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
4103 results found
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Maternal health and child health disparities among Indigenous and non-Indigenous Australian children: Insights from repeated measures across infancy and adolescence
Afroz, Nahida, Kabir, Enamul, Alam, Khorshed and Hossain, Zakir. 2025. "Maternal health and child health disparities among Indigenous and non-Indigenous Australian children: Insights from repeated measures across infancy and adolescence." Social Science and Medicine. 381. https://doi.org/10.1016/j.socscimed.2025.118292Article
Advancing DoA assessment through federated learning: A one-shot pseudo data approach
Schmierer, Thomas, Li, Tianning, Wu, Di and Li, Yan. 2025. "Advancing DoA assessment through federated learning: A one-shot pseudo data approach ." Neurocomputing. 634. https://doi.org/10.1016/j.neucom.2025.129812Article
Three-dimensional Orbit and Dynamical Masses of GJ 105 AC
Dedrick, Cayla M., Wright, Jason T., Eastman, Jason D., Blake, Cullen H., Johnson, Samson A., Plavchan, Peter, Johnson, John Asher, Sliski, David H., Wilson, Maurice L., Wittenmyer, Robert A., Barclay, Thomas, Horner, Jonathan, Kane, Stephen R., Wang, Sharon X. and Horner, J.. 2025. "Three-dimensional Orbit and Dynamical Masses of GJ 105 AC." The Astrophysical Journal. 985, p. 255. https://doi.org/10.3847/1538-4357/adc564Contribution to Journal
Asteroseismology of the G8 subgiant β Aquilae with SONG-Tenerife, SONG-Australia and TESS
Kjeldsen, Hans, Bedding, Timothy R., Li, Yaguang, Grundahl, Frank, Andersen, Mads, Wright, Duncan J., Soutter, Jack, Wittenmyer, Rob, Reyes, Claudia, Stello, Dennis, Crawford, Courtney, Zhou, Yixiao, Clerte, Mathieu, Palle, Pere L., Simon-Diaz, Sergio, Christensen-Dalsgaard, Jørgen, Handberg, Rasmus, Hansen, Hasse, Heeren, Paul, ..., Murphy, Simon J.. 2025. "Asteroseismology of the G8 subgiant β Aquilae with SONG-Tenerife, SONG-Australia and TESS." Astronomy and Astrophysics: a European journal. 700. https://doi.org/10.1051/0004-6361/202554633Article
DMPat-based SOXFE: investigations of the violence detection using EEG signals
Yildirim, Kubra, Keles, Tugce, Dogan, Sengul, Tuncer, Turker, Tasci, Irem, Hafeez-Baig, Abdul, Barua, Prabal Datta and Acharya, U. R.. 2025. "DMPat-based SOXFE: investigations of the violence detection using EEG signals ." Cognitive Neurodynamics. 19. https://doi.org/10.1007/s11571-025-10266-6Article
Deep learning techniques for automated coronary artery segmentation and coronary artery disease detection: A systematic review of the last decade (2013-2024)
Yaman, Suleyman, Aslan, Ozkan, Güler, Hasan, Sengur, Abdulkadir, Hafeez-Baig, Abdul, Tan, Ru-San, Deo, Ravinesh C, Barua, Prabal Datta and Acharya, U. Rajendra. 2025. "Deep learning techniques for automated coronary artery segmentation and coronary artery disease detection: A systematic review of the last decade (2013-2024)." Computer Methods and Programs in Biomedicine. 268. https://doi.org/doi:10.1016/j.cmpb.2025.108858Article
The Close AGN Reference Survey (CARS): Long-term spectral variability study of the changing-look AGN Mrk 1018
Saha, T., Krumpe, M., Markowitz, A., Powell, M., Leung, G., Combes, F., McElroy, R. E., Elford, J. S., Gaspari, M., Winkel, N., Coil, A. L., Urrutia, T. and McElroy, R.. 2025. "The Close AGN Reference Survey (CARS): Long-term spectral variability study of the changing-look AGN Mrk 1018." Astronomy and Astrophysics. 699, p. A205. https://doi.org/10.1051/0004-6361/202554707Contribution to Journal
The Close AGN Reference Survey (CARS): a comparison between sub-mm and optical AGN diagnostic diagrams
Elford, Jacob S., Davis, Timothy A., Ruffa, Ilaria, Baum, Stefi A., Combes, Francoise, Gaspari, Massimo, McElroy, Rebecca, O'Dea, Christopher P., Omoruyi, Osase, Singha, Mainak, Tremblay, Grant R., Winkel, Nico and McElroy, R.. 2025. "The Close AGN Reference Survey (CARS): a comparison between sub-mm and optical AGN diagnostic diagrams." Monthly Notices of the Royal Astronomical Society. 541, pp. 1994-2007. https://doi.org/10.1093/mnras/staf1096Contribution to Journal
Sesame Grower Guide Factsheet
Rixon, C., Adorada, D., Umansky, F., Chauhan, B., Bhattarai, S., Biggs, I and Trotter, T.. 2025. Sesame Grower Guide Factsheet. Australia. CRC for Developing Northern Australia.Manual/Instructions
Kalonji Grower Guide Factsheet
Rixon, C., Adorada, D., Umansky, M., Chauhan, B., Bhattarai, S., Biggs, I. and Trotter, T.. 2025. Kalonji Grower Guide Factsheet. Australia. CRC for Developing Northern Australia.Manual/Instructions
Fennel Seed Grower Guide Factsheet
Rixon, C., Adorada, D., Umansky, M., Chauhan, B., Bhattarai, S., Biggs, I. and Trotter, T.. 2025. Fennel Seed Grower Guide Factsheet. Australia. CRC for Developing Northern Australia.Manual/Instructions
Continual Text-to-Video Retrieval with Frame Fusion and Task-Aware Routing
Zhao, Zecheng, Chen, Zhi, Huang, Zi, Sadiq, Shazia and Chen, Tong. 2025. "Continual Text-to-Video Retrieval with Frame Fusion and Task-Aware Routing." 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '25). Padua, Italy 13 - 18 Jul 2025 United States. Association for Computing Machinery (ACM). https://doi.org/10.1145/3726302.3729936Paper
Dynamic Target Distribution Estimation for Source-Free Open-Set Domain Adaptation
Yu, Zhiqi, Liao, Zhichao, Li, Jingjing, Chen, Zhi and Zhu, Lei. 2025. "Dynamic Target Distribution Estimation for Source-Free Open-Set Domain Adaptation." 39th AAAI Conference on Artificial Intelligence (AAAI 2025). Philadelphia, Pennsylvania, United States 25 Feb - 04 Mar 2025 United States. Association for the Advancement of Artificial Intelligence (AAAI). https://doi.org/10.1609/aaai.v39i21.34380Paper
Everyone's talking about the Perseid meteor shower – but don't bother trying to see it in Australia or NZ
Horner, Jonti. 2025. "Everyone's talking about the Perseid meteor shower – but don't bother trying to see it in Australia or NZ." The Conversation.Blog
Nobody knows the truffle I’ve seen: highlighting underappreciated mycophages
Fox, G., Dearnaley, J. and Edwards, M.. 2025. "Nobody knows the truffle I’ve seen: highlighting underappreciated mycophages." Australian Mammal Society 2025. Toowoomba, Australia 23 - 25 Jun 2025Poster
The economic value of virtual primary healthcare services for rural populations: A systematic review
Simpson, Digby, Ahmad, Kabir, Mosharaf, Md Parvez, Nasir, Bushra Farah, Kondalsamy-Chennakesavan, Srinivas, McGrail, Matthew, Wallis, Katharine A and Alam, Khorshed. 2025. "The economic value of virtual primary healthcare services for rural populations: A systematic review." Health Policy And Technology. 14 (5). https://doi.org/10.1016/j.hlpt.2025.101067Article
AI-driven multi-agent reinforcement learning framework for real-time monitoring of physiological signals in stress and depression contexts
Shaik, Thanveer, Tao, Xiaohui, Li, Lin, Xie, Haoran, Dai, Hong-Ning, Zhao, Feng and Yong, Jianming. 2025. "AI-driven multi-agent reinforcement learning framework for real-time monitoring of physiological signals in stress and depression contexts." Brain Informatics. 12 (1). https://doi.org/10.1186/s40708-025-00262-1Article
Pulsations in binary stars – a short review
Murphy, S.J.. 2025. "Pulsations in binary stars – a short review." Contributions of the Astronomical Observatory Skalnate Pleso. 55 (3), pp. 122-140. https://doi.org/10.31577/caosp.2025.55.3.122Article
MuRAt-CAP-Net: A novel multi-input residual attention network for automated detection of A-phases and subtypes in cyclic alternating patterns
Yaman, Suleyman, Güler, Hasan, Sengur, Abdulkadir, Hafeez-Baig, Abdul and Acharya, U. Rajendra. 2025. "MuRAt-CAP-Net: A novel multi-input residual attention network for automated detection of A-phases and subtypes in cyclic alternating patterns." Biomedical Signal Processing and Control. 110 (Part A). https://doi.org/10.1016/j.bspc.2025.108221Article
Causal integration in graph neural networks toward enhanced classification: benchmarking and advancements for robust performance
Job, Simi, Tao, Xiaohui, Cai, Taotao, Li, Lin, Sheng, Quan Z, Xie, Haoran and Yong, Jianming. 2025. "Causal integration in graph neural networks toward enhanced classification: benchmarking and advancements for robust performance." World Wide Web. 28 (3). https://doi.org/10.1007/s11280-025-01343-1Article
AirQuaNet: A Convolutional Neural Network Model With Multi-Scale Feature Learning and Attention Mechanisms for Air Quality-Based Health Impact Prediction
Chadalavada, Sreeni, Yaman, Suleyman, Sengur, Abdulkadir, Deo, Ravinesh C., Hafeez-Baig, Abdul, Kolbe-Alexander, Tracy, Sampathila, Niranjana and Acharya, U. Rajendra. 2025. "AirQuaNet: A Convolutional Neural Network Model With Multi-Scale Feature Learning and Attention Mechanisms for Air Quality-Based Health Impact Prediction." IEEE Access. 13, pp. 96261-96276. https://doi.org/10.1109/ACCESS.2025.3574722Article
Gated-LNN: Gated Liquid Neural Networks for Accurate Water Quality Index Prediction and Classification
Chadalavada, Sreeni, Yaman, Süleyman, Yaman, Suleyman, Sengur, Abdulkadi, Hafeez-Baig, Abdul, Tan, Ru-San, Barua, Prabal Datta, Deo, Ravinesh C., Kobayashi, Makiko and Acharya, U. Rajendra. 2025. "Gated-LNN: Gated Liquid Neural Networks for Accurate Water Quality Index Prediction and Classification." IEEE Access. 13, pp. 69500-69512. https://doi.org/10.1109/ACCESS.2025.3561593Article
Optimizing radial velocity detection limits for Southern Habitable Worlds Observatory targets
Wittenmyer, Robert A, Errico, Adriana, Holt, Timothy R, Horner, Jonathan, Harada, Caleb K., Kane, Stephen R., Li, Zhexing and Fetherolf, Tara. 2025. "Optimizing radial velocity detection limits for Southern Habitable Worlds Observatory targets." Monthly Notices of the Royal Astronomical Society. 539 (1), pp. 457-462. https://doi.org/10.1093/mnras/staf503Article
Artificial intelligence for early detection of diabetes mellitus complications via retinal imaging
Sobhi, Navid, SaDeghi-Bazargani, Y., Mirzaei, M., Abdollahi, M., Jafarizadeh, A., Pedrammehr, S., Alizadehsani, R., Tan, R., Islam, S. and Acharya, U. Rajendra. 2025. "Artificial intelligence for early detection of diabetes mellitus complications via retinal imaging." Journal of Diabetes and Metabolic Disorders. 24. https://doi.org/10.1007/s40200-025-01596-7Article
The NEID Earth Twin Survey. II. Dynamical Masses in Seven High-acceleration Star Systems
Giovinazzi, Mark R., Blake, Cullen H., Robertson, Paul, Lin, Andrea S. J, Gupta, Arvind F., Mahadevan, Suvrath, Wright, Jason T., Bardalez Gagliuffi, Daniella, Dong, Jiayin, Fernandes, Rachel B., Fitzmaurice, Evan, Halverson, Samuel, Kanodia, Shubham, Logsdon, Sarah E., Luhn, Jacob K., McElwain, Michael W., Monson, Andy, Ninan, Joe P., Rajagopal, Jayadev, ..., Wittenmyer, Robert A. 2025. "The NEID Earth Twin Survey. II. Dynamical Masses in Seven High-acceleration Star Systems." The Astronomical Journal. 170 (1). https://doi.org/10.3847/1538-3881/add922Article
ALMA millimetre-wavelength imaging of HD 138965: new constraints on the debris dust composition and presence of planetary companions
Marshall, J.P., Hengst, S., Trejo-Cruz, A., del Burgo, C., Milli, J., Booth, M., Augereau, J.C., Choquet, E., Morales, F. Y., Thebault, P., Kemper, F., Faramaz-Gorka, V. and Bryden, G.. 2025. "ALMA millimetre-wavelength imaging of HD 138965: new constraints on the debris dust composition and presence of planetary companions." Monthly Notices of the Royal Astronomical Society. 541 (1), pp. 71-84. https://doi.org/10.1093/mnras/staf984Article
Enhanced magnetic activity in rapidly rotating binary stars
Yu, Jie, Gehan, Charlotte, Hekker, Saskia, Bazot, Michäel, Cameron, Robert H., Gaulme, Patrick, Bedding, Timothy R., Murphy, Simon J., Han, Zhanwen, Ting, Yuan-Sen, Tayar, Jamie, Chen, Yajie, Gizon, Laurent, Nordhaus, Jason and Bi, Shaolan. 2025. "Enhanced magnetic activity in rapidly rotating binary stars." Nature Astronomy. 9, pp. 1045-1052. https://doi.org/10.1038/s41550-025-02562-2Article
Enhancing Signal Processing Efficiency: A Novel Lossless Integer Compression Method (CIRB)
Farhat, Mohamad Khalil, Zhang, Ji, Tao, Xiaohui and Li, Tianning. 2025. "Enhancing Signal Processing Efficiency: A Novel Lossless Integer Compression Method (CIRB)." 2024 IEEE 17th International Conference on Signal Processing (ICSP). Suzhou, China 28 - 31 Oct 2024 China. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/ICSP62129.2024.10846506Paper
Unmasking Fake News: A Naïve Bayes Classifier Approach to Combat Misinformation
Sahi, Aqeel, Hayawi, Mustafa, Lafta, Raid, Abdulla, Shahab and Diykh, Mohammed. 2025. "Unmasking Fake News: A Naïve Bayes Classifier Approach to Combat Misinformation ." 4th International Conference on Innovations in Computing Research (ICR’25). London, United Kingdom 25 - 27 Aug 2025 Switzerland. Springer. https://doi.org/10.1007/978-3-031-95652-2_11Paper
Predicting C-Section Outcomes Among Bangladeshi Women: A Comparative Study of Machine Learning Techniques
Haque, Faisal, Nahar, Sabikun, Haque, Umme Marzia, Hossain, Zakir and Kabir, Enamul. 2025. "Predicting C-Section Outcomes Among Bangladeshi Women: A Comparative Study of Machine Learning Techniques." 13th International Conference on Health Information Science (HIS 2024). Hong Kong, China 08 - 10 Dec 2024 Singapore. Springer. https://doi.org/10.1007/978-981-96-5597-7_15Paper
Advancing Alzheimer's Disease Detection: A Novel Convolutional Neural Network based framework Leveraging EEG Data and Segment Length Analysis
Tawhid, Md Nurul Ahad, Siuly, Siuly, Kabir, Enamul and Li, Yan. 2025. "Advancing Alzheimer's Disease Detection: A Novel Convolutional Neural Network based framework Leveraging EEG Data and Segment Length Analysis." Brain Informatics. 12. https://doi.org/10.1186/s40708-025-00260-3Article
Insights into depression prediction, likelihood, and associations in children and adolescents: evidence from a 12 years study
Haque, Umme Marzia, Kabir, Enamul and Khanam, Rasheda. 2025. "Insights into depression prediction, likelihood, and associations in children and adolescents: evidence from a 12 years study." Health Information Science and Systems. 13. https://doi.org/10.1007/s13755-025-00335-9Article
Inclusion of Informal Carers in the Care of Older Adults in the Emergency Department: An Integrative Review
Nicholson, Belinda, Aggar, Christina and Huang, Ya-Ling. 2025. "Inclusion of Informal Carers in the Care of Older Adults in the Emergency Department: An Integrative Review." Journal of Clinical Nursing. https://doi.org/10.1111/jocn.17835Article
Influence of acute and chronic load on perceived wellbeing, neuromuscular performance, and immune function in male professional football
Harris, Alastair, Gabbett, Tim J., King, Rachel, Bird, Stephen P. and Terry, Peter. 2025. "Influence of acute and chronic load on perceived wellbeing, neuromuscular performance, and immune function in male professional football." Sports. 13 (6). https://doi.org/10.3390/sports13060176Article
Two-Way Gateway Designs to Allow Free Movement Between Safe Havens for Bettongs: A Captive Trial
Pan, Xin Lei, Hoy, Julia M., Brady, Megan J., Manning, Adrian D. and Edwards, Megan C.. 2025. "Two-Way Gateway Designs to Allow Free Movement Between Safe Havens for Bettongs: A Captive Trial." Ecology and Evolution. 15 (5). https://doi.org/10.1002/ece3.71481Article
Strengthening Sustainable Pathways by Detecting Variability in a Community's Resilience at the Sub-Local Government Level Using the GCRM
Singh-Peterson, Lila, Popvic, Igor, Karatela, Shamshad, Raj, Nawin and Batt, David. 2025. "Strengthening Sustainable Pathways by Detecting Variability in a Community's Resilience at the Sub-Local Government Level Using the GCRM." Sustainability. 17 (8). https://doi.org/10.3390/su17083372Article
Robust Approach for Human Activity Recognition Using Decomposing Technique Based Machine Learning Models
Abdulla, Suha Zadain, Diykh, Mohammed, Abdulla, Shahab, Alabdally, Hussein and Sahi, Aqeel. 2025. "Robust Approach for Human Activity Recognition Using Decomposing Technique Based Machine Learning Models ." 13th International Conference on Health Information Science (HIS 2024). Hong Kong, China 08 - 10 Dec 2024 Singapore. Springer. https://doi.org/10.1007/978-981-96-5597-7_25Paper
Physical Human Activity Recognition Based on Spectral Graph Wavelet Transforms Integrated with Machine Learning Model
Abdulla, Shahab, Majeed, Amar S., Al-Khafaji, Ali Basim, Alsalman, Wesaam, Diykh, Mohammed, Sahi, Aqeel, Alabdally, Hussein and Khudhur, Khaleel Ali. 2025. "Physical Human Activity Recognition Based on Spectral Graph Wavelet Transforms Integrated with Machine Learning Model." 13th International Conference on Health Information Science (HIS 2024). Hong Kong, China 08 - 10 Dec 2024 Singapore . Springer. https://doi.org/10.1007/978-981-96-5597-7_24Paper
An Enhanced Data Collection System for Social Enterprises: Securing Impact with Machine Learning and Cryptography
Muttaki, Fardin, Sahi, Aqeel, Abdulla, Shahab and Aljebur, Kaled. 2025. "An Enhanced Data Collection System for Social Enterprises: Securing Impact with Machine Learning and Cryptography ." FinTech and Sustainable Innovation (FSI). https://doi.org/10.47852/bonviewFSI52025209Article
The Development of a Novel Quantum Pre-processing Filter to Improve Image Classification Accuracy of Neural Network Models
Riaz, Farina, Abdulla, Shahab, Suzuki, Hajime, Ganguly, Srinjoy, Deo, Ravinesh C. and Hopkins, Susan. 2025. "The Development of a Novel Quantum Pre-processing Filter to Improve Image Classification Accuracy of Neural Network Models ." Journal of Data Science and Intelligent Systems. https://doi.org/10.47852/bonviewJDSIS52024231Article
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