School of Mathematics, Physics and Computing
| Type | Department/Institute |
|---|---|
| Faculty/Department | Academic Affairs |
| Head | Prof Xiaohui Tao |
| Director of Research | Dr Nawin Raj |
| Prof Xiaohui Tao |
Latest research outputs
3579 results found
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Cloud cover bias correction in numerical weather models for solar energy monitoring and forecasting systems with kernel ridge regression
Deo, Ravinesh C., Ahmed, A.A. Masrur, Casillas-Perez, David, Pourmousavi, S. Ali, Segal, Gary, Yu, Yanshan and Salcedo-sanz, Sancho. 2023. "Cloud cover bias correction in numerical weather models for solar energy monitoring and forecasting systems with kernel ridge regression." Renewable Energy. 203, pp. 113-130. https://doi.org/10.1016/j.renene.2022.12.048Article
Variability and long-term change in Australian monsoon rainfall: A review
Heidemann, Hanna, Cowan, Tim, Henley, Benjamin J., Ribbe, Joachim, Freund, Mandy and Power, Scott. 2023. "Variability and long-term change in Australian monsoon rainfall: A review ." WIREs Climate Change. 14 (3). https://doi.org/10.1002/wcc.823Article
Revolutionizing healthcare with federated reinforcement learning: from machine learning to machine unlearning
Shaik, Thanveer Basha. 2023. Revolutionizing healthcare with federated reinforcement learning: from machine learning to machine unlearning. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z6096PhD by Publication
Top-k socio-spatial co-engaged location selection for social users
Hasan Haldar, Nur Al, Li, Jianxin, Ali, Mohammed Eunus, Cai, Taotao, Chen, Yunliang, Sellis, Timos and Reynolds, Mark. 2023. "Top-k socio-spatial co-engaged location selection for social users." IEEE Transactions on Knowledge and Data Engineering. 35 (5), pp. 5325-5340. https://doi.org/10.1109/TKDE.2022.3151095Article
Towards Multi-User, Secure, and Verifiable kNN Query in Cloud Database
Cui, Ningning, Qian, Kang, Cai, Taotao, Li, Jianxin, Yang, Xiaochun, Cui, Jie and Zhong, Hong. 2023. "Towards Multi-User, Secure, and Verifiable kNN Query in Cloud Database." IEEE Transactions on Knowledge and Data Engineering. 35 (9), pp. 9333-9349. https://doi.org/10.1109/TKDE.2023.3237879Article
Incremental graph computation: Anchored Vertex Tracking in Dynamic Social Networks
Cai, Taotao, Yang, Shuiqiao, Li, Jianxin, Sheng, Quan Z., Yang, Jian, Wang, Xin, Zhang, Wei Emma and Gao, Longxiang. 2023. "Incremental graph computation: Anchored Vertex Tracking in Dynamic Social Networks." IEEE Transactions on Knowledge and Data Engineering. 35 (7), pp. 7030-7044. https://doi.org/10.1109/TKDE.2022.3199494Article
Giant Outer Transiting Exoplanet Mass (GOT 'EM) Survey. III. Recovery and Confirmation of a Temperate, Mildly Eccentric, Single-transit Jupiter Orbiting TOI-2010
Mann, Christopher R., Dalba, Paul A., Lafrenière, David, Fulton, Benjamin J., Hebrard, Guillaume, Boisse, Isabelle, Dalal, Shweta, Deleuil, Magali, Delfosse, Xavier, Demangeon, Olivier, Forveille, Thierry, Heidari, Neda, Kiefer, Flavien, Martioli, Eder, Moutou, Claire, Endl, Michael, Cochran, William D., MacQueen, Phillip, Marchis, Franck, ..., Ting, Eric B.. 2023. "Giant Outer Transiting Exoplanet Mass (GOT 'EM) Survey. III. Recovery and Confirmation of a Temperate, Mildly Eccentric, Single-transit Jupiter Orbiting TOI-2010 ." The Astronomical Journal. 166 (6). https://doi.org/10.3847/1538-3881/ad00bcArticle
Trouble in paradise: When two species of conservation and cultural value clash, causing a management conundrum
Behrendorff, Linda, King, Rachel and Allen, Benjamin L.. 2023. "Trouble in paradise: When two species of conservation and cultural value clash, causing a management conundrum." Ecology and Evolution. 13 (11). https://doi.org/10.1002/ece3.10726Article
In vitro screening of topical formulation excipients for epithelial toxicity in cancerous and non-cancerous cell lines
Forouz, Farzaneh, Mohammed, Yousuf, Shobeiri Nejad, Hamid S. A., Roberts, Michael S. and Grice, Jeffrey E.. 2023. "In vitro screening of topical formulation excipients for epithelial toxicity in cancerous and non-cancerous cell lines ." EXCLI journal . 22, pp. 1173-1199. https://doi.org/10.17179/excli2023-6072Article
Knowledge Tracing Based on Gated Heterogeneous Graph Convolutional Networks
Zhang, Yang, Wang, Zhen, Yu, Ting, Lu, Mingming, Ren, Zujie and Zhang, Ji. 2023. "Knowledge Tracing Based on Gated Heterogeneous Graph Convolutional Networks." Proceedings of the 10th IEEE International Conference on Big Data (2022). Osaka, Japan 17 - 20 Dec 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/BigData55660.2022.10020547Paper
IDGMS: a One-Stop Graph Mining System for Infectious Diseases
Xu, Zenghui, Yu, Ting, Hong, Xingyun, Li, Mingzhang, Zhang, Yang, Ren, Zujie and Zhang, Ji. 2023. "IDGMS: a One-Stop Graph Mining System for Infectious Diseases." Proceedings of the 10th IEEE International Conference on Big Data (2022). Osaka, Japan 17 - 20 Dec 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/BigData55660.2022.10020537Paper
Debiased Learning of Self-Labeled Twitter Data for User Demographic Prediction
Wang, Zhen, Cooley, Madison, Zhang, Yang, Lan, Chao and Zhang, Ji. 2023. "Debiased Learning of Self-Labeled Twitter Data for User Demographic Prediction." Proceedings of the 10th IEEE International Conference on Big Data (2022). Osaka, Japan 17 - 20 Dec 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/BigData55660.2022.10020166Paper
Fast Fourier Transform and Ensemble Model to Classify Epileptic EEG Signals
Lafta, Raid, Alshaheen, Hisham, Wang, Biao, Tao, Xiaohui, Li, Lingling, Zhang, Kexin and Zhang, Ji. 2023. "Fast Fourier Transform and Ensemble Model to Classify Epileptic EEG Signals." Proceedings of the 10th IEEE International Conference on Big Data (2022). Osaka, Japan 17 - 20 Dec 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/BigData55660.2022.10020818Paper
A Parallel Framework for Streaming Graphs Computing
Jiang, Ting, Yu, Ting, Hong, Zexian, Ren, Zujie and Zhang, Ji. 2023. "A Parallel Framework for Streaming Graphs Computing." Proceedings of the 10th IEEE International Conference on Big Data (2022). Osaka, Japan 17 - 20 Dec 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/BigData55660.2022.10020995Paper
Hyperspectral Anomaly Detection based on Autoencoder using Superpixel Manifold Constraint
Gan, Yuquan, Liu, Wenqiang, Liu, Ying, He, Jinglu and Zhang, Ji. 2023. "Hyperspectral Anomaly Detection based on Autoencoder using Superpixel Manifold Constraint." 2022 5th International Conference on Artificial Intelligence and Pattern Recognition (AIPR 2022). Xiamen China 23 - 25 Sep 2022 United States. Association for Computing Machinery (ACM). https://doi.org/10.1145/3573942.3574108Paper
A Generative Adversarial Active Learning Method for Effective Outlier Detection
Bah, Mohamed Jaward, Zhang, Ji, Yu, Ting, Xia, Feng, Li, Zhao, Zhou, Shuigeng and Wang, Hongzhi. 2023. "A Generative Adversarial Active Learning Method for Effective Outlier Detection." 34th International Conference on Tools with Artificial Intelligence (ICTAI 2022). Macao, China 31 Oct - 02 Nov 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/ICTAI56018.2022.00027Paper
Decentralized Blockchain Network
Abduljabbar, Tamara Abdulmunim, Tao, Xiaohui, Zhang, Ji, Yong, Jianming and Zhou, Xujuan. 2023. "Decentralized Blockchain Network." 2022 Tenth International Conference on Advanced Cloud and Big Data (CBD). Guilin, China 04 - 05 Nov 2022 China. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/CBD58033.2022.00049Paper
Multi-Method Approaches for Sleep EEG Analysis And Sleep Stage Classification
Zapata, Ignacio Alonso. 2023. Multi-Method Approaches for Sleep EEG Analysis And Sleep Stage Classification. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z4yq2PhD by Publication
Deep learning based sleep stage classification
Ji, Xiaopeng. 2023. Deep learning based sleep stage classification. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z4y9qPhD by Publication
VPFL: A verifiable privacy-preserving federated learning scheme for edge computing systems
Zhang, Jiale, Liu, Yue, Wu, Di, Lou, Shuai, Chen, Bing and Yu, Shui. 2023. "VPFL: A verifiable privacy-preserving federated learning scheme for edge computing systems." Digital Communications and Networks. 9 (4), pp. 981-989. https://doi.org/10.1016/j.dcan.2022.05.010Article
Finding exact solutions for selected nonlinear evolution differential equations
Bhanot, Rajeev P., Mohammed, Mayada G.. and Strunin, Dmitry V.. 2023. "Finding exact solutions for selected nonlinear evolution differential equations." Journal of Interdisciplinary Mathematics. 26 (7), pp. 1461-1470. https://doi.org/10.47974/JIM-1566Article
The Colour Analysis of Meteors Using the Desert Fireball Network
Johnson, Christopher. 2023. The Colour Analysis of Meteors Using the Desert Fireball Network. Masters Thesis Master of Science (Research). University of Southern Queensland. https://doi.org/10.26192/z3w35Masters Thesis
Modelling the Association between Vitamin D Deficiency and Incidence of Covid-19 Infection Adjusting for the Confounders and Unobserved Heterogeneity
Hoque, Zahirul, Hossain, Shahadut, Hasan, Masud, Hoque, Irfanul and Haque, Afrozul. 2023. "Modelling the Association between Vitamin D Deficiency and Incidence of Covid-19 Infection Adjusting for the Confounders and Unobserved Heterogeneity." Journal of Applied Probability and Statistics. 18 (1), pp. 19-33.Article
The impact of prenatal maternal medication and dietary habits and parental alcohol consumption on childhood obesity and overweight risk in Australia
Horne, Brenton. 2023. The impact of prenatal maternal medication and dietary habits and parental alcohol consumption on childhood obesity and overweight risk in Australia. PhD by Publication Master of Research. University of Southern Queensland. https://doi.org/10.26192/z3qq5PhD by Publication
Solar ultraviolet radiation predictions under cloud cover effects with artificial intelligence approaches
Prasad, Salvin Sanjesh. 2023. Solar ultraviolet radiation predictions under cloud cover effects with artificial intelligence approaches. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z3qq0PhD by Publication
Designing an artificial intelligence tool to understand student engagement based on teacher's behaviours and movements in video conferencing
Verma, Navdeep, Getenet, Seyum, Dann, Christopher and Shaik, Thanveer. 2023. "Designing an artificial intelligence tool to understand student engagement based on teacher's behaviours and movements in video conferencing." Computers and Education: Artificial Intelligence. 5. https://doi.org/10.1016/j.caeai.2023.100187Article
Asteroseismology and Spectropolarimetry of the Exoplanet Host Star λ Serpentis
Metcalfe, T.S., Buzasi, D., Huber, D., Pinsonneault, M.H., van Saders, J.L., Ayres, T.R., Basu, S., Drake, J.J., Egeland, R., Kochukhov, O., Petit, P., Saar, S.H., See, V., Stassun, K.G., Li, Y., Bedding, T.R., Breton, S.N., Finley, A.J., García, R.A., ..., Soon, W.. 2023. "Asteroseismology and Spectropolarimetry of the Exoplanet Host Star λ Serpentis." The Astronomical Journal. 166, p. 167. https://doi.org/10.3847/1538-3881/acf1f7Article
Fostering Enduring Peer Learning Groups for 1st Year Students
Brown, Jason, Kennedy, Joel, Raj, Nawin and Quinton, Matthew. 2023. "Fostering Enduring Peer Learning Groups for 1st Year Students." 34th Annual Conference of the Australasian Association for Engineering Education (AAEE 2023). Gold Coast, Australia 03 - 06 Dec 2023 Australia. Australasian Association for Engineering Education.Paper
Short-term wave power forecasting with hybrid multivariate variational mode decomposition model integrated with cascaded feedforward neural networks
Ali, Mumtaz, Prasad, Ramendra, Jamei, Mehdi, Malik, Anurag, Xiang, Yong, Abdulla, Shahab, Deo, Ravinesh C., Farooque, Aitazaz A. and Labban, Abdulhaleem H.. 2023. "Short-term wave power forecasting with hybrid multivariate variational mode decomposition model integrated with cascaded feedforward neural networks." Renewable Energy. 221. https://doi.org/https://doi.org/10.1016/j.renene.2023.119773Article
Facile Fabrication of “Tacky”, Stretchable, and Aligned Carbon Nanotube Sheet-Based Electronics for On-Skin Health Monitoring
Nguyen, Duy Van, Mills, Dean, Tran, Canh-Dung, Nguyen, Thanh, Nguyen, Hung, Tran (Student), Thi Lap, Song, Pingan, Phan, Hoang-Phuong, Nguyen, Nam-Trung, Dao, Dzung Viet, Bell, John and Dinh, Toan. 2023. "Facile Fabrication of “Tacky”, Stretchable, and Aligned Carbon Nanotube Sheet-Based Electronics for On-Skin Health Monitoring ." ACS Applied Materials and Interfaces. 15 (50), p. 58746–58760. https://doi.org/10.1021/acsami.3c13541Article
Hybridized artificial intelligence models with nature-inspired algorithms for river flow modeling: A comprehensive review, assessment, and possible future research directions
Tao, Hai, Abba, Sani I., Al-Areeq, Ahmed M., Tangang, Fredolin, Samantaray, Sandeep, Sahoo, Abinash, Siqueira, Hugo Valadares, Maroufpoor, Saman, Demir, Vahdettin, Bokde, Neeraj Dhanraj, Goliatt, Leonardo, Jamei, Mehdi, Ahmadianfar, Iman, Bhagat, Suraj Kumar, Halder, Bijay, Guo, Tianli, Helman, Daniel S., Ali, Mumtaz, Sattar, Sabaa, ..., Yaseen, Zaher Mundher. 2023. "Hybridized artificial intelligence models with nature-inspired algorithms for river flow modeling: A comprehensive review, assessment, and possible future research directions ." Engineering Applications of Artificial Intelligence. 129. https://doi.org/10.1016/j.engappai.2023.107559Article
Development of an enhanced bidirectional recurrent neural network combined with time-varying filter-based empirical mode decomposition to forecast weekly reference evapotranspiration
Karbasi, Masoud, Jamei, Mehdi, Ali, Mumtaz, Malik, Anurag, Chu, Xuefeng, Farooque, Aitazaz Ahsan and Yaseen, Zaher Mundher. 2023. "Development of an enhanced bidirectional recurrent neural network combined with time-varying filter-based empirical mode decomposition to forecast weekly reference evapotranspiration." Agricultural Water Management. 290. https://doi.org/https://doi.org/10.1016/j.agwat.2023.108604Article
The Academic Numeracy Framework: A tool to embed numeracy in tertiary courses, programs and study-support initiatives
Salmeron, Raquel, Galligan, Linda, Howarth, Debi and Raj, Nawin. 2023. "The Academic Numeracy Framework: A tool to embed numeracy in tertiary courses, programs and study-support initiatives." 8th Students Transitions Achievement Retention & Success Conference (STARS 2023). Brisbane, Australia 03 - 05 Jul 2023 Australia.Presentation
An Adaptive Feature Fusion Network for Alzheimer’s Disease Prediction
Wei, Shicheng, Li, Yan and Yang, Wencheng. 2023. "An Adaptive Feature Fusion Network for Alzheimer’s Disease Prediction." 12th International Conference on Health Information Science (HIS 2023). Melbourne, Australia 23 - 24 Oct 2023 Germany. https://doi.org/10.1007/978-981-99-7108-4Paper
Adaptive Regularization and Resilient Estimation in Federated Learning
Uddin, Md Palash, Xiang, Yong, Zhao, Yao, Ali, Mumtaz, Zhang, Yushu and Gao, Longxiang. 2023. "Adaptive Regularization and Resilient Estimation in Federated Learning." IEEE Transactions on Services Computing. https://doi.org/10.1109/TSC.2023.3332703Article
Factors influencing the activity ranges of feral pigs (Sus scrofa) across four sites in eastern Australia
Wilson, Cameron, Gentle, Matthew and Marshall, Darren. 2023. "Factors influencing the activity ranges of feral pigs (Sus scrofa) across four sites in eastern Australia." Wildlife Research. 50 (11), pp. 876-889. https://doi.org/10.1071/WR22095Article
HGSOXGB: Hunger-Games-Search-Optimization-Based Framework to Predict the Need for ICU Admission for COVID-19 Patients Using eXtreme Gradient Boosting
Pinki, Farhana Tazmim, Awal, Md Abdul, Mumenin, Khondoker Mirazu, Hossain, Md. Shahadat, Faysal, Jabed Al, Rana, Rajib, Almuqren, Rajib, Ksibi, Amel and Samad, Md Abdus. 2023. "HGSOXGB: Hunger-Games-Search-Optimization-Based Framework to Predict the Need for ICU Admission for COVID-19 Patients Using eXtreme Gradient Boosting." Mathematics. 11 (18). https://doi.org/10.3390/math11183960Article
Eclipse Chasers by Nick Lomb and Toner Stevenson
Orchiston, Wayne. 2023. "Eclipse Chasers by Nick Lomb and Toner Stevenson." Journal of Astronomical History and Heritage. 26 (1), pp. 273-275. https://doi.org/10.3724/SP.J.1440-2807.2023.01.23Book review
The magnetic field and stellar wind of the mature late-F star χ Draconis A
Marsden, S. C., Evensberget, D., Brown, E. L., Neiner, C., Seach, J. M., Morin, J., Petit, P., Jeffers, S. and Folsom, C. O.. 2023. "The magnetic field and stellar wind of the mature late-F star χ Draconis A." Monthly Notices of the Royal Astronomical Society. 522 (1), pp. 792-810. https://doi.org/10.1093/mnras/stad925Article
Information fusion in crime event analysis: A decade survey on data, features and models
Hu, Kaixi, Li, Lin, Tao, Xiaohui, Velasquez, Juan D. and Delaney, Patrick. 2023. "Information fusion in crime event analysis: A decade survey on data, features and models." Information Fusion. 100. https://doi.org/10.1016/j.inffus.2023.101904Article
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