School of Mathematics, Physics and Computing


TypeDepartment/Institute
Faculty/DepartmentAcademic Affairs
HeadProf Robert Sang
Director of ResearchDr Nawin Raj
Prof Yan Li

Latest research outputs

4106 results found
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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/app15010246

Article

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.2024.1511689

Article

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.2025.126418

Article

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/s42486-024-00175-8

Article

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/S1446181124000245

Article

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/HR24020

Article

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.31413

Article

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/200117

Article

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.2024.102673

Article

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.2024.124763

Article

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.14022

Article

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.2024.3453749

Article

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.2024.3423677

Article

"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.0000000000000511

Article

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/S0219455425501391

Article

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/s00371-024-03414-2

Article

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/s11042-024-19163-2

Article

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.13988

Article

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/10.1080/10739149.2024.2350009

Article

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.2024.3363670

Article

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

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/10.1145/3696409.3700293

Paper

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_14

Paper

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/10.1145/3664647.3680599

Paper

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.2023.102936

Article

The Application of Quantum Pre-processing Filter for Binary Image Classification with Small Samples
Riaz, Farina, Abdulla, Shahab, Suzuki, Hajime, Ganguly, Srinjoy, Deo, Ravinesh C. and Hopkins, Susan. 2024. "The Application of Quantum Pre-processing Filter for Binary Image Classification with Small Samples ." Journal of Data Science and Intelligent Systems. 3 (2), pp. 109-116. https://doi.org/10.47852/bonviewJDSIS42024229

Article

Aligning Bytes with Bliss: Integrating Happiness Computing with Sociological Insight
Wu, Xiaohua, Li, Lin, Tao, Xiaohui and Li, Yuefeng. 2024. "Aligning Bytes with Bliss: Integrating Happiness Computing with Sociological Insight." 20th International Conference on Advanced Data Mining Applications (ADMA 2024). Sydney, Australia 03 - 05 Dec 2025 Singapore. Springer. https://doi.org/10.1007/978-981-96-0811-9_13

Paper

A Comprehensive Review of UAV-UGV Collaboration: Advancements and Challenges
Munasinghe, Isuru, Perera, Asanka and Deo, Ravinesh C.. 2024. "A Comprehensive Review of UAV-UGV Collaboration: Advancements and Challenges." Journal of Sensor and Actuator Networks. 13 (6). https://doi.org/10.3390/jsan13060081

Article

First reported sexual recombination between Pyrenophora teres isolates obtained from barley and barley grass
Dahanayaka, Buddhika Amarasinghe, Sotiropoulos, Alexandros G, Vaghefi, Niloofar, Poudel, Barsha and Martin, Anke. 2024. "First reported sexual recombination between Pyrenophora teres isolates obtained from barley and barley grass." Phytopathology: International Journal of the American Phytopathological Society. 114 (11), pp. 2385-2393. https://doi.org/10.1094/PHYTO-12-23-0497-R

Article

HD 28185 revisited: an outer planet, instead of a brown dwarf, on a Saturn-like orbit
Venner, Alexander, An, Qier, Huang, Chelsea X., Brandt, Timothy D., Wittenmyer, Robert A. and Vanderburg, Andrew. 2024. "HD 28185 revisited: an outer planet, instead of a brown dwarf, on a Saturn-like orbit." Monthly Notices of the Royal Astronomical Society. 535, pp. 90-106. https://doi.org/10.1093/mnras/stae2336

Article

The California Legacy Survey. V. Chromospheric Activity Cycles in Main-sequence Stars
Isaacson, Howard, Howard, Andrew W., Fulton, Benjamin, Petigura, Erik A., Weiss, Lauren M., Kane, Stephen R., Carter, Brad, Beard, Corey, Giacalone, Steven, Van Zandt, Judah, Akana Murphy, Joseph M., Dai, Fei, Chontos, Ashley, Polanski, Alex S., Rice, Malena, Lubin, Jack, Brinkman, Casey, Rubenzahl, Ryan A., Blunt, Sarah, ..., Saunders, Nicholas. 2024. "The California Legacy Survey. V. Chromospheric Activity Cycles in Main-sequence Stars." Astrophysical Journal Supplement Series. 274 (2). https://doi.org/10.3847/1538-4365/ad676c

Article

Epileptic Seizure Prediction Based on Synchroextracting Transform and Sparse Representation
Ra, Jee Sook, Li, Tianning and Li, Yan. 2024. "Epileptic Seizure Prediction Based on Synchroextracting Transform and Sparse Representation." IEEE Access. 12, pp. 187684-187695. https://doi.org/10.1109/ACCESS.2024.3514859

Article

Oscillation frequencies of moderately rotating delta scuti stars: asymmetric mode splittings due to non-spherical distortion
Guo, Zhao, Bedding, Timothy R., Pamyatnykh, A. A., Kurtz, Donald W., Li, Gang, Gautam, Anuj, Murphy, Simon J. and Aerts, Conny. 2024. "Oscillation frequencies of moderately rotating delta scuti stars: asymmetric mode splittings due to non-spherical distortion." Monthly Notices of the Royal Astronomical Society. 535 (4), pp. 2927-2938. https://doi.org/10.1093/mnras/stae2423

Article

Directed Lobish-based explainable feature engineering model with TTPat and CWINCA for EEG artifact classification
Tuncer, Turker, Dogan, Sengul, Baygin, Mehmet, Tasci, Irem, Mungen, Bulent, Tasci, Burak, Barua, Prabal Datta and Acharya, U.R.. 2024. "Directed Lobish-based explainable feature engineering model with TTPat and CWINCA for EEG artifact classification." Knowledge-Based Systems. 305. https://doi.org/10.1016/j.knosys.2024.112555

Article

Exploring the Landscape of Machine Unlearning: A Comprehensive Survey and Taxonomy
Shaik, Thanveer, Tao, Xiaohui, Xie, Haoran, Li, Lin, Zhu, Xiaofeng and Li, Qing. 2024. "Exploring the Landscape of Machine Unlearning: A Comprehensive Survey and Taxonomy." IEEE Transactions on Neural Networks and Learning Systems. https://doi.org/10.1109/TNNLS.2024.3486109

Article

Colorado Ultraviolet Transit Experiment: a mission development history and future possibilities from the National Aeronautics and Space Administration's first ultraviolet astronomy CubeSat
Patton, Tom, France, Kevin and Egan, Arika. 2024. "Colorado Ultraviolet Transit Experiment: a mission development history and future possibilities from the National Aeronautics and Space Administration's first ultraviolet astronomy CubeSat." Journal of Astronomical Telescopes, Instruments, and Systems. 10 (3). https://doi.org/10.1117/1.JATIS.10.3.030301

Article

The δ Scuti stars of the Cep–Her Complex – I. Pulsator fraction, rotation, asteroseismic large spacings, and the νmax relation
Murphy, Simon J., Bedding, Timothy R., Gautam, Anuj, Kerr, Ronan P. and Mani, Prasad. 2024. "The δ Scuti stars of the Cep–Her Complex – I. Pulsator fraction, rotation, asteroseismic large spacings, and the νmax relation ." Monthly Notices of the Royal Astronomical Society. 534 (4), pp. 3022-3039. https://doi.org/10.1093/mnras/stae2226

Article

Retinal Health Screening Using Artificial Intelligence with Digital Fundus Images: A Review of the Last Decade (2012-2023)
Islam, Saad, Deo, Ravinesh C., Barua, Prabal Datta, Soar, Jeffrey, Yu, Ping and Acharya, U. Rajendra. 2024. "Retinal Health Screening Using Artificial Intelligence with Digital Fundus Images: A Review of the Last Decade (2012-2023)." IEEE Access. 12, pp. 176630-176685. https://doi.org/10.1109/ACCESS.2024.3477420

Article

Automated EEG-based language detection using directed quantum pattern technique
Dogan, Sengul, Tuncer, Turker, Barua, Prabal Datta and Acharya, U.R.. 2024. "Automated EEG-based language detection using directed quantum pattern technique." Applied Soft Computing. 167 (Part A). https://doi.org/10.1016/j.asoc.2024.112301

Article