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
4136 results found
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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
Mental Health Diagnosis From Voice Data Using Convolutional Neural Networks and Vision Transformers
Islam, Rafiul, Ahad, Md. Taimur, Ahmed, Faruk, Song, Bo and Li, Yan. 2024. "Mental Health Diagnosis From Voice Data Using Convolutional Neural Networks and Vision Transformers." Journal of Voice. https://doi.org/10.1016/j.jvoice.2024.10.010Article
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
Artificial Intelligence and Copula-Probabilistic Models for Early Flood Warning and Community Risk Management: Case Studies in Fiji Islands
Chand, Ravinesh. 2024. Artificial Intelligence and Copula-Probabilistic Models for Early Flood Warning and Community Risk Management: Case Studies in Fiji Islands. Masters Thesis Master of Research. University of Southern Queensland. https://doi.org/10.26192/z9y7zMasters Thesis
Sentiment analysis for the detection of depressive users on social networks
Wigell, Chris. 2024. Sentiment analysis for the detection of depressive users on social networks. Masters Thesis Master of Research. University of Southern Queensland. https://doi.org/10.26192/z9y7yMasters Thesis
Blockchain Enabled Secure Data Transmission With NB-IoT Deployment in Smart Agriculture Crop Watch
Mohammed, Chand Pasha, Chopra, Shakti Raj, Albadri, Nehad, Dekeyser, Stijn, Jha, Sudan, Roy, Ajay and Pradhan, Nihar Ranjan. 2024. "Blockchain Enabled Secure Data Transmission With NB-IoT Deployment in Smart Agriculture Crop Watch." Internet Technology Letters. https://doi.org/10.1002/itl2.596Letter
Guided Disentangled Representation Learning from Audio data for Transfer Learning
Haque, Kazi Nazmul. 2024. Guided Disentangled Representation Learning from Audio data for Transfer Learning. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z9y75PhD by Publication
Atmospheric visibility and cloud cover forecasting with novel artificial intelligence methods for Fiji's aviation sector
Raj, Shiveel. 2024. Atmospheric visibility and cloud cover forecasting with novel artificial intelligence methods for Fiji's aviation sector. Masters Thesis Master of Research. University of Southern Queensland. https://doi.org/10.26192/z9y1yMasters Thesis
The effect of laparoscopic vertical sleeve gastrectomy and laparoscopic roux-en-Y gastric bypass on gastroesophageal reflux disease: An updated meta-analysis and systematic review of 5-year post-operative data from randomized controlled trials
Memon, Muhammed Ashraf, Osland, Emma, Yunus, Rossita Mohamad, Hoque, Zahirul, Alam, Khorshed and Khan, Shahjahan. 2024. "The effect of laparoscopic vertical sleeve gastrectomy and laparoscopic roux-en-Y gastric bypass on gastroesophageal reflux disease: An updated meta-analysis and systematic review of 5-year post-operative data from randomized controlled trials." Surgical Endoscopy: surgical and interventional techniques. 38, pp. 6254-6269. https://doi.org/10.1007/s00464-024-11303-xArticle
Efficacy of a student-led interprofessional health clinic in regional Australia for preventing and managing chronic disease
Hulme, Adam, Sangelaji, Bahram, Walker, Clara, Fallon, Tony, Denham, Joshua, Martin, Priya, Woodruffe, Steve, Bell, Kate, Aniftos, Michelle, Kirkpatrick, Jayne, Cotter, Nicola, Osborn, Dayle and Argus, Geoff. 2024. "Efficacy of a student-led interprofessional health clinic in regional Australia for preventing and managing chronic disease." Journal of Interprofessional Care. 38 (5), pp. 893-906. https://doi.org/10.1080/13561820.2024.2380436Article
Boosting Healthiness Exposure in Category-Constrained Meal Recommendation Using Nutritional Standards
Li, Ming, Li, Lin, Tao, Xiaohui, Xie, Zhongwei, Xie, Qing and Yuan, Jingling. 2024. "Boosting Healthiness Exposure in Category-Constrained Meal Recommendation Using Nutritional Standards ." ACM Transactions on Intelligent Systems and Technology. 15 (4), pp. 1-28. https://doi.org/10.1145/3643859Article
DeGONet: Decentralized Group-Oriented Interconnection Network for IoT-enabled Metaverse
Jiang, Sining, Cheng, Xu, Dai, Hong-Ning, Zhao, Shuo, Lan, Yujun, Xie, Haoran, Tao, Xiaohui and Guo, Zhongwen. 2024. "DeGONet: Decentralized Group-Oriented Interconnection Network for IoT-enabled Metaverse." ACM Transactions on Internet Technology. https://doi.org/10.1145/3674972Article
Cognitive-Inspired Deep Learning Models for Aspect-Based Sentiment Analysis: A Retrospective Overview and Bibliometric Analysis
Chen, Xieling, Xie, Haoran, Qin, S. Joe, Cai, Yaping, Tao, Xiaohui and Wang, Fu Lee. 2024. "Cognitive-Inspired Deep Learning Models for Aspect-Based Sentiment Analysis: A Retrospective Overview and Bibliometric Analysis." Cognitive Computation. 16 (6), pp. 3518-3556. https://doi.org/10.1007/s12559-024-10331-yArticle
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