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
3950 results found
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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.2024.3477420Article
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.2024.112301Article
A Novel Hybrid Model for Automatic Non-Small Cell Lung Cancer Classification Using Histopathological Images
Katar, Oguzhan, Yildirim, Ozal, Tan, Ru-San and Acharya, U Rajendra. 2024. "A Novel Hybrid Model for Automatic Non-Small Cell Lung Cancer Classification Using Histopathological Images." Diagnostics. 14 (22). https://doi.org/10.3390/diagnostics14222497Article
Variability and stellar pulsation incidence in Am and Fm stars using TESS and Gaia data
Dürfeldt-Pedros, O., Antoci, V., Smalley, B., Murphy, S., Posilek, N. and Niemczura, E.. 2024. "Variability and stellar pulsation incidence in Am and Fm stars using TESS and Gaia data." Astronomy and Astrophysics: a European journal. 690. https://doi.org/10.1051/0004-6361/202349076Article
Thriving Beyond Adversity: A Prospective Longitudinal Cohort Study Using a Strength-Based Approach Depicts Indigenous Adolescents with Less Adverse Childhood Experiences (ACEs) Had Fewer Neurodevelopmental Disorders (NDDs)
Islam, Md Irteja, Lam, Bernadette Yan Yue, Esgin, Tuguy and Martiniuk, Alexandra. 2024. "Thriving Beyond Adversity: A Prospective Longitudinal Cohort Study Using a Strength-Based Approach Depicts Indigenous Adolescents with Less Adverse Childhood Experiences (ACEs) Had Fewer Neurodevelopmental Disorders (NDDs)." Behavioral Sciences. 14 (11). https://doi.org/10.3390/bs14111047Article
Synthetic Data Generation via Generative Adversarial Networks in Healthcare: A Systematic Review of Image- and Signal-Based Studies
Akpinar, Muhammed Halil, Sengur, Abdulkadir, Salvi, Massimo, Seoni, Silvia, Faust, Oliver, Mir, Hasan, Molinari,Filippo and Acharya, U. Rajendra. 2024. "Synthetic Data Generation via Generative Adversarial Networks in Healthcare: A Systematic Review of Image- and Signal-Based Studies." IEEE Open Journal of Engineering in Medicine and Biology. 6, pp. 183-192. https://doi.org/10.1109/OJEMB.2024.3508472Article
Spontaneous symmetry breaking and vortices in a tri-core nonlinear fractional waveguide
dos Santos, Mateus C.P., Cardoso, Wesley B., Strunin, Dmitry V. and Malomed, Boris A.. 2024. "Spontaneous symmetry breaking and vortices in a tri-core nonlinear fractional waveguide." Physica D: Nonlinear Phenomena. 470 (Part A). https://doi.org/10.1016/j.physd.2024.134412Article
RECOMED: A comprehensive pharmaceutical recommendation system
Zomorodi, Mariam, Ghodsollahee, Ismail, Martin, Jennifer H, Talley, Nicholas J, Salari, Vahid, Pławiak, Paweł, Rahimi, Kazem and Acharya, U.R.. 2024. "RECOMED: A comprehensive pharmaceutical recommendation system." Artificial Intelligence in Medicine. 157. https://doi.org/10.1016/j.artmed.2024.102981Article
Artificial intelligence in assessing cardiovascular diseases and risk factors via retinal fundus images: A review of the last decade
Abdollahi, Mirsaeed, Jafarizadeh, Ali, Ghafouri-Asbagh, Amirhosein, Sobhi, Navid, Pourmoghtader, Keysan, Pedrammehr, Siamak, Asadi, Houshyar, Tan, Ru-San, Alizadehsani, Roohallah and Acharya, U. Rajendra. 2024. "Artificial intelligence in assessing cardiovascular diseases and risk factors via retinal fundus images: A review of the last decade." WIREs Data Mining and Knowledge Discovery. 14 (6). https://doi.org/10.1002/widm.1560Article
The Sydney Radio Star Catalogue: Properties of radio stars at megahertz to gigahertz frequencies
Driessen, Laura Nicole, Pritchard, Joshua, Murphy, Tara, Heald, George, Robrade, Jan, Das, Barnali, Duchesne, Stefan William, Kaplan, David L., Lenc, Emil, Lynch, Christene R., Mitchell-Bolton, Jackson, Pope, Benjamin J.S., Rose, Kovi, Stelzer, Beate, Wang, Yuanming and Zic, Andrew. 2024. "The Sydney Radio Star Catalogue: Properties of radio stars at megahertz to gigahertz frequencies." Publications of the Astronomical Society of Australia. 41. https://doi.org/10.1017/pasa.2024.72Article
Confirming the Tidal Tails of the Young Open Cluster Blanco 1 with TESS Rotation Periods
Sha, Lizhou, Vanderburg, Andrew M., Bouma, Luke G. and Huang, Chelsea X.. 2024. "Confirming the Tidal Tails of the Young Open Cluster Blanco 1 with TESS Rotation Periods." The Astrophysical Journal: an international review of astronomy and astronomical physics. 977 (1). https://doi.org/10.3847/1538-4357/ad89a7Article
Maximizing influence via link prediction in evolving networks
Zhang, Kexin, Li, Mo, Teng, Shuang, Li, Lingling, Wang, Yi, Zhao, Xuezhuan, Di, Jinhong and Zhang, Ji. 2024. "Maximizing influence via link prediction in evolving networks." Array. 24. https://doi.org/10.1016/j.array.2024.100366Article
Radio signatures of star–planet interactions, exoplanets and space weather
Callingham, J. R., Pope, B. J. S., Kavanagh, R. D., Bellotti, S., Daley-Yates, S., Damasso, M., Grießmeier, J.-M., Gudel, M., Gunther, M., Kao, M. M., Klein, B., Mahadevan, S., Morin, J., Nichols, J. D., Osten, R. A., Pérez-Torres, M., Pineda, J. S., Rigney, Jeremy, Saur, J., ..., Zarka, P.. 2024. "Radio signatures of star–planet interactions, exoplanets and space weather." Nature Astronomy. 8 (11), pp. 1359-1372. https://doi.org/10.1038/s41550-024-02405-6Article
New Zealand's contribution to international science: the role of the University of Canterbury's Rolleston research station
Baggaley, Jack and Orchiston, Wayne. 2024. "New Zealand's contribution to international science: the role of the University of Canterbury's Rolleston research station ." Journal of Astronomical History and Heritage. 27 (3), pp. 579-594. https://doi.org/10.3724/SP.J.1440-2807.2024.03.09Article
The history of early low frequency radio astronomy in Australia. 11: The shain cross at fleurs field station near Sydney
Wendt, Harry and Orchiston, Wayne. 2024. "The history of early low frequency radio astronomy in Australia. 11: The shain cross at fleurs field station near Sydney." Journal of Astronomical History and Heritage. 27 (3), pp. 635-654. https://doi.org/10.3724/SP.J.1440-2807.2024.03.12Article
The history of early low frequency radio astronomy in Australia. 12: reber, higgins and the mooted all-sky survey with the shain cross
Wendt, Harry, George, Martin and Orchiston, Wayne. 2024. "The history of early low frequency radio astronomy in Australia. 12: reber, higgins and the mooted all-sky survey with the shain cross." Journal of Astronomical History and Heritage. 27 (3), pp. 655-673. https://doi.org/10.3724/SP.J.1440-2807.2024.03.13Article
Early prediction of sudden cardiac death using multimodal fusion of ECG Features extracted from Hilbert–Huang and wavelet transforms with explainable vision transformer and CNN models
Telangore, Hardik, Azad, Victor, Sharma, Manish, Bhurane, Ankit, Tan, Ru San and Acharya, U. Rajendra. 2024. "Early prediction of sudden cardiac death using multimodal fusion of ECG Features extracted from Hilbert–Huang and wavelet transforms with explainable vision transformer and CNN models." Computer Methods and Programs in Biomedicine. 257. https://doi.org/10.1016/j.cmpb.2024.108455Article
A Pragmatic Approach to Fetal Monitoring via Cardiotocography Using Feature Elimination and Hyperparameter Optimization
Hardalac, Firat, Akmal, Haad, Ayturan, Kubilay, Acharya, U. Rajendra and Tan, Ru-San. 2024. "A Pragmatic Approach to Fetal Monitoring via Cardiotocography Using Feature Elimination and Hyperparameter Optimization." Interdisciplinary Sciences: Computational Life Sciences. 16 (4), pp. 882-906. https://doi.org/10.1007/s12539-024-00647-6Article
The K2 and TESS Synergy. III. Search and Rescue of the Lost Ephemeris for K2's First Planet
Thygesen, Erica, Rodriguez, Joseph E., de Beurs, Zoë L., Vanderburg, Andrew, Livingston, John H., Irwin, Jonathon, Venner, Alexander, Cretignier, Michael, Collins, Karen A., Bieryla, Allyson, Charbonneau, David, Crossfield, Ian J. M., Dumusque, Xavier, Kielkopf, John, Latham, David W. and Werner, Michael. 2024. "The K2 and TESS Synergy. III. Search and Rescue of the Lost Ephemeris for K2's First Planet." The Astronomical Journal. 168 (4). https://doi.org/10.3847/1538-3881/ad60bfArticle
Symmetry restoration in collisions of solitons in fractional couplers
Strunin, Dmitry V., Malomed, Boris A. and McKeiver, Joshua L.. 2024. "Symmetry restoration in collisions of solitons in fractional couplers." Australia and New Zealand Industrial and Applied Mathematics (ANZIAM) Journal. https://doi.org/10.1017/S1446181124000245Article
Automated System for the Detection of Heart Anomalies Using Phonocardiograms: A Systematic Review
Gudigar, Anjan, Raghavendra, U., Maithri, M., Samanth, Jyothi, Inamdar, Mahesh Anil, Vidhya, V., Vicnesh, Jahmunah, Prabhu, Mukund A., Tan, Ru-San, Yeong, Chai Hong, Molinari, Filippo and Acharya, U. R.. 2024. "Automated System for the Detection of Heart Anomalies Using Phonocardiograms: A Systematic Review." IEEE Access. 12, pp. 138399-138428. https://doi.org/10.1109/ACCESS.2024.3465511Article
Federated Transformer Hawkes Processes for Distributed Event Sequence Prediction
Wang, Xinyu, Qiang, Feng, Ma, Li, Zhang, Peng, Yang, Hong Yang, Li, Zhao and Zhang, Ji. 2024. "Federated Transformer Hawkes Processes for Distributed Event Sequence Prediction." 2024 International Joint Conference on Neural Networks (IJCNN). Yokohama, Japan 30 Jun - 05 Jul 2024 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/IJCNN60899.2024.10651498Paper
A Multi-Plane Decoupled Convolutional Network for EEG-Based Auditory Attention Detection
Huang, Wei, Mei, Jiahao, Wei, Shicheng and Wang, Huabin. 2024. "A Multi-Plane Decoupled Convolutional Network for EEG-Based Auditory Attention Detection." 2024 9th International Conference on Signal and Image Processing (ICSIP). Nanjing, China 12 - 14 Jul 2024 China. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/ICSIP61881.2024.10671502Paper
The Polarimetric Performance of HARPS3 and Its Impact on the Terra Hunting Experiment Scheduling
Dorval, Patrick, Politopoulos, Ioannis, Nicholson, Belinda, Horst, Rik ter, Jentink, Casper Farret, Klein, Baptiste, Kragt, Jan, Mortier, Annelies, Navarro, Ramón, Naylor, Tim, Peterzon, Jan Rinze, Piskunov, Nikolai, Rescigno, Federica and Thompson, Samantha. 2024. "The Polarimetric Performance of HARPS3 and Its Impact on the Terra Hunting Experiment Scheduling." SPIE Astronomical Telescopes + Instrumentation 2024. Yokohama, Japan 16 - 21 Jun 202 United States. SPIE. https://doi.org/10.1117/12.3018722Poster
Differentiable modelling and data analysis for the JWST Aperture Masking Interferometer
Desdoigts, Louis, Pope, Benjamin and Tuthill, Peter. 2024. "Differentiable modelling and data analysis for the JWST Aperture Masking Interferometer." SPIE Astronomical Telescopes + Instrumentation 2024. Yokohama, Japan 16 - 21 Jun 202 United States. SPIE. https://doi.org/10.1117/12.3020303Paper
Multi-objective and Randomly Distributed Fuzzy Logic-Based Unequal Clustering in Heterogeneous Wireless Sensor Networks
Adnan, Mohd, Ahmad, Tazeem, Rafi, Saima, Abdullah and Vurity, Anudeep. 2024. "Multi-objective and Randomly Distributed Fuzzy Logic-Based Unequal Clustering in Heterogeneous Wireless Sensor Networks." 16th International Conference on Computational Collective Intelligence (ICCCI 2024). Leipzig, Germany 09 - 11 Sep 2024 Switzerland . Springer. https://doi.org/10.1007/978-3-031-70816-9_26Paper
Spreading across the continent: the Astronomical Society of Australia 1966-2023
Lomb, Nick and Stevenson, Toner. 2024. "Spreading across the continent: the Astronomical Society of Australia 1966-2023." Historical Records of Australian Science. https://doi.org/10.1071/HR24020Article
Realistic Uncertainties for Fundamental Properties of Asteroseismic Red Giants and the Interplay between Mixing Length, Metallicity, and vmax
Li, Yaguang, Bedding, Timothy R., Huber, Daniel, Stello, Dennis, van Saders, Jennifer, Zhou, Yixiao, Crawford, Courtney L., Joyce, Meridith, Li, Tanda, Murphy, Simon J. and Sreenivas, K. R.. 2024. "Realistic Uncertainties for Fundamental Properties of Asteroseismic Red Giants and the Interplay between Mixing Length, Metallicity, and vmax." The Astrophysical Journal: an international review of astronomy and astronomical physics. 974 (1). https://doi.org/10.3847/1538-4357/ad6c3eArticle
Obituary: Suzanne Virginie Cébarbat (1928-2024)
Lequeux, James and Orchiston, Wayne. 2024. "Obituary: Suzanne Virginie Cébarbat (1928-2024)." Journal of Astronomical History and Heritage. 27 (3), pp. 695-696. https://doi.org/10.3724/SP.J.1440-2807.2024.03.18Article
Correction to: Trio of super-Earth candidates orbiting K-dwarf HD 48948: a new habitable zone candidate
Dalal, S., Rescigno, F., Cretignier, M., John, A.A., Majidi, F.Z., Malavolta, L., Mortier, A., Pinamonti, M., Buchhave, L. A., Haywood, R., Sozzetti, A., Dumusque, X., Lienhard, F., Rice, K., Vanderburg, A., Lakeland, B., Bonomo, A. S., Collier Cameron, A., Damasso, M., ..., Wilson, T. G.. 2024. "Correction to: Trio of super-Earth candidates orbiting K-dwarf HD 48948: a new habitable zone candidate." Monthly Notices of the Royal Astronomical Society. 534 (3), pp. 2410-2411. https://doi.org/10.1093/mnras/stae2228Notes or commentaries
Blockchain for recommender systems
Abduljabbar, Tamara Abdulmunim. 2024. Blockchain for recommender systems. PhD by Publication Doctor of Philosophy . University of Southern Queensland. https://doi.org/10.26192/zqz04PhD by Publication
Movie recommendation and classification system using block chain
Abduljabbar, Tamara, Tao, Xiaohui, Zhang, Ji, Yong, Jianming and Zhou, Xujuan. 2024. "Movie recommendation and classification system using block chain ." Web Intelligence. 22 (4), pp. 659-680. https://doi.org/10.3233/WEB-230346Article
An investigation into householders' motivation to prepare for cyclones in Oman
Naabi, Yahya Al. 2024. An investigation into householders' motivation to prepare for cyclones in Oman. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/zqy8zPhD Thesis
Forecasting River Water Temperature Using Explainable Artificial Intelligence and Hybrid Machine Learning: Case Studies in Menindee Region in Australia
Briceno Medina, Leyde, Joehnk, Klaus, Deo, Ravinesh C., Ali, Mumtaz, Prasad, Salvin S. and Downs, Nathan. 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/10.3390/w16243720Article
Domain Adapting Deep Reinforcement Learning for Real-world Speech Emotion Recognition
Rajapakshe, Thejan, Rana, Rajib, Khalifa, Sara and Schuller, Björn W.. 2024. "Domain Adapting Deep Reinforcement Learning for Real-world Speech Emotion Recognition." IEEE Access. 12, pp. 193101-193114. https://doi.org/10.1109/ACCESS.2024.3519761Article
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
Optimising Concrete Crack Detection: A Study of Transfer Learning with Application on Nvidia Jetson Nano
Nguyen, C. Long, Nguyen, Andy, Brown, Jason, Byrne, Terry, Ngo, Binh Thanh and Luong, Chieu Xuan. 2024. "Optimising Concrete Crack Detection: A Study of Transfer Learning with Application on Nvidia Jetson Nano ." Sensors. 24 (23). https://doi.org/10.3390/s24237818Article
Dual-Phase Neural Networks for Feature Extraction and Ensemble Learning for Recognizing Human Health Activities
Dhar, Joy, Rana, Kapil, Goyal, Puneet, Alavi, Azadeh, Rana, Rajib, Vo, Bao Quoc, Mishr, Sudeepta and Mistry, Sajib. 2024. "Dual-Phase Neural Networks for Feature Extraction and Ensemble Learning for Recognizing Human Health Activities." Applied Soft Computing. 169. https://doi.org/10.1016/j.asoc.2024.112550Article
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/10.3390/s24237710Article
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