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
3971 results found
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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
Secure Zonotopic Set-Membership State Estimation for Multi-Rate Complex Networks Under Encryption-Decryption Mechanism
Yang, Hao, Yan, Huaicheng, Li, Yan, Wen, Paul and Yang, Fuwen. 2023. "Secure Zonotopic Set-Membership State Estimation for Multi-Rate Complex Networks Under Encryption-Decryption Mechanism." IEEE Transactions on Automatic Control. 69 (8), pp. 5109-5124. https://doi.org/10.1109/TAC.2023.3347599Article
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
Attribute Selection Hybrid Network Model for risk factors analysis of postpartum depression using Social media
Gopalakrishnan, Abinaya, Gururajan, Raj, Venkataraman, Revathi, Zhou, Xujuan, Chan, Ka Chan, Saravanan, Arul and Sen, Maitrayee. 2023. "Attribute Selection Hybrid Network Model for risk factors analysis of postpartum depression using Social media." Brain Informatics. 10. https://doi.org/10.1186/s40708-023-00206-7Article
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
Routing Protocol for Healthcare Applications Data Over the 6LoWPAN-based Wireless Sensor Networks
Zhang, Zhongwei, Hu, Hong and Hu, Xiaohua. 2023. "Routing Protocol for Healthcare Applications Data Over the 6LoWPAN-based Wireless Sensor Networks." Howlett, R. (ed.) 27th International Conference on Knowledge Based and Intelligent Information and Engineering Sytems (KES 2023). Athens, Greece 04 - 08 Sep 2023 Elsevier. https://doi.org/10.1016/j.procs.2023.10.206Paper
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
Detection of Depression and Its Likelihood in Children and Adolescents: Evidence from a 15-Years Study
Haque, Umme Marzia, Kabir, Enamul and Khanam, Rasheda. 2023. "Detection of Depression and Its Likelihood in Children and Adolescents: Evidence from a 15-Years Study ." 12th International Conference on Health Information Science (HIS 2023). Melbourne, Australia 23 - 24 Oct 2023 Singapore . https://doi.org/10.1007/978-981-99-7108-4_1Paper
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/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
On Standards for Wireless Sensor Networks in the Application of Structural Health Monitoring
Edge, Peter, Zhang, Zhongwei and Akarinejad, Hossein. 2023. "On Standards for Wireless Sensor Networks in the Application of Structural Health Monitoring." 2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE). Las Vegas, United States 24 - 27 Jul 2023 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/CSCE60160.2023.00440Paper
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
Identifying social determinants and measuring socioeconomic inequalities in the use of four different mental health services by Australian adolescents aged 13-17 years: Results from a nationwide study
Islam, Md Irteja, Salam, Shumona Sharmin, Kabir, Enamul and Khanam, Rasheda. 2023. "Identifying social determinants and measuring socioeconomic inequalities in the use of four different mental health services by Australian adolescents aged 13-17 years: Results from a nationwide study." Healthcare. 11 (18). https://doi.org/10.3390/healthcare11182537Article
Photon–Atom Interactions: Intermediate Energies
Bromley, Michael W. J.. 2023. "Photon–Atom Interactions: Intermediate Energies." Drake, Gordon W. F. (ed.) Springer Handbook of Atomic, Molecular, and Optical Physics. Switzerland . Springer Science and Business Media Deutschland GmbH. pp. 967–979Handbook (chapter)
An ensemble machine learning-based intelligent system for human activity recognition using sensory data
Abdulla, Shahab, Diykh, Mohammed, Siuly, Siuly and Ali, Mumtaz. 2023. "An ensemble machine learning-based intelligent system for human activity recognition using sensory data." Sinha, G.R., Subudhi, Bidyadhar, Fan, Chih-Peng and Nisar, Humaira (ed.) Cognitive Sensing Technologies and Applications. Institution of Engineering and Technology (IET). pp. 119-130Edited book (chapter)
L2QA: Long Legal Article Question Answering with Cascaded Key Segment Learning
Xie, Shugui, Li, Lin, Yuan, Jingling, Xie, Qing and Tao, Xiaohui. 2023. "L2QA: Long Legal Article Question Answering with Cascaded Key Segment Learning." 28th International Conference on Database Systems for Advanced Applications (DASFAA 2023). Tianjin, China 17 - 20 Apr 2023 Springer. https://doi.org/10.1007/978-3-031-30675-4_27Paper
Hierarchical Aggregation Based Knowledge Graph Embedding for Multi-task Recommendation
Wang, Yani, Zhang, Ji, Zhou, Xiangmin and Zhang, Yang. 2023. "Hierarchical Aggregation Based Knowledge Graph Embedding for Multi-task Recommendation." 6th International Joint Conference on Asia-Pacific Web and Web-Age Information Management (APWeb-WAIM 2022). Nanjing, China 25 - 27 Nov 2022 Switzerland . https://doi.org/10.1007/978-3-031-25201-3_13Paper
Query2Trip: Dual-Debiased Learning for Neural Trip Recommendation
Wang, Peipei, Li, Lin, Wang, Ru and Tao, Xizohui. 2023. "Query2Trip: Dual-Debiased Learning for Neural Trip Recommendation." 28th International Conference on Database Systems for Advanced Applications (DASFAA 2023). Tianjin, China 17 - 20 Apr 2023 Switzerland . Springer. pp. 80-96 https://doi.org/10.1007/978-3-031-30672-3_6Paper
Hyperbolic Mutual Learning for Bundle Recommendation
Ke, Haole, Li, Lin, Wang, PeiPei, Yuan, Jingling and Tao, Xiaohui. 2023. "Hyperbolic Mutual Learning for Bundle Recommendation." 28th International Conference on Database Systems for Advanced Applications (DASFAA 2023). Tianjin, China 17 - 20 Apr 2023 Switzerland . Springer. https://doi.org/10.1007/978-3-031-30672-3_28Paper
An Efficient Embedding Framework for Uncertain Attribute Graph
Jiang, Ting, Yu, Ting, Qiao, Xueting and Zhang, Ji. 2023. "An Efficient Embedding Framework for Uncertain Attribute Graph." 34th International Conference on Database and Expert Systems Applications (DEXA 2023). Penang, Malaysia 28 - 30 Aug 2023 Switzerland . https://doi.org/10.1007/978-3-031-39821-6_18Paper
Be-or-Not Prompt Enhanced Hard Negatives Generating For Memes Category Detection
Cui, Jian, Li, Lin and Tao, Xiaohui. 2023. "Be-or-Not Prompt Enhanced Hard Negatives Generating For Memes Category Detection." 2023 IEEE International Conference on Multimedia and Expo (ICME). Brisbane, Australia 10 - 14 Jul 2023 United Sates. https://doi.org/10.1109/ICME55011.2023.00038Paper
Brain Injury Localization and Size Estimation Using Electromagnetic Symmetric Crossing Lines Method
Zhu, Guohun, Bialkowski, Alina, Crozier, Stuart, Guo, Lei, Nguyen, Phong Thanh, Stancombe, Anthony E. and Abbosh, Amin. 2023. "Brain Injury Localization and Size Estimation Using Electromagnetic Symmetric Crossing Lines Method." IEEE Transactions on Instrumentation and Measurement. 72. https://doi.org/10.1109/TIM.2023.3295014Article
GraphTune: An Efficient Dependency-Aware Substrate to Alleviate Irregularity in Concurrent Graph Processing
Zhao, Jin, Zhang, Yu, He, Ligang, Li, Qikun, Zhang, Xiang, Jiang, Xinyu, Yu, Hui, Liao, Xiaofei, Jin, Hai, Gu, Lin, Liu, Haikun, He, Bingsheng, Zhang, Ji, Song, Xianzheng, Wang, Lin and Zhou, Jun. 2023. "GraphTune: An Efficient Dependency-Aware Substrate to Alleviate Irregularity in Concurrent Graph Processing." ACM Transactions on Architecture and Code Optimization. 20 (3), pp. 1-24. https://doi.org/10.1145/3600091Article
EGraph: Efficient Concurrent GPU-Based Dynamic Graph Processing
Zhang, Yu, Liang, Yuxuan, Zhao, Jin, Mao, Fubing, Gu, Lin, Liao, Xiaofei, Jin, Hai, Liu, Haikun, Guo, Song, Zeng, Yangqing, Hu, Hang, Li, Chen, Zhang, Ji and Wang, Biao. 2023. "EGraph: Efficient Concurrent GPU-Based Dynamic Graph Processing." IEEE Transactions on Knowledge and Data Engineering. 35 (6), pp. 5823-5836. https://doi.org/10.1109/TKDE.2022.3171588Article
DeepSafety: a deep neural network-based edge computing framework for detecting unsafe behaviors of construction workers
Zhang, Ji, Liu, Chia-Chun and Ying, Josh Jia-Ching. 2023. "DeepSafety: a deep neural network-based edge computing framework for detecting unsafe behaviors of construction workers." Journal of Ambient Intelligence and Humanized Computing. 14 (12), pp. 15997-16009. https://doi.org/10.1007/s12652-023-04554-4Article
A pH-Sensitive Surface of Chitosan/Sepiolite Clay/Algae Biocomposite for the Removal of Malachite Green and Remazol Brilliant Blue R Dyes: Optimization and Adsorption Mechanism Study
Zain, Zahirah Mohd, Abdulhameed, Ahmed Saud, Jawad, Ali H., ALOthman, Zeid A. and Yaseen, Zaher Mundher. 2023. "A pH-Sensitive Surface of Chitosan/Sepiolite Clay/Algae Biocomposite for the Removal of Malachite Green and Remazol Brilliant Blue R Dyes: Optimization and Adsorption Mechanism Study." Journal of Polymers and the Environment. 31 (2), pp. 501-518. https://doi.org/10.1007/s10924-022-02614-yArticle
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