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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Exploring the prevalence of depression, anxiety, and stress among university students in Bangladesh and their determinants
Kamruzzaman, Md., Hossain, Ahammad, Islam, Md. Aminul, Ahmed, Md. Shakil, Kabir, Enamul and Khan, Md. Nuruzzaman. 2024. "Exploring the prevalence of depression, anxiety, and stress among university students in Bangladesh and their determinants." Clinical Epidemiology and Global Health. 28. https://doi.org/10.1016/j.cegh.2024.101677Article
Transfer learning with spinally shared layers
Kabir, H.M. Dipu, Mondal, Subrota Kumar, Alam, Syed Bahauddin and Acharya, U. Rajendra. 2024. "Transfer learning with spinally shared layers." Applied Soft Computing. 163, pp. -. https://doi.org/10.1016/j.asoc.2024.111908Article
Optimal Treatment Strategies for Critical Patients with Deep Reinforcement Learning
Job, Simi, Tao, Xiaohui, Li, Lin, Xie, Haoran, Cai, Taotao, Yong, Jianming and Li, Qing. 2024. "Optimal Treatment Strategies for Critical Patients with Deep Reinforcement Learning ." ACM Transactions on Intelligent Systems and Technology. 15 (2), pp. 1-22. https://doi.org/10.1145/3643856Article
Mental health in children conceived by Assisted Reproductive Technologies (ARTs): Insights from a longitudinal study of Australian children
Islam, Md. Irteja, Chaffey, Oscar A., Chadwick, Verity and Martiniuk, Alexandra. 2024. "Mental health in children conceived by Assisted Reproductive Technologies (ARTs): Insights from a longitudinal study of Australian children." PLoS One. 19 (6). https://doi.org/10.1371/journal.pone.0304213Article
A systematic review on automatic identification of insomnia
Ingle, Manisha, Sharma, Manish, Kumar, Kamlesh, Kumar, Prince, Bhurane, Ankit, Elphick, Heather, Joshi, Deepak and Acharya, U Rajendra. 2024. "A systematic review on automatic identification of insomnia." Physiological Measurement. 45 (3). https://doi.org/10.1088/1361-6579/ad2059Article
Semantics and Geography Aware Hierarchical Learning for Sequential Crime Prediction
Hu, Kaixi, Li, Lin, Tao, Xiaohui and Zhang, Jianwei. 2024. "Semantics and Geography Aware Hierarchical Learning for Sequential Crime Prediction." IEEE Signal Processing Letters. 31, pp. 1234-1238. https://doi.org/10.1109/LSP.2024.3393863Article
The TESS-Keck Survey. XIX. A Warm Transiting Sub-Saturn-mass Planet and a Nontransiting Saturn-mass Planet Orbiting a Solar Analog
Hill, Michelle L., Kane, Stephen R., Dalba, Paul A., MacDougall, Mason, Fetherolf, Tara, Li, Zhexing, Pidhorodetska, Daria, Batalha, Natalie M, Crossfield, Ian J. M., Dressing, Courtney, Fulton, Benjamin, Howard, Andrew W., Huber, Daniel, Isaacson, Howard, Petigura, Erik A., Robertson, Paul, Weiss, Lauren M., Behmard, Aida, Beard, Corey, ..., Winn, Joshua N.. 2024. "The TESS-Keck Survey. XIX. A Warm Transiting Sub-Saturn-mass Planet and a Nontransiting Saturn-mass Planet Orbiting a Solar Analog." The Astronomical Journal. 167 (4). https://doi.org/10.3847/1538-3881/ad2765Article
Automatic identification of hypertension and assessment of its secondary effects using artificial intelligence: A systematic review (2013–2023)
Gudigar, Anjan, Kadri, Nahrizul Adib, Raghavendra, U., Samanth, Jyothi, Maithri, M., Inamdar, Mahesh Anil, Prabhu, Mukund A., Hegde, Ajay, Salvi, Massimo, Yeong, Chai Hong, Barua, Prabal Datta, Molinari, Filippo and Acharya, U. Rajendra. 2024. "Automatic identification of hypertension and assessment of its secondary effects using artificial intelligence: A systematic review (2013–2023)." Computers in Biology and Medicine. 172. https://doi.org/10.1016/j.compbiomed.2024.108207Article
Point-based and probabilistic electricity demand prediction with a Neural Facebook Prophet and Kernel Density Estimation model
Ghimire, Sujan, Deo, Ravinesh C., Pourmousavi, S. Ali, Casillas-Perez, David and Salcedo-sanz, Sancho. 2024. "Point-based and probabilistic electricity demand prediction with a Neural Facebook Prophet and Kernel Density Estimation model." Engineering Applications of Artificial Intelligence. 135. https://doi.org/10.1016/j.engappai.2024.108702Article
An accurate hypertension detection model based on a new odd-even pattern using ballistocardiograph signals
Dogan, Sengul, Barua, Prabal Datta, Tuncer, Turker and Acharya, U. Rajendra. 2024. "An accurate hypertension detection model based on a new odd-even pattern using ballistocardiograph signals." Engineering Applications of Artificial Intelligence. 133 (Part D). https://doi.org/10.1016/j.engappai.2024.108306Article
Gliese 12 b, a temperate Earth-sized planet at 12 parsecs discovered with TESS and CHEOPS
Dholakia, Shishir, Palethorpe, Larissa, Venner, Alexander, Mortier, Annelies, Wilson, Thomas G., Huang, Chelsea X., Rice, Ken, Van Eylen, Vincent, Nabbie, Emma, Cloutier, Ryan, Boschin, Walter, Ciardi, David, Delrez, Laetitia, Dransfield, Georgina, Ducrot, Elsa, Essack, Zahra, Everett, Mark E., Gillon, Michael, Hooton, Matthew J., ..., Wright, Duncan. 2024. "Gliese 12 b, a temperate Earth-sized planet at 12 parsecs discovered with TESS and CHEOPS." Monthly Notices of the Royal Astronomical Society. 531 (1), pp. 1276-1293. https://doi.org/10.1093/mnras/stae1152Article
The TESS-Keck Survey. XVIII. A Sub-Neptune and Spurious Long-period Signal in the TOI-1751 System
Desai, Anmol, Turtelboom, Emma V., Harada, Caleb K., Dressing, Courtney D., Rice, David R., Akana Murphy, Joseph M., Brinkman, Casey L., Chontos, Ashley, Crossfield, Ian J. M., Dai, Fei, Hill, Michelle L., Fetherolf, Tara, Giacalone, Steven, Howard, Andrew W., Huber, Daniel, Isaacson, Howard, Kane, Stephen R., Lubin, Jack, MacDougall, Mason G., ..., Winn, Joshua N.. 2024. "The TESS-Keck Survey. XVIII. A Sub-Neptune and Spurious Long-period Signal in the TOI-1751 System." The Astronomical Journal. 167 (5). https://doi.org/10.3847/1538-3881/ad29eeArticle
A Hybrid Deep Spatiotemporal Attention-Based Model for Parkinson's Disease Diagnosis Using Resting State EEG Signals
Delfan, Niloufar, Shahsavari, Mohammadreza, Hussain, Sadiq, Damaševičius, Robertas and Acharya, U. Rajendra. 2024. "A Hybrid Deep Spatiotemporal Attention-Based Model for Parkinson's Disease Diagnosis Using Resting State EEG Signals." International Journal of Imaging Systems and Technology. 34 (4). https://doi.org/10.1002/ima.23120Article
End-to-end learning of adaptive coded modulation schemes for resilient wireless communications
Davey, Christopher P., Shakeel, Ismail, Deo, Ravinesh C., Sharma, Ekta, Salcedo-sanz, Sancho and Soar, Jeffrey. 2024. "End-to-end learning of adaptive coded modulation schemes for resilient wireless communications." Applied Soft Computing. 159. https://doi.org/10.1016/j.asoc.2024.111672Article
Deep Learning Based Over-the-Air Training of Wireless Communication Systems without Feedback
Davey, Christopher P., Shakeel, Ismail, Deo, Ravinesh C. and Salcedo-sanz, Sancho. 2024. "Deep Learning Based Over-the-Air Training of Wireless Communication Systems without Feedback." Sensors. 24 (10). https://doi.org/10.3390/s24102993Article
CDAM-Net: Channel shuffle dual attention based multi-scale CNN for efficient glaucoma detection using fundus images
Das, Dipankar, Nayak, Deepak Ranjan, Bhandary, Sulatha V. and Acharya, U. Rajendra. 2024. "CDAM-Net: Channel shuffle dual attention based multi-scale CNN for efficient glaucoma detection using fundus images." Engineering Applications of Artificial Intelligence. 133 (Part E). https://doi.org/10.1016/j.engappai.2024.108454Article
Trio of super-Earth candidates orbiting K-dwarf HD 48948: a new habitable zone candidate
Dalal, S., Rescigno, F., Cretignier, M., John, A. Anna, Majidi, F. Z., Malavolta, L., Mortier, A., Pinamonti, M., Buchhave, L. A., Haywood, R. D., Sozzetti, A., Dumusque, X., Lienhard, F., Rice, K., Vanderburg, A., Lakeland, B., Bonomo, A. S., Collier Cameron, A., Damasso, M., ..., Wilson, T. G.. 2024. "Trio of super-Earth candidates orbiting K-dwarf HD 48948: a new habitable zone candidate." Monthly Notices of the Royal Astronomical Society. 531 (4), pp. 4464-4481. https://doi.org/10.1093/mnras/stae1367Article
Leveraging text mining and analytic hierarchy process for the automatic evaluation of online courses
Chen, Xieling, Xie, Haoran, Tao, Xiaohui, Wang, Fu Lee and Cao, Jie. 2024. "Leveraging text mining and analytic hierarchy process for the automatic evaluation of online courses." International Journal of Machine Learning and Cybernetics. 15 (11), pp. 4973-4998. https://doi.org/10.1007/s13042-024-02203-6Article
Artificial intelligence and multimodal data fusion for smart healthcare: topic modeling and bibliometrics
Chen, Xieling, Xie, Haoran, Tao, Xiaohui, Wang, Fu Lee, Leng, Mingming and Lei, Baiying. 2024. "Artificial intelligence and multimodal data fusion for smart healthcare: topic modeling and bibliometrics." Artificial Intelligence Review. 57 (4). https://doi.org/10.1007/s10462-024-10712-7Article
A topic modeling-based bibliometric exploration of automatic summarization research
Chen, Xieling, Xie, Haoran, Tao, Xiaohui, Xu, Lingling, Wang, Jingjing, Dai, Hong-Ning and Wang, Fu Lee. 2024. "A topic modeling-based bibliometric exploration of automatic summarization research." WIREs Data Mining and Knowledge Discovery. 14 (5). https://doi.org/10.1002/widm.1540Article
Automated asthma detection in a 1326-subject cohort using a one-dimensional attractive-and-repulsive center-symmetric local binary pattern technique with cough sounds
Barua, Prabal Datta, Keles, Tugce, Kuluozturk, Mutlu, Kobat, Mehmet Ali, Dogan, Sengul, Baygin, Mehmet, Tuncer, Turker, Tan, Ru-San and Acharya, U. Rajendr. 2024. "Automated asthma detection in a 1326-subject cohort using a one-dimensional attractive-and-repulsive center-symmetric local binary pattern technique with cough sounds." Neural Computing and Applications. 36 (27), pp. 16857-16871. https://doi.org/10.1007/s00521-024-09895-5Article
Developing an EEG-Based Emotion Recognition Using Ensemble Deep Learning Methods and Fusion of Brain Effective Connectivity Maps
Bagherzadeh, Sara, Shalbaf, Ahmad, Shoeibi, Afshin, Jafari, Mahboobeh, Tan, Ru-San and Acharya, U. Rajendra. 2024. "Developing an EEG-Based Emotion Recognition Using Ensemble Deep Learning Methods and Fusion of Brain Effective Connectivity Maps." IEEE Access. 12, pp. 50949-50965. https://doi.org/10.1109/ACCESS.2024.3384303Article
CAROTIDNet: A Novel Carotid Symptomatic/Asymptomatic Plaque Detection System Using CNN-Based Tangent Optimization Algorithm in B-Mode Ultrasound Images
Ali, Tanweer, Pathan, Sameena, Salvi, Massimo, Meiburger, Kristen M., Molinari, Filippo and Acharya, U. Rajendra. 2024. "CAROTIDNet: A Novel Carotid Symptomatic/Asymptomatic Plaque Detection System Using CNN-Based Tangent Optimization Algorithm in B-Mode Ultrasound Images." IEEE Access. 12, pp. 73970-73979. https://doi.org/10.1109/ACCESS.2024.3404023Article
Automated reading level classification model based on improved orbital pattern
Abed, Rusul Qasim, Dikmen, Melih, Aydemir, Emrah, Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker, Palmer, Elizabeth Emma, Ciaccio, Edward J. and Acharya, U. Rajendra. 2024. "Automated reading level classification model based on improved orbital pattern." Multimedia Tools and Applications. 83 (17), pp. 52819-52840. https://doi.org/10.1007/s11042-023-17535-8Article
Integrating rainfall index-based insurance with optimal crop management strategies can reduce financial risks for Australian dryland cotton farmers
Nguyen-Huy, Thong, Kath, Jarrod, Kouadio, Louis, King, Rachel, Mushtaq, Shahbaz and Barratt, Jonathan. 2024. "Integrating rainfall index-based insurance with optimal crop management strategies can reduce financial risks for Australian dryland cotton farmers." Sustainable Futures. 8. https://doi.org/10.1016/j.sftr.2024.100249Article
EXVul: Toward Effective and Explainable Vulnerability Detection for IoT Devices
Cao, Sicong, Sun, Xiaobing, Liu, Wei, Wu, Di, Zhang, Jiale, Li, Yan, Luan, Tom H. and Gao, Longxiang. 2024. "EXVul: Toward Effective and Explainable Vulnerability Detection for IoT Devices ." IEEE Internet of Things Journal. 11 (12), pp. 22385-22398. https://doi.org/10.1109/JIOT.2024.3381641Article
Robust equivalent circuit model parameters identification scheme for State of Charge (SOC) estimation based on maximum correntropy criterion
Zhang, Kexin, Zhao, Xuezhuan, Chen, Yu, Wu, Di, Cai, Taotao, Wang, Yi, Li, Lingling and Zhang, Ji. 2024. "Robust equivalent circuit model parameters identification scheme for State of Charge (SOC) estimation based on maximum correntropy criterion." International Journal of Electrochemical Science. 19 (5). https://doi.org/10.1016/j.ijoes.2024.100558Article
A playground shade index for standardising ultraviolet protection assessments of open, mixed and protected outdoor recreational spaces
Downs, Nathan, Butler, Harry, Dexter, Benjamin, Raj, Nawin, Downs, Melanie, Turner, Joanna, Dekeyser, Stijn, Deo, Ravinesh, Vanos, Jennifer, Igoe, Damien and Parisi, Alfio V. 2024. "A playground shade index for standardising ultraviolet protection assessments of open, mixed and protected outdoor recreational spaces." 6th International conference UV and Skin Cancer Prevention. Brisbane, Australia 11 - 15 Sep 2024 Australia.Poster
Long wave propagation in canals with spatially varying cross-sections and currents
Churilov, Semyon and Stepanyants, Yury. 2024. "Long wave propagation in canals with spatially varying cross-sections and currents." Nonlinear and Modern Mathematical Physics (NMMP 2022). Tallahassee, United States 17 - 19 Jun 2022 United States. Springer. pp. 19-79 https://doi.org/10.1007/978-3-031-59539-4_2Paper
Localized wave structures: Solitons and beyond
Ostrovsky, L., Pelinovsky, E., Shrira, V. and Stepanyants, Y.. 2024. "Localized wave structures: Solitons and beyond." Chaos: an interdisciplinary journal of nonlinear science. 34. https://doi.org/10.1063/5.0210903Article
Doomed Worlds. I. No New Evidence for Orbital Decay in a Long-term Survey of 43 Ultrahot Jupiters
Adams, Elisabeth R., Jackson, Brian, Sickafoose, Amanda A., Morgenthaler, Jeffrey P., Worters, Hannah, Stubbers, Hailey, Carson, Dallon, Bhure, Sakhee, Dekeyser, Stijn, Huang, Chelsea and Weinberg, Nevin N.. 2024. "Doomed Worlds. I. No New Evidence for Orbital Decay in a Long-term Survey of 43 Ultrahot Jupiters ." The Planetary Science Journal. 5 (7). https://doi.org/10.3847/PSJ/ad3e80Article
UV albedo and reflectance: is it possible to predict erythemal reflectance from solar visible reflectance with respect to the type of material?
Turner, Joanna, Parisi, Alfio V, Amar, Abdurazaq and Downs, Nathan. 2024. "UV albedo and reflectance: is it possible to predict erythemal reflectance from solar visible reflectance with respect to the type of material?" 6th International conference UV and Skin Cancer Prevention. Brisbane, Australia 11 - 15 Sep 2024 Australia.Presentation
A legacy of more than two decades of UV radiation measurement studies at the University of Southern Queensland
Amar, Abdurazaq, Parisi, Alfio, Downs, Nathan, Turner, Joanna, Igoe, Damien, Butler, Harry and Dekeyser, Stijn. 2024. "A legacy of more than two decades of UV radiation measurement studies at the University of Southern Queensland." 6th International conference UV and Skin Cancer Prevention. Brisbane, Australia 11 - 15 Sep 2024 Australia.Poster
Comprehensive analysis of little leaf disease incidence and resistance in eggplant
Muthusamy, Muthusamy, Yogiraj, Gawande Priya, Elaiyabharath, Thiyagarajan, Jesu, Bonipas Antony John, Johnson, Iruthayasamy, Jaffer, Shajith Basha, Dhanabalan, Shanmuga Priya, Boopathi, Narayanan Manikanda, Marimuthu, Subbaiyan, Shobeiri Nejad, Hamid, Adorada, Dante L. and Periyannan, Sambasivam. 2024. "Comprehensive analysis of little leaf disease incidence and resistance in eggplant." BMC Plant Biology. 24, p. 576. https://doi.org/10.1186/s12870-024-05257-4Article
Making sense of student feedback and engagement using artificial intelligence
Dann, Christopher, Redmond, Petrea, Fanshawe, Melissa, Brown, Alice, Getenet, Seyum, Shaik, Thanveer, Tao, Xiaohui, Galligan, Linda and Li, Yan. 2024. "Making sense of student feedback and engagement using artificial intelligence." Australasian Journal of Educational Technology. 40 (3). https://doi.org/10.14742/ajet.8903Article
Multi-Step-Ahead Wind Speed Forecast System: Hybrid Multivariate Decomposition and Feature Selection-Based Gated Additive Tree Ensemble Model
Joseph, Lionel P., Deo, Ravinesh C., Casillas-Perez, David, Prasad, Ramendra, Raj, Nawin and Salcedo-sanz, Sancho. 2024. "Multi-Step-Ahead Wind Speed Forecast System: Hybrid Multivariate Decomposition and Feature Selection-Based Gated Additive Tree Ensemble Model." IEEE Access. 12, pp. 58750-58777. https://doi.org/10.1109/ACCESS.2024.3392899Article
Deep Learning-Assisted Sensitive 3C-SiC Sensor for Long-Term Monitoring of Physical Respiration
Tran, Thi Lap, Nguyen, Duy Van, Nguyen, Hung, Nguyen, Thi Phuoc Van, Song, Pingan, Deo, Ravinesh C, Moloney, Clint, Dao, Viet Dung, Nguyen, Nam-Trung and Dinh, Toan. 2024. "Deep Learning-Assisted Sensitive 3C-SiC Sensor for Long-Term Monitoring of Physical Respiration." Advanced Sensor Research. 3 (8). https://doi.org/10.1002/adsr.202300159Article
Copula-Probabilistic Flood Risk Analysis with an Hourly Flood Monitoring Index
Chand, Ravinesh, Nguyen-Huy, Thong, Deo, Ravinesh C., Ghimire, Sujan, Ali, Mumtaz and Ghahramani, Afshin. 2024. "Copula-Probabilistic Flood Risk Analysis with an Hourly Flood Monitoring Index." Water. 16 (11). https://doi.org/10.3390/w16111560Article
From conceptualization to practice: enhancing economic resilience at the local government level in Australia
Singh-Peterson, Lila, Kassulke, Anna and Raj, Nawin. 2024. "From conceptualization to practice: enhancing economic resilience at the local government level in Australia." Journal of Environmental Policy and Planning. 26 (3), pp. 295-310. https://doi.org/10.1080/1523908X.2024.2334709Article
Challenges of using tibia bone ash and toe ash as biomarkers of phosphorus nutrition for meat chickens
Li, X., Zou, Z., Zhang, Z.W., Zhang, D., Huang, K.H. and Bryden, W.L.. 2024. "Challenges of using tibia bone ash and toe ash as biomarkers of phosphorus nutrition for meat chickens." Journal of Applied Animal Nutrition. 12 (1), pp. 40-54. https://doi.org/10.1163/2049257X-20231004Article
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