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
4114 results found
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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
Effect of Camera Choice on Image-Classification Inference
Brown, Jason, Nguyen, Andy and Raj, Nawin. 2025. "Effect of Camera Choice on Image-Classification Inference." Applied Sciences. 15 (1). https://doi.org/10.3390/app15010246Article
STI/HIV Risk Prediction Model Development-A Novel Use of Public Data To Forecast STIs/HIV Risk For Men Who Have Sex With Men
Ji, Xiaopeng, Tang, Zhaohui, Osborne, Sonya R., Nguyen, Thi Phuoc Van, Mullens, Amy B., Dean, Judith A. and Li, Yan. 2025. "STI/HIV Risk Prediction Model Development-A Novel Use of Public Data To Forecast STIs/HIV Risk For Men Who Have Sex With Men." Frontiers in Public Health. 12. https://doi.org/10.3389/fpubh.2024.1511689Article
SFFL: Self-Aware Fairness Federated Learning Framework for Heterogeneous Data Distributions
Zhang, Jiale, Li, Ye, Wu, Di, Zhao, Yanchao and Palaiahnakote, Shivakumara. 2025. "SFFL: Self-Aware Fairness Federated Learning Framework for Heterogeneous Data Distributions." Expert Systems with Applications. 269. https://doi.org/10.1016/j.eswa.2025.126418Article
Enhanced question understanding for multi-type legal question answering
Yin, Yu, Li, Lin, Xie, Shugui, Tao, Xiaohui and Zhang, Jianwei. 2025. "Enhanced question understanding for multi-type legal question answering ." CCF Transactions on Pervasive Computing and Interaction. 7 (1), pp. 15-29. https://doi.org/10.1007/s42486-024-00175-8Article
Symmetry restoration in collisions of solitons in fractional couplers
Strunin, Dmitry V., Malomed, Boris A. and McKeiver, Joshua L.. 2025. "Symmetry restoration in collisions of solitons in fractional couplers." Australia and New Zealand Industrial and Applied Mathematics (ANZIAM) Journal. 67, pp. 1-11. https://doi.org/10.1017/S1446181124000245Article
Spreading across the continent: the Astronomical Society of Australia 1966-2023
Lomb, Nick and Stevenson, Toner. 2025. "Spreading across the continent: the Astronomical Society of Australia 1966-2023." Historical Records of Australian Science. 36 (1). https://doi.org/10.1071/HR24020Article
Disparities in Global Authorship and Data Source in the Pediatric Blood and Cancer Journal 2011-2021: Realities and Strategies for Improvement
Burns, Kathryn, Martiniuk, Alexandra, Islam, Md Irteja, Opoku, Dominic Agyemang, Luo, Yuanhui., Malahlela, Dorcas, Pickard, Anita, Sniderman, Elizabeth and Challinor, Julia. 2025. "Disparities in Global Authorship and Data Source in the Pediatric Blood and Cancer Journal 2011-2021: Realities and Strategies for Improvement." Pediatric Blood and Cancer. 72 (2). https://doi.org/10.1002/pbc.31413Article
Wellness, mood, sleep, and performance in a women’s national basketball team during international competition
Bird, Stephen P., Parsons-Smith, Renée L., King, Rachel and Terry, Peter C.. 2025. "Wellness, mood, sleep, and performance in a women’s national basketball team during international competition." Journal of Human Kinetics. 96, pp. 163-175. https://doi.org/10.5114/jhk/200117Article
Artificial Intelligence-Based Suicide Prevention and Prediction: A Systematic Review (2019-2023)
Atmakuru, Anirudh, Shahini, Alen, Chakraborty, Subrata, Seoni, Silvia, Salvi, Massimo, Hafeez-Baig, Abdul, Rashid, Sadaf, Tan, Ru San, Barua, Prabal Datta, Molinari, Filippo and Acharya, U Rajendra. 2025. "Artificial Intelligence-Based Suicide Prevention and Prediction: A Systematic Review (2019-2023)." Information Fusion. 114. https://doi.org/10.1016/j.inffus.2024.102673Article
Explainable deeply-fused nets electricity demand prediction model: Factoring climate predictors for accuracy and deeper insights with probabilistic confidence interval and point-based forecasts
Ghimire, Sujan, AL-Musaylh, Mohanad S., Nguyen-Huy, Thong, Deo, Ravinesh C., Acharya, Rajendra, Casillas-Perez, David, Yaseen, Zaher Mundher and Salcedo-sanz, Sancho. 2025. "Explainable deeply-fused nets electricity demand prediction model: Factoring climate predictors for accuracy and deeper insights with probabilistic confidence interval and point-based forecasts." Applied Energy. 378 (Part A). https://doi.org/10.1016/j.apenergy.2024.124763Article
Ultraviolet radiation thin film dosimetry: A review of properties and applications
Parisi, Alfio V., Downs, Nathan J., Schouten, Peter, Igoe, Damien P., Turner, Joanna, Amar, Abdurazaq, Wainwright, Lisa, Dawes, Adrian, Butler, Harry and Dekeyser, Stijn. 2025. "Ultraviolet radiation thin film dosimetry: A review of properties and applications." Photochemistry and Photobiology. 101 (3), pp. 532-545. https://doi.org/10.1111/php.14022Article
Multi-view Few-shot Reasoning for Emerging Entities in Knowledge Graphs
Yan, Cheng, Zhao, Feng, Tao, Xiaohui and Zhu, Xiaofeng. 2025. "Multi-view Few-shot Reasoning for Emerging Entities in Knowledge Graphs." IEEE Transactions on Big Data. 11 (3), pp. 1321-1333. https://doi.org/10.1109/TBDATA.2024.3453749Article
A Survey on Truth Discovery: Concepts, Methods, Applications, and Opportunities
Wang, Shuang, Zhang, He, Sheng, Quan Z., Li, Xiaoping, Sun, Zhu, Cai, Taotao, Zhang, Wei Emma, Yang, Jian and Gao, Qing. 2025. "A Survey on Truth Discovery: Concepts, Methods, Applications, and Opportunities." IEEE Transactions on Big Data. 11 (2), pp. 314-332. https://doi.org/10.1109/TBDATA.2024.3423677Article
"Getting People Back Into the Community": Forensic Mental Health Nurses' Perceptions and Experiences of the Recovery Model Within a High-Secure Hospital
Roberts, Casey, Luder, Michael, McMullen, Crystal, Cole, Rosalind, Ward, Nicole, Dignam, Paul and Ireland, Michael. 2025. ""Getting People Back Into the Community": Forensic Mental Health Nurses' Perceptions and Experiences of the Recovery Model Within a High-Secure Hospital." Journal of Forensic Nursing. 21 (2), pp. 136-143. https://doi.org/10.1097/JFN.0000000000000511Article
Vibration Analysis of Perovskite Solar Cells Resting on Porous Nanocomposite Substrate in Thermal Environment
Jafari, Pooya and Kiani, Yaser. 2025. "Vibration Analysis of Perovskite Solar Cells Resting on Porous Nanocomposite Substrate in Thermal Environment." International Journal of Structural Stability and Dynamics. 25 (13). https://doi.org/10.1142/S0219455425501391Article
Fast face swapping with high-fidelity lightweight generator assisted by online knowledge distillation
Yang, Gaoming, Ding, Yifeng, Fang, Xianjin, Zhang, Ji and Chu, Yan. 2025. "Fast face swapping with high-fidelity lightweight generator assisted by online knowledge distillation." The Visual Computer. 41 (2), pp. 1251-1271. https://doi.org/10.1007/s00371-024-03414-2Article
AttentionPoolMobileNeXt: An automated construction damage detection model based on a new convolutional neural network and deep feature engineering models
Aydin, Mehmet, Barua, Prabal Datta, Chadalavada, Sreenivasulu, Dogan, Sengul, Tuncer, Turker, Chakraborty, Subrata and Acharya, Rajendra U.. 2025. "AttentionPoolMobileNeXt: An automated construction damage detection model based on a new convolutional neural network and deep feature engineering models." Multimedia Tools and Applications. 84 (4), pp. 1821-1843. https://doi.org/10.1007/s11042-024-19163-2Article
The mitigating effect of street trees, urban flora, and the suburban environment on seasonal peak UV indices: A case study from Brisbane, Australia
Downs, Nathan James, Amar, Abdurazaq, Dearnaley, John, Butler, Harry, Dekeyser, Stijn, Igoe, Damien, Parisi, Alfio V., Raj, Nawin, Deo, Ravinesh and Turner, Joanna. 2025. "The mitigating effect of street trees, urban flora, and the suburban environment on seasonal peak UV indices: A case study from Brisbane, Australia." Photochemistry and Photobiology. 101 (1), pp. 251-266. https://doi.org/10.1111/php.13988Article
Electronic sun journal as an evaluation tool for measuring sunflecks while walking through urban forests
Igoe, Damien P., Parisi, Alfio V, Amar, Abdurazaq, Downs, Nathan J. and Butler, Harry. 2025. "Electronic sun journal as an evaluation tool for measuring sunflecks while walking through urban forests." Instrumentation Science and Technology. 53 (1), pp. 63-79. https://doi.org/10.1080/10739149.2024.2350009Article
Privacy Inference Attack and Defense in Centralized and Federated Learning: A Comprehensive Survey
Rao, Bosen, Zhang, Jiale, Wu, Di, Zhu, Chengcheng, Sun, Xiaobing and Chen, Bing. 2025. "Privacy Inference Attack and Defense in Centralized and Federated Learning: A Comprehensive Survey." IEEE Transactions on Artificial Intelligence. 6 (2), pp. 333-353. https://doi.org/10.1109/TAI.2024.3363670Article
Tree shade within urban parks and nature strips: standards and perspectives from measurement campaigns conducted in Queensland
Downs, Nathan, Antrobus, Jodie, Dekeyser, Stijn, Butler, Harry, Downs, Melanie, Hickmott, Darren, Madigan, Chris, Brown, Alexandra, Amar, Abdurazaq, Dearnaley, John, Parisi, Alfio V, Vanos, Jennifer, Raj, Nawin, Harrison, Simone and Igoe, Damien. 2024. "Tree shade within urban parks and nature strips: standards and perspectives from measurement campaigns conducted in Queensland ." 6th International conference UV and Skin Cancer Prevention. Brisbane, Australia 11 - 15 Sep 2024 Australia.Presentation
Recommending Learning Objects through Attentive Heterogeneous Graph Convolution and Operation- Aware Neural Network (Extended Abstract)
Zhu, Yifan, Lin, Qika, Lu, Hao, Shi, Kaize, Liu, Donglei, Chambua, James, Wang, Shanshan and Niu, Zhendong. 2024. "Recommending Learning Objects through Attentive Heterogeneous Graph Convolution and Operation- Aware Neural Network (Extended Abstract)." 2024 IEEE 40th International Conference on Data Engineering (ICDE). Utrecht, Netherlands 13 - 14 May 2024 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/ICDE60146.2024.00505Paper
Deep coupling network for multivariate time series forecasting
Yi, Kun, Zhang, Qi, He, Hui, Hui He, Hu, Liang, An, Ning and Niu, Zhendong. 2024. "Deep coupling network for multivariate time series forecasting." ACM Transactions on Information Systems. 42 (5), pp. 1-28. https://doi.org/10.1145/3653447Article
Adapting GNNs for document understanding: A flexible framework with multiview global graphs
Wu, Zhuojia, Zhang, Qi, Miao, Duoqian, Zhao, Xuerong and Shi, Kaize. 2024. "Adapting GNNs for document understanding: A flexible framework with multiview global graphs." IEEE Transactions on Computational Social Systems. 12 (2), pp. 608-621. https://doi.org/10.1109/TCSS.2024.3468890Article
Enhancing Academic Title Drafting Through Abstractive Summarization
Wu, Taoyu Wu and Shi, Kaize. 2024. "Enhancing Academic Title Drafting Through Abstractive Summarization." 2024 IEEE International Conference on Behavioural and Social Computing (BESC-2024). Harbin, China 16 - 18 Aug 2024 China. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/BESC64747.2024.10780612Paper
FetchEEG: a hybrid approach combining feature extraction and temporal-channel joint attention for EEG-based emotion classification
Liang, Yu, Zhang, Chenlong, An, Shan, Wang, Zaitian, Shi, Kaize, Peng, Tianhao, Ma, Yuqing, Xie, Xiaoyang, He, Jian and Zheng, Kun. 2024. "FetchEEG: a hybrid approach combining feature extraction and temporal-channel joint attention for EEG-based emotion classification." Journal of Neural Engineering. 21 (3). https://doi.org/10.1088/1741-2552/ad4743Article
A topic‐controllable keywords‐to‐text generator with knowledge base network
He, Li, Shi, Kaize, Wang, Dingxian, Wang, Xianzhi and Xu, Guandong. 2024. "A topic‐controllable keywords‐to‐text generator with knowledge base network." CAAI Transactions on Intelligence Technology. 9 (3), pp. 585-594. https://doi.org/10.1049/cit2.12280Article
Distributional drift adaptation with temporal conditional variational autoencoder for multivariate time series forecasting
He, Hui, Zhang, Qi, Yi, Kun, Shi, Kaize, Niu, Zhendong and Cao, Longbing. 2024. "Distributional drift adaptation with temporal conditional variational autoencoder for multivariate time series forecasting." IEEE Transactions on Neural Networks and Learning Systems. 36 (4), pp. 7287-7301. https://doi.org/10.1109/TNNLS.2024.3384842Article
Homogeneous-listing-augmented Self-supervised Multimodal Product Title Refinement
Deng, Jiaqi, Shi, Kaize, Huo, Huan, Wang, Dingxian and Xu, Guandong. 2024. "Homogeneous-listing-augmented Self-supervised Multimodal Product Title Refinement." 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR ’24). Washington DC, United States 14 - 18 Jul 2024 United States. Association for Computing Machinery (ACM). https://doi.org/10.1145/3626772.3661347Paper
Snap and diagnose: An advanced multimodal retrieval system for identifying plant diseases in the wild
Wei, Tianqi, Chen, Zhi and Yu, Xin. 2024. "Snap and diagnose: An advanced multimodal retrieval system for identifying plant diseases in the wild." 6th ACM International Conference on Multimedia in Asia (MMAsia '24). Auckland, New Zealand 03 - 06 Dec 2024 United States. Association for Computing Machinery (ACM). https://doi.org/10.1145/3696409.3700293Paper
DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection
Lim, Jia Syuen, Chen, Zhuoxiao, Baktashmotlagh, Mahsa, Chen, Zhi, Yu, Xin, Huang, Zi and Luo, Yadan. 2024. "DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection." 38th Annual Conference on Neural Information Processing Systems (NeurIPS 2024). Vancouver, Canada 10 - 15 Dec 2024 Canada.Paper
Towards Cost-Efficient Federated Multi-agent RL with Learnable Aggregation
Zhang, Yi, Wang, Sen, Chen, Zhi, Xu, Xuwei, Funiak, Stano and Liu, Jiajun. 2024. "Towards Cost-Efficient Federated Multi-agent RL with Learnable Aggregation." 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2024). Taipei, Taiwan 07 - 10 May 2024 Springer. https://doi.org/10.1007/978-981-97-2253-2_14Paper
Benchmarking In-the-wild Multimodal Disease Recognition and A Versatile Baseline
Wei, Tianqi, Chen, Zhi, Huang, Zi and Yu, Xin. 2024. "Benchmarking In-the-wild Multimodal Disease Recognition and A Versatile Baseline." 32nd ACM International Conference on Multimedia (MM '24). Melbourne, Australia 28 Oct - 01 Nov 2024 United States. Association for Computing Machinery (ACM). https://doi.org/10.1145/3664647.3680599Paper
Secondary analysis of newly diagnosed type 2 diabetes subgroups and treatment responses in the MARCH cohort
Wang, Weihao, Li, Xinyao, Chen, Fei, Wei, Ran, Chen, Zhi, Li, Jingjing, Qiao, Jingtao, Pan, Qi, Yang, Wenying and Guo, Lixin. 2024. "Secondary analysis of newly diagnosed type 2 diabetes subgroups and treatment responses in the MARCH cohort." Diabetes and Metabolic Syndrome: Clinical Research and Reviews. 18 (1). https://doi.org/10.1016/j.dsx.2023.102936Article
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