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
4106 results found
Sort by Date Title
Application of transfer learning for biomedical signals: A comprehensive review of the last decade (2014–2024)
Jafari, Mahboobeh, Tao, Xiaohui, Barua, Prabal, Tan, Ru-San and Acharya, U.Rajendra. 2025. "Application of transfer learning for biomedical signals: A comprehensive review of the last decade (2014–2024)." Information Fusion. 118. https://doi.org/10.1016/j.inffus.2025.102982Article
BrainNeXt: novel lightweight CNN model for the automated detection of brain disorders using MRI images
Poyraz, Melahat, Poyraz, Ahmet Kursad, Dogan, Yusuf, Gunes, Selva, Mir, Hasan S., Paul, Jose Kunnel, Barua, Prabal Datta, Baygin, Mehmet, Dogan, Sengul, Tuncer, Turker, Molinari, Filippo and Acharya, Rajendra. 2025. "BrainNeXt: novel lightweight CNN model for the automated detection of brain disorders using MRI images." Cognitive Neurodynamics. 19 (1). https://doi.org/10.1007/s11571-025-10235-zArticle
A novel uncertainty-aware liquid neural network for noise-resilient time series forecasting and classification
Akpinar, Muhammed Halil, Atila, Orhan, Sengur, Abdulkadir, Salvi, Massimo and Acharya, U.R.. 2025. "A novel uncertainty-aware liquid neural network for noise-resilient time series forecasting and classification." Chaos, Solitons and Fractals. 193. https://doi.org/10.1016/j.chaos.2025.116130Article
TESS Giants Transiting Giants. VII. A Hot Saturn Orbiting an Oscillating Red Giant Star
Saunders, Nicholas, Grunblatt, Samuel K., Huber, Daniel, Ong, J. M. Joel, Schlaufman, Kevin C., Hey, Daniel, Li, Yaguang, Butler, R. P., Crane, Jeffrey D., Shectman, Steve, Teske, Johanna K., Quinn, Samuel N., Yee, Samuel W, Brahm, Rafael, Trifonov, Trifon, Jordan, Andrés, Henning, Thomas, Sing, David K., MacGregor, Meredith, ..., Jenkins, Jon M.. 2025. "TESS Giants Transiting Giants. VII. A Hot Saturn Orbiting an Oscillating Red Giant Star." The Astronomical Journal. 169 (2). https://doi.org/10.3847/1538-3881/ad9a87Article
A novel complexity reduction technique using visibility relationship and perpendicular distance recursive refinement for physiological signals
Atila, Orhan, Akpinar, Muhammed Halil, Sengur, Abdulkadir and Acharya, U.R.. 2025. "A novel complexity reduction technique using visibility relationship and perpendicular distance recursive refinement for physiological signals." Communications in Nonlinear Science and Numerical Simulation. 145. https://doi.org/10.1016/j.cnsns.2025.108752Article
Torque visuomotor feedback training versus standard eccentric exercise for the management of patellar tendinopathy: protocol for a randomised controlled trial
Selvamoorthy, Ragul, Arvanitidis, Michail, Negro, Francesco, Pincheira, Patricio, Evans, David and Martinez-Valdes, Eduardo. 2025. "Torque visuomotor feedback training versus standard eccentric exercise for the management of patellar tendinopathy: protocol for a randomised controlled trial." BMJ Open. 15 (2). https://doi.org/10.1136/bmjopen-2024-092104Article
Catching the wisps: Stellar mass-loss limits from low-frequency radio observations
Bloot, S., Vedantham, H. K., Kavanagh, R. D., Callingham, J. R. and Pope, B. J. S.. 2025. "Catching the wisps: Stellar mass-loss limits from low-frequency radio observations." Astronomy and Astrophysics: a European journal. 695. https://doi.org/10.1051/0004-6361/202452722Article
A BCool survey of stellar magnetic cycles
Bellotti, S., Petit, P., Jeffers, S. V., Marsden, S. C., Morin, J. C., Vidotto, A. A., Folsom, C. P., See, V. and do Nascimento Jr., J.-D.. 2025. "A BCool survey of stellar magnetic cycles." Astronomy and Astrophysics: a European journal. 693. https://doi.org/10.1051/0004-6361/202452378Article
Application of artificial intelligence in air pollution monitoring and forecasting: A systematic review
Chadalavada, Sreeni, Faust, Oliver, Salvi, Massimo, Seoni, Silvia, Raj, Nawin, Raghavendra, U., Gudigar, Anjan, Barua, Prabal Datta, Molinari, Filippo and Acharya, Rajendra. 2025. "Application of artificial intelligence in air pollution monitoring and forecasting: A systematic review." Environmental Modelling and Software. 185. https://doi.org/10.1016/j.envsoft.2024.106312Article
A catalogue of binary stars from phase modulation in the first four years of TESS mission photometry
Dholakia, Shishir, Murphy, Simon J, Huang, Chelsea X, Venner, Alexander and Wright, Duncan. 2025. "A catalogue of binary stars from phase modulation in the first four years of TESS mission photometry." Monthly Notices of the Royal Astronomical Society. 536 (3), pp. 2313-2323. https://doi.org/10.1093/mnras/stae2551Article
Electricity demand uncertainty modeling with Temporal Convolution Neural Network models
Ghimire, Sujan, Deo, Ravinesh C., Casillas-Perez, David, Salcedo-Sanz, Sancho, Acharya, Rajendra and Dinh, Toan. 2025. "Electricity demand uncertainty modeling with Temporal Convolution Neural Network models." Renewable and Sustainable Energy Reviews. 209. https://doi.org/10.1016/j.rser.2024.115097Article
Half-hourly electricity price prediction model with explainable-decomposition hybrid deep learning approach
Ghimire, Sujan, Deo, Ravinesh C., Hopf, Konstantin, Liu, Hangyue, Casillas-Perez, David, Helwig, Andreas, Prasad, Salvin S., Perez-Aracil, Jorge, Barua, Prabal Datta and Salcedo-Sanz, Sancho. 2025. "Half-hourly electricity price prediction model with explainable-decomposition hybrid deep learning approach." Energy and AI. 20. https://doi.org/10.1016/j.egyai.2025.100492Article
Explainable deep learning hybrid modeling framework for total suspended particles concentrations prediction
Ghimire, Sujan, Deo, Ravinesh C., Jiang, Ningbo, Ahmed, A. A. Masrur, Prasad, Salvin S., Casillas-Perez, David, Salcedo-Sanz, Sancho and Yaseen, Zaher Mundher. 2025. "Explainable deep learning hybrid modeling framework for total suspended particles concentrations prediction." Atmospheric Environment. 347. https://doi.org/10.1016/j.atmosenv.2025.121079Article
HebCGNN: Hebbian-enabled causal classification integrating dynamic impact valuing
Job, Simi, Tao, Xiaohui, Cai, Taotao, Li, Lin, Xie, Haoran, Xu, Cai and Yong, Jianming. 2025. "HebCGNN: Hebbian-enabled causal classification integrating dynamic impact valuing." Knowledge-Based Systems. 311. https://doi.org/10.1016/j.knosys.2025.113094Article
Analysis and Multi-objective Protection of Public Medical Datasets from Privacy and Utility Perspectives
Jahan, Samsad, Ge, Yong‑Feng, Kabir, Enamul and Wang, Kate. 2025. "Analysis and Multi-objective Protection of Public Medical Datasets from Privacy and Utility Perspectives." Data Science and Engineering. https://doi.org/10.1007/s41019-025-00283-0Article
Generating High Spatial and Temporal Surface Albedo with Multispectral-Wavemix and Temporal-Shift Heatmaps
Karalasingham, Sagthitharan, Deo, Ravinesh C., Raj, Nawin, Casillas-Perez, David and Salcedo-Sanz, Sancho. 2025. "Generating High Spatial and Temporal Surface Albedo with Multispectral-Wavemix and Temporal-Shift Heatmaps." Remote Sensing. 17 (3). https://doi.org/10.3390/rs17030461Article
Investigating Brain Lobe Biomarkers to Enhance Dementia Detection Using EEG Data
Siuly, Siuly, Tawhid, Md.Nurul Ahad, Li, Yan, Acharya, Rajendra, Sadiq, Muhammad Tariq and Wang, Hua. 2025. "Investigating Brain Lobe Biomarkers to Enhance Dementia Detection Using EEG Data." Cognitive Computation. 17 (2). https://doi.org/10.1007/s12559-025-10447-9Article
Grape Guard: A YOLO-based mobile application for detecting grape leaf diseases
Mamun, Sajib Bin, Payel, Israt Jahan, Ahad, Md Taimur, Atkins, Anthony S., Song, Bo and Li, Yan. 2025. "Grape Guard: A YOLO-based mobile application for detecting grape leaf diseases." Electronic Journal of Computer Science and Information Technology. 23 (1). https://doi.org/10.1016/j.jnlest.2025.100300Article
Explainable hybrid deep learning framework for enhancing multi-step solar ultraviolet-B radiation predictions
Prasad, Salvin S., Joseph, Lionel P., Ghimire, Sujan, Deo, Ravinesh C., Downs, Nathan J., Acharya, Rajendra and Yaseen, Zaher M.. 2025. "Explainable hybrid deep learning framework for enhancing multi-step solar ultraviolet-B radiation predictions." Atmospheric Environment. 343. https://doi.org/10.1016/j.atmosenv.2024.120951Article
Perceived MOOC satisfaction: A review mining approach using machine learning and fine-tuned BERTs
Chen, Xieling, Xie, Haoran, Zou, Di, Cheng, Gary, Tao, Xiaohui and Wang, Fu Lee. 2025. "Perceived MOOC satisfaction: A review mining approach using machine learning and fine-tuned BERTs." Computers and Education: Artificial Intelligence. 8. https://doi.org/10.1016/j.caeai.2025.100366Article
A computational analysis of aspect-based sentiment analysis research through bibliometric mapping and topic modeling
Chen, Xieling, Xie, Haoran, Tao, Xiaohui, Wang, Fu Lee, Zhang, Dian and Dai, Hong-Ning. 2025. "A computational analysis of aspect-based sentiment analysis research through bibliometric mapping and topic modeling." Journal of Big Data. 12 (1). https://doi.org/10.1186/s40537-025-01068-yArticle
Happiness Prediction With Domain Knowledge Integration and Explanation Consistency
Wu, Xiaohua, Li, Lin, Tao, Xiaohui, Xing, Frank and Yuan, Jingling. 2025. "Happiness Prediction With Domain Knowledge Integration and Explanation Consistency." IEEE Transactions on Computational Social Systems. https://doi.org/10.1109/TCSS.2025.3529946Article
Towards the Explanation Consistency of Citizen Groups in Happiness Prediction via Factor Decorrelation
Wu, Xiaohua, Li, Lin, Tao, Xiaohui, Yuan, Jingling and Xie, Haoran. 2025. "Towards the Explanation Consistency of Citizen Groups in Happiness Prediction via Factor Decorrelation." IEEE Transactions on Emerging Topics in Computational Intelligence. 9 (2), pp. 1392-1405. https://doi.org/10.1109/TETCI.2025.3537918Article
Preserving privacy in healthcare: A systematic review of deep learning approaches for synthetic data generation
Li, Yintong, Acharya, U. Rajendra and Tan, Jen Hong. 2025. "Preserving privacy in healthcare: A systematic review of deep learning approaches for synthetic data generation." Computer Methods and Programs in Biomedicine. 260. https://doi.org/10.1016/j.cmpb.2024.108571Article
SGDM-GRU: Spectral Graph Deep Learning Based Gated Recurrent Unit Model for Accurate Fake News Detection
Sahi, Aqeel, Albdair, Mostfa, Diykh, Mohammed, Abdulla, Shahab, Alghayab, Hadi, Aljebur, Kaled and Alkhafaji, Sarmad K.D.. 2025. "SGDM-GRU: Spectral Graph Deep Learning Based Gated Recurrent Unit Model for Accurate Fake News Detection." Expert Systems with Applications. 281. https://doi.org/10.1016/j.eswa.2025.127572Article
Secured Multi-Objective Optimisation-Based Protocol for Reliable Data Transmission in Underwater Wireless Sensor Networks
Sahi, A.. 2025. "Secured Multi-Objective Optimisation-Based Protocol for Reliable Data Transmission in Underwater Wireless Sensor Networks." Mesopotamian Journal of Cyber Security. 5 (1), p. 216–239. https://doi.org/10.58496/MJCS/2025/015Article
Nonparametric Bootstrap Likelihood Estimation to Investigate the Chance Set-up on Clustering Results
Elnour, Ammar, Yang, Wencheng and Li, Yan. 2025. "Nonparametric Bootstrap Likelihood Estimation to Investigate the Chance Set-up on Clustering Results." IEEE Open Journal of the Computer Society. 6, pp. 438-448. https://doi.org/10.1109/OJCS.2025.3545261Article
The Starspots and Magnetic Fields of Young Late-F Stars
Hughes, James Edward. 2025. The Starspots and Magnetic Fields of Young Late-F Stars. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/zwx0yPhD Thesis
Men in Mental Health: A Scoping Review of Challenges, Contributions, and Future Possibilities of Recruiting into Nursing
Reedy, Natasha, Luyke, Trish, McGregor, Rowena, King, Rachel, Dawson, Rhonda, Robinson, Brendon and Terry, Daniel. 2025. "Men in Mental Health: A Scoping Review of Challenges, Contributions, and Future Possibilities of Recruiting into Nursing." Nursing Reports. 15 (3). https://doi.org/10.3390/nursrep15030097Article
Ship waves on an elastic floating ice plate
Badulin, Sergei, Gnevyshev, Vladimir and Stepanyants, Yury. 2025. "Ship waves on an elastic floating ice plate." Physical Review Fluids. 10. https://doi.org/10.1103/PhysRevFluids.10.034801Article
Layered Model Stacking: Enhancing DDoS Detection Through Advanced Ensemble Machine Learning Techniques
Haddad, Nabeel Mahdy, Sahi, Aqeel, Diykh, Mohammed, Aljbur, Kaled, Kutfan, Ali, Abdulla, Shahab and Al-Hraishawi, Hayder. 2025. "Layered Model Stacking: Enhancing DDoS Detection Through Advanced Ensemble Machine Learning Techniques ." Chen, F. (ed.) 2024 IEEE Region 10 Conference (TENCON 2024). Singapore 01 - 04 Dec 2024 IEEE. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/TENCON61640.2024.10902823Paper
Recyclable fire-retardant bio-based thermosets: From molecular engineering to performances and applications
Guo, Yong, Yang, Qingshan, Huo, Si1i, Li, Juan, Jafari, Pooya, Fang, Zhengping, Song, Pingan and Wang, Hao. 2025. "Recyclable fire-retardant bio-based thermosets: From molecular engineering to performances and applications." Progress in Polymer Science. 162. https://doi.org/10.1016/j.progpolymsci.2025.101935Article
Epileptic seizure prediction with machine learning on EEG data
Ra, Jee Sook. 2025. Epileptic seizure prediction with machine learning on EEG data. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/zwv98PhD by Publication
Astronomers have spied an asteroid that may be heading for Earth. Here’s what we know so far
Horner, Jonti. 2025. "Astronomers have spied an asteroid that may be heading for Earth. Here’s what we know so far." The Conversation.Blog
Dynamic-Parameter Genetic Algorithm for Multi-objective Privacy-Preserving Trajectory Data Publishing
Jahan, Samsad, Ge, Yong-Feng, Wang, Hua and Kabir, Enamul. 2025. "Dynamic-Parameter Genetic Algorithm for Multi-objective Privacy-Preserving Trajectory Data Publishing." 25th International Conferenc on Web Information Systems Engineering (WISE 2024). Doha, Qatar 02 - 05 Dec 2024 Singapore. Springer. https://doi.org/10.1007/978-981-96-0576-7_4Paper
EEG based over-complete rational dilation wavelet transform coupled with autoregressive for motor imagery classification
Ghayab, Hadi Ratham Al, Li, Yan, Diykh, Mohammed, Sahi, Aqeel, Abdulla, Shahab and Alkhuwaylidee, Ahmed Rashid. 2025. "EEG based over-complete rational dilation wavelet transform coupled with autoregressive for motor imagery classification." Expert Systems with Applications. 269 (126433). https://doi.org/10.1016/j.eswa.2025.126433Article
The Search for the In-betweeners: How Packed Are TESS Planetary Systems?
Horner, Jonathan, Wittenmyer, Robert A., Kane, Stephen R. and Holt, Timothy R.. 2025. "The Search for the In-betweeners: How Packed Are TESS Planetary Systems?" The Astronomical Journal. 169, p. 8. https://doi.org/10.3847/1538-3881/ad8e3aArticle
Two Earth-size Planets and an Earth-size Candidate Transiting the nearby Star HD 101581
Kunimoto, Michelle, Lin, Zifan, Millholland, Sarah, Venner, Alexander, Hinkel, Natalie R., Shporer, Shporer, Vanderburg, A., Bailey, Jeremy, Brahm, Rafael, Burt, Jennifer A., Butler, R. Paul, Carter, Brad, Ciardi, David R., Collins, Karen A., Collins, Kevin I., Colon, Knicole D., Crane, Jeffrey D., Daylan, Tansu, Diaz, Matías R., ..., Winn, Joshua. 2025. "Two Earth-size Planets and an Earth-size Candidate Transiting the nearby Star HD 101581." The Astronomical Journal. 169. https://doi.org/10.3847/1538-3881/ad9266Article
A 3D decoupling Alzheimer’s disease prediction network based on structural MRI
Wei, Shicheng, Yang, Wencheng, Wang, Eugene, Wang, Song and Li, Yan. 2025. "A 3D decoupling Alzheimer’s disease prediction network based on structural MRI." Health Information Science and Systems. 13. https://doi.org/10.1007/s13755-024-00333-3Article
Multi‑step solar ultraviolet index prediction: integrating convolutional neural networks with long short‑term memory for a representative case study in Queensland, Australia
AL-Musaylh, Mohan, Al‑Dafaie, Kadhem, Downs, Nathan, Ghimire, Sujan, Ali, Mumtaz, Yaseen, Zaher Mundher, Igoe, Damien P., Deo, Ravinesh C., Paris, Alfo V. and A. Jebar, Mustapha A.. 2025. "Multi‑step solar ultraviolet index prediction: integrating convolutional neural networks with long short‑term memory for a representative case study in Queensland, Australia." Modeling Earth Systems and Environment. 11. https://doi.org/10.1007/s40808-024-02282-yArticle
562775
total views178429
total downloads12119
views this month3666
downloads this month