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
3875 results found
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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
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
Green synthesis of a P/N/B-containing aggregate for boosting fire-retardancy of PA6/aluminum diethylphosphinate composites
Lu, Yixia, Chu, Tao, Huo, Siqi, Huang, Guobo, Xu, Zhiguang, Feng, Jiabing, Xie, Hongyan, Jafari, Pooya, Wang, Hao and Song, Pingan. 2024. "Green synthesis of a P/N/B-containing aggregate for boosting fire-retardancy of PA6/aluminum diethylphosphinate composites." Polymer Degradation and Stability. 229. https://doi.org/10.1016/j.polymdegradstab.2024.110949Article
Trends and global power of research on physical activity, depression, and anxiety in adolescents and young adults: Science mapping the literature
Balloo, Kieran, Delaney, Patrick, Hosein, Anesa and Liza, Farhana Ferdousi. 2024. "Trends and global power of research on physical activity, depression, and anxiety in adolescents and young adults: Science mapping the literature." International Journal of Adolescence and Youth. 29 (1). https://doi.org/10.1080/02673843.2024.2375356Article
The application of ammonium polyphosphate in unsaturated polyester resins: A mini review
Chu, Tao, Lu, Yixia, Hou, Boyou, Jafari, Pooya, Zhou, Zhezhe, Peng, Hong, Huo, Siqi and Song, Pingan. 2024. "The application of ammonium polyphosphate in unsaturated polyester resins: A mini review." Polymer Degradation and Stability. 225. https://doi.org/10.1016/j.polymdegradstab.2024.110796Article
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
Forecasting River Water Temperature Using Explainable Artificial Intelligence and Hybrid Machine Learning: Case Studies in Menindee Region in Australia
Briceno Medina (Student), L., Joehnk, K., Deo, R., Ali, M., Prasad, S.S. and Downs, N.. 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/https://doi.org/10.3390/w16243720Article
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
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/https://doi.org/10.3390/s24237710Article
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
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
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
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
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. 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. 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
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. 2024. "Ultraviolet radiation thin film dosimetry: A review of properties and applications." Photochemistry and Photobiology. https://doi.org/10.1111/php.14022Article
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
Multi-view Few-shot Reasoning for Emerging Entities in Knowledge Graphs
Yan, Cheng, Zhao, Feng, Tao, Xiaohui and Zhu, Xiaofeng. 2024. "Multi-view Few-shot Reasoning for Emerging Entities in Knowledge Graphs." IEEE Transactions on Big Data. https://doi.org/10.1109/TBDATA.2024.3453749Article
Medicine's New Rhythm: Harnessing Acoustic Sensing via the Internet of Audio Things for Healthcare
Pervez, Farrukh, Shoukat, Moazzam, Suresh, Varsha, Farooq, Muhammad Umar Bin, Sandhu, Moid, Qayyum, Adnan, Usama, Muhammad, Girardi, Adnan, Latif, Siddique and Qadir, Junaid. 2024. "Medicine's New Rhythm: Harnessing Acoustic Sensing via the Internet of Audio Things for Healthcare." IEEE Open Journal of the Computer Society. 5, pp. 491-510. https://doi.org/10.1109/OJCS.2024.3462812Article
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. 2024. "A Survey on Truth Discovery: Concepts, Methods, Applications, and Opportunities." IEEE Transactions on Big Data. https://doi.org/10.1109/TBDATA.2024.3423677Article
ECS-STPM: An Efficient Model for Tunnel Fire Anomaly Detection
Song, Huansheng, Wen, Ya, Song, Xiangyu, Sun, ShiJie, Cai, Taotao and Li, Jianxin. 2024. "ECS-STPM: An Efficient Model for Tunnel Fire Anomaly Detection." 7th International Joint Conference on Asia-Pacific Web and Web-Age Information Management (APWeb-WAIM 2023). Wuhan, China 06 - 08 Oct 2023 Singapore . Springer. https://doi.org/10.1007/978-981-97-2421-5_19Conference or Workshop item
MDCGA-Net: Multi-Scale Direction Context-Aware Network with Global Attention for Building Extraction from Remote Sensing Images
Niu, Penghui, Gu, Junhua, Zhang, Yajuan, Zhang, Ping, Cai, Taotao, Xu, Wenjia and Han, Jungong. 2024. "MDCGA-Net: Multi-Scale Direction Context-Aware Network with Global Attention for Building Extraction from Remote Sensing Images." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 17, pp. 8461-8476. https://doi.org/10.1109/JSTARS.2024.3387969Article
YOLO-SA: An Efficient Object Detection Model Based on Self-attention Mechanism
Li, Ang, Song, Xiangyu, Sun, ShiJie, Zhang, Zhaoyang, Cai, Taotao and Song, Huansheng. 2024. "YOLO-SA: An Efficient Object Detection Model Based on Self-attention Mechanism." 7th International Joint Conference on Asia-Pacific Web and Web-Age Information Management (APWeb-WAIM 2023). Wuhan, China 06 - 08 Oct 2023 Singapore. Springer. https://doi.org/10.1007/978-981-97-2421-5_1Paper
A customised vision transformer for accurate detection and classification of Java Plum leaf disease
Bhowmik, Auvick Chandra, Ahad, Md. Taimur, Emon, Yousuf Rayhan, Ahmed, Faruk, Song, Bo and Li, Yan. 2024. "A customised vision transformer for accurate detection and classification of Java Plum leaf disease ." Smart Agricultural Technology . 8. https://doi.org/10.1016/j.atech.2024.100500Article
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