School of Mathematics, Physics and Computing


TypeDepartment/Institute
Faculty/DepartmentAcademic Affairs
HeadProf Robert Sang
Director of ResearchDr Nawin Raj
Prof Yan Li

Latest research outputs

4044 results found
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CAROTIDNet: A Novel Carotid Symptomatic/Asymptomatic Plaque Detection System Using CNN-Based Tangent Optimization Algorithm in B-Mode Ultrasound Images
Ali, Tanweer, Pathan, Sameena, Salvi, Massimo, Meiburger, Kristen M., Molinari, Filippo and Acharya, U. Rajendra. 2024. "CAROTIDNet: A Novel Carotid Symptomatic/Asymptomatic Plaque Detection System Using CNN-Based Tangent Optimization Algorithm in B-Mode Ultrasound Images." IEEE Access. 12, pp. 73970-73979. https://doi.org/10.1109/ACCESS.2024.3404023

Article

Automated reading level classification model based on improved orbital pattern
Abed, Rusul Qasim, Dikmen, Melih, Aydemir, Emrah, Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker, Palmer, Elizabeth Emma, Ciaccio, Edward J. and Acharya, U. Rajendra. 2024. "Automated reading level classification model based on improved orbital pattern." Multimedia Tools and Applications. 83 (17), pp. 52819-52840. https://doi.org/10.1007/s11042-023-17535-8

Article

Integrating rainfall index-based insurance with optimal crop management strategies can reduce financial risks for Australian dryland cotton farmers
Nguyen-Huy, Thong, Kath, Jarrod, Kouadio, Louis, King, Rachel, Mushtaq, Shahbaz and Barratt, Jonathan. 2024. "Integrating rainfall index-based insurance with optimal crop management strategies can reduce financial risks for Australian dryland cotton farmers." Sustainable Futures. 8. https://doi.org/10.1016/j.sftr.2024.100249

Article

EXVul: Toward Effective and Explainable Vulnerability Detection for IoT Devices
Cao, Sicong, Sun, Xiaobing, Liu, Wei, Wu, Di, Zhang, Jiale, Li, Yan, Luan, Tom H. and Gao, Longxiang. 2024. "EXVul: Toward Effective and Explainable Vulnerability Detection for IoT Devices ." IEEE Internet of Things Journal. 11 (12), pp. 22385-22398. https://doi.org/10.1109/JIOT.2024.3381641

Article

Robust equivalent circuit model parameters identification scheme for State of Charge (SOC) estimation based on maximum correntropy criterion
Zhang, Kexin, Zhao, Xuezhuan, Chen, Yu, Wu, Di, Cai, Taotao, Wang, Yi, Li, Lingling and Zhang, Ji. 2024. "Robust equivalent circuit model parameters identification scheme for State of Charge (SOC) estimation based on maximum correntropy criterion." International Journal of Electrochemical Science. 19 (5). https://doi.org/10.1016/j.ijoes.2024.100558

Article

A playground shade index for standardising ultraviolet protection assessments of open, mixed and protected outdoor recreational spaces
Downs, Nathan, Butler, Harry, Dexter, Benjamin, Raj, Nawin, Downs, Melanie, Turner, Joanna, Dekeyser, Stijn, Deo, Ravinesh, Vanos, Jennifer, Igoe, Damien and Parisi, Alfio V. 2024. "A playground shade index for standardising ultraviolet protection assessments of open, mixed and protected outdoor recreational spaces." 6th International conference UV and Skin Cancer Prevention. Brisbane, Australia 11 - 15 Sep 2024 Australia.

Poster

Long wave propagation in canals with spatially varying cross-sections and currents
Churilov, Semyon and Stepanyants, Yury. 2024. "Long wave propagation in canals with spatially varying cross-sections and currents." Nonlinear and Modern Mathematical Physics (NMMP 2022). Tallahassee, United States 17 - 19 Jun 2022 United States. Springer. pp. 19-79 https://doi.org/10.1007/978-3-031-59539-4_2

Paper

Localized wave structures: Solitons and beyond
Ostrovsky, L., Pelinovsky, E., Shrira, V. and Stepanyants, Y.. 2024. "Localized wave structures: Solitons and beyond." Chaos: an interdisciplinary journal of nonlinear science. 34. https://doi.org/10.1063/5.0210903

Article

Doomed Worlds. I. No New Evidence for Orbital Decay in a Long-term Survey of 43 Ultrahot Jupiters
Adams, Elisabeth R., Jackson, Brian, Sickafoose, Amanda A., Morgenthaler, Jeffrey P., Worters, Hannah, Stubbers, Hailey, Carson, Dallon, Bhure, Sakhee, Dekeyser, Stijn, Huang, Chelsea and Weinberg, Nevin N.. 2024. "Doomed Worlds. I. No New Evidence for Orbital Decay in a Long-term Survey of 43 Ultrahot Jupiters ." The Planetary Science Journal. 5 (7). https://doi.org/10.3847/PSJ/ad3e80

Article

UV albedo and reflectance: is it possible to predict erythemal reflectance from solar visible reflectance with respect to the type of material?
Turner, Joanna, Parisi, Alfio V, Amar, Abdurazaq and Downs, Nathan. 2024. "UV albedo and reflectance: is it possible to predict erythemal reflectance from solar visible reflectance with respect to the type of material?" 6th International conference UV and Skin Cancer Prevention. Brisbane, Australia 11 - 15 Sep 2024 Australia.

Presentation

A legacy of more than two decades of UV radiation measurement studies at the University of Southern Queensland
Amar, Abdurazaq, Parisi, Alfio, Downs, Nathan, Turner, Joanna, Igoe, Damien, Butler, Harry and Dekeyser, Stijn. 2024. "A legacy of more than two decades of UV radiation measurement studies at the University of Southern Queensland." 6th International conference UV and Skin Cancer Prevention. Brisbane, Australia 11 - 15 Sep 2024 Australia.

Poster

Comprehensive analysis of little leaf disease incidence and resistance in eggplant
Muthusamy, Muthusamy, Yogiraj, Gawande Priya, Elaiyabharath, Thiyagarajan, Jesu, Bonipas Antony John, Johnson, Iruthayasamy, Jaffer, Shajith Basha, Dhanabalan, Shanmuga Priya, Boopathi, Narayanan Manikanda, Marimuthu, Subbaiyan, Shobeiri Nejad, Hamid, Adorada, Dante L. and Periyannan, Sambasivam. 2024. "Comprehensive analysis of little leaf disease incidence and resistance in eggplant." BMC Plant Biology. 24, p. 576. https://doi.org/10.1186/s12870-024-05257-4

Article

Making sense of student feedback and engagement using artificial intelligence
Dann, Christopher, Redmond, Petrea, Fanshawe, Melissa, Brown, Alice, Getenet, Seyum, Shaik, Thanveer, Tao, Xiaohui, Galligan, Linda and Li, Yan. 2024. "Making sense of student feedback and engagement using artificial intelligence." Australasian Journal of Educational Technology. 40 (3). https://doi.org/10.14742/ajet.8903

Article

Multi-Step-Ahead Wind Speed Forecast System: Hybrid Multivariate Decomposition and Feature Selection-Based Gated Additive Tree Ensemble Model
Joseph, Lionel P., Deo, Ravinesh C., Casillas-Perez, David, Prasad, Ramendra, Raj, Nawin and Salcedo-sanz, Sancho. 2024. "Multi-Step-Ahead Wind Speed Forecast System: Hybrid Multivariate Decomposition and Feature Selection-Based Gated Additive Tree Ensemble Model." IEEE Access. 12, pp. 58750-58777. https://doi.org/10.1109/ACCESS.2024.3392899

Article

Deep Learning-Assisted Sensitive 3C-SiC Sensor for Long-Term Monitoring of Physical Respiration
Tran, Thi Lap, Nguyen, Duy Van, Nguyen, Hung, Nguyen, Thi Phuoc Van, Song, Pingan, Deo, Ravinesh C, Moloney, Clint, Dao, Viet Dung, Nguyen, Nam-Trung and Dinh, Toan. 2024. "Deep Learning-Assisted Sensitive 3C-SiC Sensor for Long-Term Monitoring of Physical Respiration." Advanced Sensor Research. 3 (8). https://doi.org/10.1002/adsr.202300159

Article

Copula-Probabilistic Flood Risk Analysis with an Hourly Flood Monitoring Index
Chand, Ravinesh, Nguyen-Huy, Thong, Deo, Ravinesh C., Ghimire, Sujan, Ali, Mumtaz and Ghahramani, Afshin. 2024. "Copula-Probabilistic Flood Risk Analysis with an Hourly Flood Monitoring Index." Water. 16 (11). https://doi.org/10.3390/w16111560

Article

From conceptualization to practice: enhancing economic resilience at the local government level in Australia
Singh-Peterson, Lila, Kassulke, Anna and Raj, Nawin. 2024. "From conceptualization to practice: enhancing economic resilience at the local government level in Australia." Journal of Environmental Policy and Planning. 26 (3), pp. 295-310. https://doi.org/10.1080/1523908X.2024.2334709

Article

Challenges of using tibia bone ash and toe ash as biomarkers of phosphorus nutrition for meat chickens
Li, X., Zou, Z., Zhang, Z.W., Zhang, D., Huang, K.H. and Bryden, W.L.. 2024. "Challenges of using tibia bone ash and toe ash as biomarkers of phosphorus nutrition for meat chickens." Journal of Applied Animal Nutrition. 12 (1), pp. 40-54. https://doi.org/10.1163/2049257X-20231004

Article

Empirical curvelet transform based deep DenseNet model to predict NDVI using RGB drone imagery data
Diykh, Mohammed, Ali, Mumtaz, Jamei, Mehdi, Abdulla, Shahab, Uddin, Md Palash, Farooque, Aitazaz Ahsan, Labban, Abdulhaleem H. and Alabdally, Hussein. 2024. "Empirical curvelet transform based deep DenseNet model to predict NDVI using RGB drone imagery data." Computers and Electronics in Agriculture. 221. https://doi.org/10.1016/j.compag.2024.108964

Article

Trialling a new method to attract feral cats (Felis catus) in situ – the Mata Hari Judas queen
Dennien, Abby L., Edwards, Megan C., Hoy, Julia M., Nicolson, Vere, Brady, Megan J. and Murray, Peter J.. 2024. "Trialling a new method to attract feral cats (Felis catus) in situ – the Mata Hari Judas queen." Wildlife Research. 51 (4). https://doi.org/10.1071/WR23128

Article

FRAMU: Attention-based Machine Unlearning using Federated Reinforcement Learning
Shaik, Thanveer, Tao, Xiaohui, Li, Lin, Xie, Haoran, Cai, Taotao, Zhu, Xiaofeng and Li, Qing. 2024. "FRAMU: Attention-based Machine Unlearning using Federated Reinforcement Learning ." IEEE Transactions on Knowledge and Data Engineering. 36 (10), pp. 5153-5167. https://doi.org/10.1109/TKDE.2024.3382726

Article

Frequency downshifting in decaying wavetrains on the ocean surface covered by ice floes
Slunyaev, A. V. and Stepanyants, Y. A.. 2024. "Frequency downshifting in decaying wavetrains on the ocean surface covered by ice floes." Physics of Fluids. 36 (3). https://doi.org/10.1063/5.0200538

Article

A hidden population of massive white dwarfs: two spotted K + WD binaries
Rowan, Dominick M, Jayasinghe, Tharindu, Tucker, Michael A., Lam, Casey Y., Thompson, Todd A., Kochanek, Christopher S., Abrams, Natasha S., Fulton, Benjamin J., Ilyin, Ilya, Isaacson, Howard, Lu, Jessica R., Martin, David V. and Nicholson, Belinda. 2024. "A hidden population of massive white dwarfs: two spotted K + WD binaries." Monthly Notices of the Royal Astronomical Society. 529, pp. 587-603. https://doi.org/10.1093/mnras/stae517

Article

A hot mini-Neptune and a temperate, highly eccentric sub-Saturn around the bright K-dwarf TOI-2134
Rescigno, F., Hebrard, G., Vanderburg, A. W., Mann, A.W., Mortier, A., Morrell, S., Buchhave, L. A., Collins, K. A., Mann, C. R., Hellier, C., Haywood, R. D., West, R., Stalport, M., Heidari, N., Anderson, D., Huang, C. X., Lopez-Morales, M., Cortés-Zuleta, P., Lewis, H.M., ..., Fores-Toribio, R.. 2024. "A hot mini-Neptune and a temperate, highly eccentric sub-Saturn around the bright K-dwarf TOI-2134." Monthly Notices of the Royal Astronomical Society. 527, pp. 5385-5407. https://doi.org/10.1093/mnras/stad3255

Article

Confirming the Warm and Dense Sub-Saturn TIC 139270665 b with the Automated Planet Finder and Unistellar Citizen Science Network
Peluso, Daniel O’Conner, Dalba, Paul A., Wright, Duncan, Esposito, Thomas M., Sgro, Lauren A., Weaver, Ian C., Marchis, Franck, Dragomir, Diana, Villanueva, Steven Jr., Fulton, Benjamin, Isaacson, Howard, Gupta, Arvind F., Jacobs, Thomas Lee, LaCourse, Daryll M., Gagliano, Robert, Kristiansen, Martti H., Omohundro, Mark, Schwengeler, Hans M., Terentev, Ivan A., ..., Jay, Nathan. 2024. "Confirming the Warm and Dense Sub-Saturn TIC 139270665 b with the Automated Planet Finder and Unistellar Citizen Science Network." The Astronomical Journal. 167 (4). https://doi.org/10.3847/1538-3881/ad2772

Article

UAV Control Method Combining Reptile Meta-Reinforcement Learning and Generative Adversarial Imitation Learning
Jiang, Shui, Ge, Yanning, Yang, Xu, Yang, Wencheng and Cui, Hui. 2024. "UAV Control Method Combining Reptile Meta-Reinforcement Learning and Generative Adversarial Imitation Learning." Future Internet. 16 (3). https://doi.org/10.3390/fi16030105

Article

Evaluating Cryptocurrency Market Risk on the Blockchain: An Empirical Study Using the ARMA-GARCH-VaR Model
Huang, Yongrong, Wang, Huiqing, Chen, Zhide, Feng, Chen, Zhu, Kexin, Yang, Xu and Yang, Wencheng. 2024. "Evaluating Cryptocurrency Market Risk on the Blockchain: An Empirical Study Using the ARMA-GARCH-VaR Model." IEEE Open Journal of the Computer Society. 5, pp. 83-94. https://doi.org/10.1109/OJCS.2024.3370603

Article

An automatic method using MFCC features for sleep stage classification
Pei, Wei, Li, Yan, Wen, PPeng, Yang, Fuwen and Ji, Xiaopeng. 2024. "An automatic method using MFCC features for sleep stage classification." Brain Informatics. 11. https://doi.org/10.1186/s40708-024-00219-w

Article

Impact of prenatal maternal dietary exclusion on childhood obesity and overweight risk
Horne, Brenton, Kabir, Enamul and Alam, Khorshed. 2024. "Impact of prenatal maternal dietary exclusion on childhood obesity and overweight risk." PLoS One. 19 (3). https://doi.org/10.1371/journal.pone.0297614

Article

Application of artificial intelligence techniques for non-alcoholic fatty liver disease diagnosis: A systematic review (2005–2023)
Zamanian, H., Shalbaf, A., Zali, M.R., Khalaj, A.R., Dehghan, P., Tabesh, M., Hatami, B., Alizadehsani, R., Tan, Ru-San and Acharya, U. Rajendra. 2024. "Application of artificial intelligence techniques for non-alcoholic fatty liver disease diagnosis: A systematic review (2005–2023)." Computer Methods and Programs in Biomedicine. 244. https://doi.org/10.1016/j.cmpb.2023.107932

Article

Contrastive sentence representation learning with adaptive false negative cancellation
Xu, Lingling, Xie, Haoran, Wang, Fu Lee, Tao, Xiaohui, Wang, Weiming and Li, Qing. 2024. "Contrastive sentence representation learning with adaptive false negative cancellation." Information Fusion. 102. https://doi.org/10.1016/j.inffus.2023.102065

Article

Efficient reinforcement learning-based method for plagiarism detection boosted by a population-based algorithm for pretraining weights
Xiong, Jiale, Yang, Jing, Yan, Lei, Awais, Muhammad, Khan, Abdullah Ayub, Alizadehsani, Roohallah and Acharya, U. Rajendra. 2024. "Efficient reinforcement learning-based method for plagiarism detection boosted by a population-based algorithm for pretraining weights." Expert Systems with Applications. 238 (Part E). https://doi.org/10.1016/j.eswa.2023.122088

Article

Coronagraphic Data Post-processing Using Projections on Instrumental Modes
Xin, Yinzi, Pueyo, Laurent, Laugier, Romain, Pogorelyuk, Leonid, Douglas, Ewan S., Pope, Benjamin J. S. and Cahoy, K.L.. 2024. "Coronagraphic Data Post-processing Using Projections on Instrumental Modes." The Astrophysical Journal: an international review of astronomy and astronomical physics. 963 (2). https://doi.org/10.3847/1538-4357/ad1879

Article

RCNet: Related Context-Driven Network with Hierarchical Attention for Salient Object Detection
Xia, Chenxing, Sun, Yanguang, Li, Kuan-Ching, Ge, Bin, Zhang, Hanling, Jiang, Bo and Zhang, Ji. 2024. "RCNet: Related Context-Driven Network with Hierarchical Attention for Salient Object Detection." Expert Systems with Applications. 237 (Part A). https://doi.org/10.1016/j.eswa.2023.121441

Article

A Blockchain-Based Trustworthy Access Control Scheme for Medical Data Sharing
Wang, Canling, Wu, Wei, Chen, Fulong, Shu, Hong, Zhang, Ji, Zhang, Yuxuan, Wang, Taochun, Xie, Dong and Zhao, Chuanxin. 2024. "A Blockchain-Based Trustworthy Access Control Scheme for Medical Data Sharing." IET Information Security. 2024. https://doi.org/10.1049/2024/5559522

Article

Findings, progress, and lessons learned during the first 3 years of a student-led interprofessional health clinic in regional Australia
Walker, Clara, Sangelaji, Bahram, Osborn, Dayle, Cotter, Nicola, Argus, Geoff and Hulme, Adam. 2024. "Findings, progress, and lessons learned during the first 3 years of a student-led interprofessional health clinic in regional Australia." Journal of Interprofessional Care. 38 (2). https://doi.org/10.1080/13561820.2023.2282084

Article

The large-scale magnetic field of the M dwarf double-line spectroscopic binary FK Aqr
Tsvetkova, S., Morin, J., Folsom, C. P., Le Bouquin, J., Alecian, E., Bellotti, S., Hussain, G., Kochukhov, O., Marsden, S. c., Neiner, C., Petit, P. and Wade, G.. 2024. "The large-scale magnetic field of the M dwarf double-line spectroscopic binary FK Aqr." Astronomy and Astrophysics: a European journal. 682. https://doi.org/10.1051/0004-6361/202347604

Article

Black-white hole pattern: an investigation on the automated chronic neuropathic pain detection using EEG signals
Tasci, Irem, Baygin, Mehmet, Barua, Prabal Datta, Hafeez-Baig, Abdul, Dogan, Sengul, Tuncer, Turker, Tan, Ru-San and Acharya, U. Rajendra. 2024. "Black-white hole pattern: an investigation on the automated chronic neuropathic pain detection using EEG signals." Cognitive Neurodynamics. 18 (5), pp. 2193-2210. https://doi.org/10.1007/s11571-024-10078-0

Article

Exploring Rhythms and Channels-Based EEG Biomarkers for Early Detection of Alzheimer's Disease
Siuly, Siuly, Alcin, Ömer Faruk, Wang, Hua, Li, Yan and Wen, Peng. 2024. "Exploring Rhythms and Channels-Based EEG Biomarkers for Early Detection of Alzheimer's Disease ." IEEE Transactions on Emerging Topics in Computational Intelligence. 8 (2), pp. 1609-1623. https://doi.org/10.1109/TETCI.2024.3353610

Article

Automated detection and forecasting of COVID-19 using deep learning techniques: A review
Shoeibi, Afshin, Khodatars, Marjane, Jafari, Mahboobeh, Ghassemi, Navid, Sadeghi, Delaram, Moridian, Parisa, Khadem, Ali, Alizadehsani, Roohallah, Hussain, Sadiq, Zare, Assef, Sani, Zahra Alizadeh, Khozeimeh, Fahime, Nahavandi, Saeid, Acharya, U. Rajendra and Gorriz, Juan M.. 2024. "Automated detection and forecasting of COVID-19 using deep learning techniques: A review." Neurocomputing. 577. https://doi.org/10.1016/j.neucom.2024.127317

Article