence in retinal screening using OCT images: A review of the last decade (2013-2023)
Akpinar, Muhammed Halil, Sengur, Abdulkadir, Faust, Oliver, Tong, Louis, Molinari, Filippo and Acharya, U. Rajendra. 2024. "Artificial intelligence in retinal screening using OCT images: A review of the last decade (2013-2023)." Computer Methods and Programs in Biomedicine. 254. https://doi.org/10.1016/j.cmpb.2024.108253Article
Epidemic Source Identification Based on Infection Graph Learning
Hong, Xingyun, Yu, Ting, Li, Zhao and Zhang, Ji. 2024. "Epidemic Source Identification Based on Infection Graph Learning." 7th International Joint Conference on Asia-Pacific Web and Web-Age Information Management (APWeb-WAIM 2023). Wuhan, China 06 - 08 Oct 2023 Singapore . Springer. https://doi.org/10.1007/978-981-97-2303-4_16Paper
MLOps-Enabled Security Strategies for Next-Generation Operational Technologies
Ahmad, Tazeem, Adnan, Mohd, Rafi, Saima, Akbar, Muhammad Azeem and Anwar, Ayesha. 2024. "MLOps-Enabled Security Strategies for Next-Generation Operational Technologies." 28th International Conference on Evaluation and Assessment in Software Engineering (EASE '24). Salerno, Italy 18 - 21 Jun 2024 United States. Association for Computing Machinery (ACM). https://doi.org/10.1145/3661167.3661283Paper
Highly localized horseshoe ripplons and solitons in positive dispersion media
Zhang, Zhao, Guo, Qi and Stepanyants, Yury. 2024. "Highly localized horseshoe ripplons and solitons in positive dispersion media." Wave Motion. 128. https://doi.org/10.1016/j.wavemoti.2024.103326Article
Advancing face detection efficiency: Utilizing classification networks for lowering false positive incidences
Zhang, Jianlin, Hou, Chen, Yang, Xu, Yang, Xuechao, Yang, Wencheng and Cui, Hui. 2024. "Advancing face detection efficiency: Utilizing classification networks for lowering false positive incidences." Array. 22. https://doi.org/10.1016/j.array.2024.100347Article
New evidence of binarity in young α-rich turn-off and subgiant stars: fast rotation and strong magnetic activity
Yu, Jie, Casagrande, Luca, Ciuca, Ioana, Ting, Yuan-Sen, Murphy, Simon J. and Chen, Boquan. 2024. "New evidence of binarity in young α-rich turn-off and subgiant stars: fast rotation and strong magnetic activity." Monthly Notices of the Royal Astronomical Society. 530 (3), pp. 2953-2959. https://doi.org/10.1093/mnras/stae1091Article
ConIS: controllable text-driven image stylization with semantic intensity
Yang, Gaoming, Li, Changgeng and Zhang, Ji. 2024. "ConIS: controllable text-driven image stylization with semantic intensity." Multimedia Systems. 30 (4). https://doi.org/10.1007/s00530-024-01381-1Article
Two-dimensional data partitioning for non-negative matrix tri-factorization
Yan, Jiaxing, Liu, Hai, Lei, Zhiqi, Rao, Yanghui, Liu, Guan, Xie, Haoran, Tao, Xiaohui and Wang, Fu Lee. 2024. "Two-dimensional data partitioning for non-negative matrix tri-factorization." Big Data Research. 37. https://doi.org/10.1016/j.bdr.2024.100473Article
Enhancing strategic deployment of baiting transects for invasive species control – a case study for feral pig baiting in north-eastern Australia
Wilson, Cameron, Gentle, Matthew and Marshall, Darren. 2024. "Enhancing strategic deployment of baiting transects for invasive species control – a case study for feral pig baiting in north-eastern Australia." Wildlife Research. 51 (4). https://doi.org/10.1071/WR23115Article
The Occurrence of Small, Short-period Planets Younger than 200 Myr with TESS
Vach, Sydney, Zhou, George, Huang, Chelsea X., Rogers, James G., Bouma, L. G., Douglas, Stephanie T., Kunimoto, Michelle, Mann, Andrew W., Barber, Madyson G., Quinn, Samuel N., Latham, David W., Bieryla, Allyson and Collins, Karen. 2024. "The Occurrence of Small, Short-period Planets Younger than 200 Myr with TESS." The Astronomical Journal. 167 (5). https://doi.org/10.3847/1538-3881/ad3108Article
FLP: Factor lattice pattern-based automated detection of Parkinson's disease and specific language impairment using recorded speech
Tuncer, Turker, Dogan, Sengul, Baygin, Mehmet, Barua, Prabal Datta, Palmer, Elizabeth Emma, March, Sonja, Ciaccio, Edward J., Tan, Ru-San and Acharya, U. Rajendra. 2024. "FLP: Factor lattice pattern-based automated detection of Parkinson's disease and specific language impairment using recorded speech." Computers in Biology and Medicine. 173. https://doi.org/10.1016/j.compbiomed.2024.108280Article
A lightweight deep convolutional neural network model for skin cancer image classification
Tuncer, Turker, Barua, Prabal Datta, Tuncer, Ilknur, Dogan, Sengul and Acharya, U. Rajendra. 2024. "A lightweight deep convolutional neural network model for skin cancer image classification." Applied Soft Computing. 162. https://doi.org/10.1016/j.asoc.2024.111794Article
TESS Hunt for Young and Maturing Exoplanets (THYME). X. A Two-planet System in the 210 Myr MELANGE-5 Association
Thao, Pa Chia, Mann, Andrew W., Barber, Madyson G., Kraus, Adam L., Tofflemire, Benjamin M., Bush, Jonathan L., Wood, Mackenna L., Collins, Karen A., Vanderburg, Andrew, Quinn, Samuel N., Zhou, George, Newton, Elisabeth R., Ziegler, Carl, Law, Nicholas, Barkaoui, Khalid, Pozuelos, Francisco J., Timmermans, Mathilde, Gillon, Michaël, Jehin, Emmanuël, ..., Kunimoto, Michelle. 2024. "TESS Hunt for Young and Maturing Exoplanets (THYME). X. A Two-planet System in the 210 Myr MELANGE-5 Association." The Astronomical Journal. 168 (1). https://doi.org/10.3847/1538-3881/ad4993Article
An efficient Parkinson's disease detection framework: Leveraging time-frequency representation and AlexNet convolutional neural network
Siuly, Siuly, Khare, Smith K., Kabir, Enamul, Sadiq, Muhammad Tariq and Wang, Hua. 2024. "An efficient Parkinson's disease detection framework: Leveraging time-frequency representation and AlexNet convolutional neural network." Computers in Biology and Medicine. 174. https://doi.org/10.1016/j.compbiomed.2024.108462Article
Special issue on link prediction in complex networks
Sheng, Michael, Cai, Taotao and Mahmood, Adnan. 2024. "Special issue on link prediction in complex networks." Computing. 106 (7), pp. 2079-2079. https://doi.org/10.1007/s00607-024-01298-7Editorial
Automated detection of Zika and dengue in Aedes aegypti using neural spiking analysis: A machine learning approach
Sharifrazi, Danial, Javed, Nouman, Alizadehsani, Roohallah, Paradkar, Prasad N., Acharya, U. Rajendra and Bhatti, Asim. 2024. "Automated detection of Zika and dengue in Aedes aegypti using neural spiking analysis: A machine learning approach." Biomedical Signal Processing and Control. 96 (Part B). https://doi.org/10.1016/j.bspc.2024.106594Article
Graph-Enabled Reinforcement Learning for Time Series Forecasting With Adaptive Intelligence
Shaik, Thanveer, Tao, Xiaohui, Xie, Haoran, Li, Lin, Yong, Jianming and Li, Yuefeng. 2024. "Graph-Enabled Reinforcement Learning for Time Series Forecasting With Adaptive Intelligence." IEEE Transactions on Emerging Topics in Computational Intelligence. 8 (4), pp. 2908-2918. https://doi.org/10.1109/TETCI.2024.3398024Article
All you need is data preparation: A systematic review of image harmonization techniques in Multi-center/device studies for medical support systems
Seoni, Silvia, Shahini, Alen, Meiburger, Kristen M., Marzola, Francesco, Rotunno, Giulia, Acharya, U. Rajendra, Molinari, Filippo and Salvi, Massimo. 2024. "All you need is data preparation: A systematic review of image harmonization techniques in Multi-center/device studies for medical support systems." Computer Methods and Programs in Biomedicine. 250. https://doi.org/10.1016/j.cmpb.2024.108200Article
Erdos: A Novel Blockchain Consensus Algorithm with Equitable Node Selection and Deterministic Block Finalization
Sello, Buti, Yong, Jianming and Tao, Xiaohui. 2024. "Erdos: A Novel Blockchain Consensus Algorithm with Equitable Node Selection and Deterministic Block Finalization." Data Science and Engineering. 9, pp. 361-377. https://doi.org/10.1007/s41019-024-00251-0Article
Harnessing machine learning for EEG signal analysis: Innovations in depth of anaesthesia assessment
Schmierer, Thomas, Li, Tianning and Li, Yan. 2024. "Harnessing machine learning for EEG signal analysis: Innovations in depth of anaesthesia assessment." Artificial Intelligence in Medicine. 151. https://doi.org/10.1016/j.artmed.2024.102869Article
The TESS-Keck Survey. XII. A Dense 1.8 R⊕ Ultra-short-period Planet Possibly Clinging to a High-mean-molecular-weight Atmosphere after the First Gigayear
Rubenzahl, Ryan A., Dai, Fei, Howard, Andrew W., Lissauer, Jack J., Van Zandt, Judah, Beard, Corey, Giacalone, Steven, Akana Murphy, Joseph M., Chontos, Ashley, Lubin, Jack, Brinkman, Casey L., Tyler, Dakotah, MacDougall, Mason G., Rice, Malena, Dalba, Paul A., Mayo, Andrew W., Weiss, Lauren M., Polanski, Alex S., Blunt, Sarah, ..., Pedani, Marco. 2024. "The TESS-Keck Survey. XII. A Dense 1.8 R⊕ Ultra-short-period Planet Possibly Clinging to a High-mean-molecular-weight Atmosphere after the First Gigayear ." The Astronomical Journal. 167 (4). https://doi.org/10.3847/1538-3881/ad28bbArticle
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