School of Mathematics, Physics and Computing
| Type | Department/Institute |
|---|---|
| Faculty/Department | Academic Affairs |
| Head | Prof Xiaohui Tao |
| Prof Robert Sang | |
| Director of Research | Dr Nawin Raj |
| Prof Yan Li |
Latest research outputs
3999 results found
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Early prediction of sudden cardiac death using multimodal fusion of ECG Features extracted from Hilbert–Huang and wavelet transforms with explainable vision transformer and CNN models
Telangore, Hardik, Azad, Victor, Sharma, Manish, Bhurane, Ankit, Tan, Ru San and Acharya, U. Rajendra. 2024. "Early prediction of sudden cardiac death using multimodal fusion of ECG Features extracted from Hilbert–Huang and wavelet transforms with explainable vision transformer and CNN models." Computer Methods and Programs in Biomedicine. 257. https://doi.org/10.1016/j.cmpb.2024.108455Article
A Pragmatic Approach to Fetal Monitoring via Cardiotocography Using Feature Elimination and Hyperparameter Optimization
Hardalac, Firat, Akmal, Haad, Ayturan, Kubilay, Acharya, U. Rajendra and Tan, Ru-San. 2024. "A Pragmatic Approach to Fetal Monitoring via Cardiotocography Using Feature Elimination and Hyperparameter Optimization." Interdisciplinary Sciences: Computational Life Sciences. 16 (4), pp. 882-906. https://doi.org/10.1007/s12539-024-00647-6Article
The K2 and TESS Synergy. III. Search and Rescue of the Lost Ephemeris for K2's First Planet
Thygesen, Erica, Rodriguez, Joseph E., de Beurs, Zoë L., Vanderburg, Andrew, Livingston, John H., Irwin, Jonathon, Venner, Alexander, Cretignier, Michael, Collins, Karen A., Bieryla, Allyson, Charbonneau, David, Crossfield, Ian J. M., Dumusque, Xavier, Kielkopf, John, Latham, David W. and Werner, Michael. 2024. "The K2 and TESS Synergy. III. Search and Rescue of the Lost Ephemeris for K2's First Planet." The Astronomical Journal. 168 (4). https://doi.org/10.3847/1538-3881/ad60bfArticle
Symmetry restoration in collisions of solitons in fractional couplers
Strunin, Dmitry V., Malomed, Boris A. and McKeiver, Joshua L.. 2024. "Symmetry restoration in collisions of solitons in fractional couplers." Australia and New Zealand Industrial and Applied Mathematics (ANZIAM) Journal. https://doi.org/10.1017/S1446181124000245Article
Automated System for the Detection of Heart Anomalies Using Phonocardiograms: A Systematic Review
Gudigar, Anjan, Raghavendra, U., Maithri, M., Samanth, Jyothi, Inamdar, Mahesh Anil, Vidhya, V., Vicnesh, Jahmunah, Prabhu, Mukund A., Tan, Ru-San, Yeong, Chai Hong, Molinari, Filippo and Acharya, U. R.. 2024. "Automated System for the Detection of Heart Anomalies Using Phonocardiograms: A Systematic Review." IEEE Access. 12, pp. 138399-138428. https://doi.org/10.1109/ACCESS.2024.3465511Article
Federated Transformer Hawkes Processes for Distributed Event Sequence Prediction
Wang, Xinyu, Qiang, Feng, Ma, Li, Zhang, Peng, Yang, Hong Yang, Li, Zhao and Zhang, Ji. 2024. "Federated Transformer Hawkes Processes for Distributed Event Sequence Prediction." 2024 International Joint Conference on Neural Networks (IJCNN). Yokohama, Japan 30 Jun - 05 Jul 2024 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/IJCNN60899.2024.10651498Paper
A Multi-Plane Decoupled Convolutional Network for EEG-Based Auditory Attention Detection
Huang, Wei, Mei, Jiahao, Wei, Shicheng and Wang, Huabin. 2024. "A Multi-Plane Decoupled Convolutional Network for EEG-Based Auditory Attention Detection." 2024 9th International Conference on Signal and Image Processing (ICSIP). Nanjing, China 12 - 14 Jul 2024 China. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/ICSIP61881.2024.10671502Paper
The Polarimetric Performance of HARPS3 and Its Impact on the Terra Hunting Experiment Scheduling
Dorval, Patrick, Politopoulos, Ioannis, Nicholson, Belinda, Horst, Rik ter, Jentink, Casper Farret, Klein, Baptiste, Kragt, Jan, Mortier, Annelies, Navarro, Ramón, Naylor, Tim, Peterzon, Jan Rinze, Piskunov, Nikolai, Rescigno, Federica and Thompson, Samantha. 2024. "The Polarimetric Performance of HARPS3 and Its Impact on the Terra Hunting Experiment Scheduling." SPIE Astronomical Telescopes + Instrumentation 2024. Yokohama, Japan 16 - 21 Jun 202 United States. SPIE. https://doi.org/10.1117/12.3018722Poster
Differentiable modelling and data analysis for the JWST Aperture Masking Interferometer
Desdoigts, Louis, Pope, Benjamin and Tuthill, Peter. 2024. "Differentiable modelling and data analysis for the JWST Aperture Masking Interferometer." SPIE Astronomical Telescopes + Instrumentation 2024. Yokohama, Japan 16 - 21 Jun 202 United States. SPIE. https://doi.org/10.1117/12.3020303Paper
Multi-objective and Randomly Distributed Fuzzy Logic-Based Unequal Clustering in Heterogeneous Wireless Sensor Networks
Adnan, Mohd, Ahmad, Tazeem, Rafi, Saima, Abdullah and Vurity, Anudeep. 2024. "Multi-objective and Randomly Distributed Fuzzy Logic-Based Unequal Clustering in Heterogeneous Wireless Sensor Networks." 16th International Conference on Computational Collective Intelligence (ICCCI 2024). Leipzig, Germany 09 - 11 Sep 2024 Switzerland . Springer. https://doi.org/10.1007/978-3-031-70816-9_26Paper
Spreading across the continent: the Astronomical Society of Australia 1966-2023
Lomb, Nick and Stevenson, Toner. 2024. "Spreading across the continent: the Astronomical Society of Australia 1966-2023." Historical Records of Australian Science. https://doi.org/10.1071/HR24020Article
Realistic Uncertainties for Fundamental Properties of Asteroseismic Red Giants and the Interplay between Mixing Length, Metallicity, and vmax
Li, Yaguang, Bedding, Timothy R., Huber, Daniel, Stello, Dennis, van Saders, Jennifer, Zhou, Yixiao, Crawford, Courtney L., Joyce, Meridith, Li, Tanda, Murphy, Simon J. and Sreenivas, K. R.. 2024. "Realistic Uncertainties for Fundamental Properties of Asteroseismic Red Giants and the Interplay between Mixing Length, Metallicity, and vmax." The Astrophysical Journal: an international review of astronomy and astronomical physics. 974 (1). https://doi.org/10.3847/1538-4357/ad6c3eArticle
Obituary: Suzanne Virginie Cébarbat (1928-2024)
Lequeux, James and Orchiston, Wayne. 2024. "Obituary: Suzanne Virginie Cébarbat (1928-2024)." Journal of Astronomical History and Heritage. 27 (3), pp. 695-696. https://doi.org/10.3724/SP.J.1440-2807.2024.03.18Article
Correction to: Trio of super-Earth candidates orbiting K-dwarf HD 48948: a new habitable zone candidate
Dalal, S., Rescigno, F., Cretignier, M., John, A.A., Majidi, F.Z., Malavolta, L., Mortier, A., Pinamonti, M., Buchhave, L. A., Haywood, R., Sozzetti, A., Dumusque, X., Lienhard, F., Rice, K., Vanderburg, A., Lakeland, B., Bonomo, A. S., Collier Cameron, A., Damasso, M., ..., Wilson, T. G.. 2024. "Correction to: Trio of super-Earth candidates orbiting K-dwarf HD 48948: a new habitable zone candidate." Monthly Notices of the Royal Astronomical Society. 534 (3), pp. 2410-2411. https://doi.org/10.1093/mnras/stae2228Notes or commentaries
Blockchain for recommender systems
Abduljabbar, Tamara Abdulmunim. 2024. Blockchain for recommender systems. PhD by Publication Doctor of Philosophy . University of Southern Queensland. https://doi.org/10.26192/zqz04PhD by Publication
Movie recommendation and classification system using block chain
Abduljabbar, Tamara, Tao, Xiaohui, Zhang, Ji, Yong, Jianming and Zhou, Xujuan. 2024. "Movie recommendation and classification system using block chain ." Web Intelligence. 22 (4), pp. 659-680. https://doi.org/10.3233/WEB-230346Article
An investigation into householders' motivation to prepare for cyclones in Oman
Naabi, Yahya Al. 2024. An investigation into householders' motivation to prepare for cyclones in Oman. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/zqy8zPhD Thesis
Forecasting River Water Temperature Using Explainable Artificial Intelligence and Hybrid Machine Learning: Case Studies in Menindee Region in Australia
Briceno Medina, Leyde, Joehnk, Klaus, Deo, Ravinesh C., Ali, Mumtaz, Prasad, Salvin S. and Downs, Nathan. 2024. "Forecasting River Water Temperature Using Explainable Artificial Intelligence and Hybrid Machine Learning: Case Studies in Menindee Region in Australia." Water. 16 (24). https://doi.org/10.3390/w16243720Article
Domain Adapting Deep Reinforcement Learning for Real-world Speech Emotion Recognition
Rajapakshe, Thejan, Rana, Rajib, Khalifa, Sara and Schuller, Björn W.. 2024. "Domain Adapting Deep Reinforcement Learning for Real-world Speech Emotion Recognition." IEEE Access. 12, pp. 193101-193114. https://doi.org/10.1109/ACCESS.2024.3519761Article
A Systematic Review Protocol of Child Mental Health Screening Tools and Systems
Terlich, Rebecca Jane, Krishnamoorthy, Govind, March, Sonja, Fein, Erich, Rana, Rajib and Koirala, Ishwar. 2024. "A Systematic Review Protocol of Child Mental Health Screening Tools and Systems." OSF Registries. https://doi.org/10.17605/OSF.IO/YN6HBContribution to Newspaper, Magazine, or Website
Optimising Concrete Crack Detection: A Study of Transfer Learning with Application on Nvidia Jetson Nano
Nguyen, C. Long, Nguyen, Andy, Brown, Jason, Byrne, Terry, Ngo, Binh Thanh and Luong, Chieu Xuan. 2024. "Optimising Concrete Crack Detection: A Study of Transfer Learning with Application on Nvidia Jetson Nano ." Sensors. 24 (23). https://doi.org/10.3390/s24237818Article
Dual-Phase Neural Networks for Feature Extraction and Ensemble Learning for Recognizing Human Health Activities
Dhar, Joy, Rana, Kapil, Goyal, Puneet, Alavi, Azadeh, Rana, Rajib, Vo, Bao Quoc, Mishr, Sudeepta and Mistry, Sajib. 2024. "Dual-Phase Neural Networks for Feature Extraction and Ensemble Learning for Recognizing Human Health Activities." Applied Soft Computing. 169. https://doi.org/10.1016/j.asoc.2024.112550Article
Cutting through the hype: artificial intelligence for clinical decision support in psychiatry
Squires, Matthew. 2024. Cutting through the hype: artificial intelligence for clinical decision support in psychiatry. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/zqv3yPhD by Publication
Automated Detection of Gastrointestinal Diseases Using Resnet50*-Based Explainable Deep Feature Engineering Model with Endoscopy Images
Cambay, Veysel Yusu, Barua, Prabal Dat, Hafeez Baig, Abdul, Dogan, Sengul, Baygin, Mehmet, Tuncer, Turker and Acharya, U. R.. 2024. "Automated Detection of Gastrointestinal Diseases Using Resnet50*-Based Explainable Deep Feature Engineering Model with Endoscopy Images ." Sensors. 24 (23). https://doi.org/10.3390/s24237710Article
Feasibility of Mental Health Triage Call Priority Prediction Using Machine Learning
Rana, Rajib, Higgins, Niall, Haque, Kazi Nazmul, Burke, Kylie, Turner, Kathryn and Stedman, Terry. 2024. "Feasibility of Mental Health Triage Call Priority Prediction Using Machine Learning." Nursing Reports. 14 (4), pp. 4162-4172. https://doi.org/10.3390/nursrep14040303Article
Mass determination of two Jupiter-sized planets orbiting slightly evolved stars: TOI-2420 b and TOI-2485 b
Carleo, Ilaria, Barragan, Oscar, Persson, Carina M., Fridlund, Malcolm, Lam, Kristine W. F., Messina, Sergio, Gandolfi, Davide, Smith, Alexis M. S., Johnson, Marshall C., Cochran, William, Osborne, Hannah L. M., Brahm, Rafael, Ciardi, David R., Collins, Karen A., Everett, Mark E., Giacalone, Steven, Guenther, Eike W., Hatzes, Artie, Hellier, Coel, ..., Wright, Duncan. 2024. "Mass determination of two Jupiter-sized planets orbiting slightly evolved stars: TOI-2420 b and TOI-2485 b." Astronomy and Astrophysics: a European journal. 690. https://doi.org/10.1051/0004-6361/202451313Article
Accurate depth of anesthesia monitoring based on EEG signal complexity and frequency features
Li, Tianning, Huang, Yi, Wen, Paul and Li, Yan. 2024. "Accurate depth of anesthesia monitoring based on EEG signal complexity and frequency features." Brain Informatics. 11. https://doi.org/10.1186/s40708-024-00241-yArticle
Explainable artificial intelligence-machine learning models to estimate overall scores in tertiary preparatory general science course
Ghimire, Sujan, Abdulla, Shahab, Joseph, Lionel P., Prasad, Salvin, Murphy, Angela, Devi, Aruna, Barua, Prabal Datta, Deo, Ravinesh C., Acharya, Rajendra and Yaseen, Zaher Mundher. 2024. "Explainable artificial intelligence-machine learning models to estimate overall scores in tertiary preparatory general science course." Computers and Education: Artificial Intelligence. 7. https://doi.org/10.1016/j.caeai.2024.100331Article
Exploring the mental health of young people in households and schools in Gorongosa District, Center of Mozambique
Igreja, Victor, Axelsen, Taryn and Brekelmans, Alana. 2024. "Exploring the mental health of young people in households and schools in Gorongosa District, Center of Mozambique." Scientific Reports. 14 (1). https://doi.org/10.1038/s41598-024-79257-7Article
High Security and Privacy Protection Model for STI/HIV Risk Prediction
Tang, Zhaohui, Nguyen, Thi Phuoc Van, Yang, Wencheng, Xia, Xiaoyu, Chen, Huaming, Mullens, Amy B., Dean, Judith A., Osborne, Sonya and Li, Yan. 2024. "High Security and Privacy Protection Model for STI/HIV Risk Prediction." Digital Health. 10, pp. 1-14. https://doi.org/DOI:10.1177/20552076241298425Article
Advancing Educational Content Classification via Reinforcement Learning-Integrated Bloom's Taxonomy
Shaik, Thanveer, Tao, Xiaohui, Li, Lin, Dann, Christopher, Sun, Yuan and Sun, Yi. 2024. "Advancing Educational Content Classification via Reinforcement Learning-Integrated Bloom's Taxonomy." 2023 3rd International Conference on Digital Society and Intelligent Systems (DSInS). Chengdu, China 10 202 - 12 Nov 2023 IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/DSInS60115.2023.10455310Paper
EventsVista: Enhancing Event Visualization and Interpretation
Farhat, Mohamad Khalil, Zhang, Ji, Tao, Xiaohui, Li, Tianning and Yu, T.. 2024. "EventsVista: Enhancing Event Visualization and Interpretation." 2023 10th International Conference on Behavioural and Social Computing (BESC). Larnaca, Cyprus 30 Oct - 01 Nov 2023 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/BESC59560.2023.10386648Paper
Exploiting Fano resonance in wave energy systems
Ermakov, Andrei M., Rose-Butcher, Jack L., Stepanyants, Yury A. and Ringwood, John V.. 2024. "Exploiting Fano resonance in wave energy systems." 15th IFAC Conference on Control Applications in Marine Systems, Robotics and Vehicles (CAMS 2024). Blacksburg, VA, United States 05 Jan - 03 Sep 2024 United Kingdom. Elsevier. https://doi.org/10.1016/j.ifacol.2024.10.083Paper
Forecasting Multi-Step Soil Moisture with Three-Phase Hybrid Wavelet-Least Absolute Shrinkage Selection Operator-Long Short-Term Memory Network (moDWT-Lasso-LSTM) Model
Jayasinghe, W. J. M. Lakmini Prarthana, Deo, Ravinesh C., Raj, Nawin, Ghimire, Sujan, Yaseen, Zaher Mundher, Nguyen-Huy, Thong and Ghahramani, Afshin. 2024. "Forecasting Multi-Step Soil Moisture with Three-Phase Hybrid Wavelet-Least Absolute Shrinkage Selection Operator-Long Short-Term Memory Network (moDWT-Lasso-LSTM) Model." Water. 16 (21), p. 3133. https://doi.org/10.3390/w16213133Article
Applied Deep Learning for Artificial Intelligence-enabled Wireless Communication
Davey, Christopher P. 2024. Applied Deep Learning for Artificial Intelligence-enabled Wireless Communication. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/zq1z6PhD by Publication
Diseases of Mungbean
Vaghefi, Niloofar, Kelly, Lisa A., Burlakoti, Rishi R., Pandey, Abhay K., Sharman, Murray, Owen, Kirsty J. and Kiss, Levente. 2024. "Diseases of Mungbean ." Elmer, Wade H., McGrath, Margaret and McGovern, Robert J. (ed.) Handbook of Vegetable and Herb Diseases. Switzerland. Springer Publishing Company. pp. 1-38Handbook (chapter)
Emerging Trends and Technologies Used for the Identification, Detection, and Characterisation of Plant-Parasitic Nematode Infestation in Crops
Bahadur Pun, Top, Magar, Roniya Thapa, Koech, Richard, Owen, Kirsty J. and Adorada, Dante L.. 2024. "Emerging Trends and Technologies Used for the Identification, Detection, and Characterisation of Plant-Parasitic Nematode Infestation in Crops ." Plants. 13, p. 3041. https://doi.org/10.3390/plants13213041Article
Real-time prediction of the week-ahead flood index using hybrid deep learning algorithms with synoptic climate mode indices
Ahmed, A.A. Masrur, Akther, Shahida, Nguyen-Huy, Thong, Raj, Nawin, Jui (Student), S Janifer and S.Z., Farzana. 2024. "Real-time prediction of the week-ahead flood index using hybrid deep learning algorithms with synoptic climate mode indices." Journal of Hydro-Environment Research. 57, pp. 12-26. https://doi.org/10.1016/j.jher.2024.09.001Article
Attitudes towards causes of and solutions to conflict between humans and Asian elephants
Cabral de Mel, Surendranie J., Seneweera, Saman, Dangolla, Ashoka, Weerakoon, Devaka K., King, Rachel, Maraseni, Tek and Allen, Benjamin L.. 2024. "Attitudes towards causes of and solutions to conflict between humans and Asian elephants ." Conservation Science and Practice. 6 (11). https://doi.org/10.1111/csp2.13238Article
Enhancing early detection of psychological disorders in children and adolescents using ML: a comprehensive mental health assessment
Haque, Umme Marzia. 2024. Enhancing early detection of psychological disorders in children and adolescents using ML: a comprehensive mental health assessment. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z9yv2PhD by Publication
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