School of Sciences
Latest research outputs
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Detection of alcoholic EEG signals based on whole brain connectivity and convolution neural networks
Shen, Mingkan, Wen, Peng, Song, Bo and Li, Yan. 2023. "Detection of alcoholic EEG signals based on whole brain connectivity and convolution neural networks." Biomedical Signal Processing and Control. 79 (Part 2), pp. 1-8. https://doi.org/10.1016/j.bspc.2022.104242Article
Deep Multi-Stage Reference Evapotranspiration Forecasting Model: Multivariate Empirical Mode Decomposition Integrated With the Boruta-Random Forest Algorithm
Jayasinghe, W. J. M. Lakmini Prarthana, Deo, Ravinesh C., Ghahramani, Afshin, Ghimire, Sujan and Raj, Nawin. 2021. "Deep Multi-Stage Reference Evapotranspiration Forecasting Model: Multivariate Empirical Mode Decomposition Integrated With the Boruta-Random Forest Algorithm." IEEE Access. 9, pp. 166695-166708. https://doi.org/10.1109/ACCESS.2021.3135362Article
Satellite monitoring of environmental solar ultraviolet A (UVA) exposure and irradiance: a review of OMI and GOME-2
Parisi, Alfio V., Igoe, Damien, Downs, Nathan J., Turner, Joanna, Amar, Abdurazaq and A Jebar, Mustapha A.. 2021. "Satellite monitoring of environmental solar ultraviolet A (UVA) exposure and irradiance: a review of OMI and GOME-2." Remote Sensing. 13 (4), pp. 1-19. https://doi.org/10.3390/rs13040752Article
Improved trapping and handling of an arboreal, montane mammal: Red Panda Ailurus fulgens
Bister, Damber, Lama, Sonam Tashi, Weerman, Janno, Sherpa, Ang Phuri, Pandey, Purushotam, Thapa, Madhuri Karki, Acharya, Haribhadra, Hudson, Nicholas J., Baxter, Greg S. and Murray, Peter John. 2021. "Improved trapping and handling of an arboreal, montane mammal: Red Panda Ailurus fulgens." Animals. 11 (4). https://doi.org/10.3390/ani11040921Article
Designing Deep-based Learning Flood Forecast Model with ConvLSTM Hybrid Algorithm
Moishin, Mohammed, Deo, Ravinesh C., Prasad, Ramendra, Raj, Nawin and Abdulla, Shahab. 2021. "Designing Deep-based Learning Flood Forecast Model with ConvLSTM Hybrid Algorithm." IEEE Access. 9, pp. 50982-50993. https://doi.org/10.1109/ACCESS.2021.3065939Article
How quoll-ified are northern and spotted-tailed quoll detection dogs?
Jamieson, La Toya J., Hancock, Amanda L., Baxter, Greg S. and Murray, Peter J.. 2021. "How quoll-ified are northern and spotted-tailed quoll detection dogs?" Wildlife Research. 48 (4), pp. 376-384. https://doi.org/10.1071/WR19243Article
Interaction of internal solitary waves with long periodic waves within the rotation modified Benjamin-Ono equation
Grimshaw, R. H. J., Smyth, N. F. and Stepanyants, Y. A.. 2021. "Interaction of internal solitary waves with long periodic waves within the rotation modified Benjamin-Ono equation." Physica D: Nonlinear Phenomena. 419, pp. 1-10. https://doi.org/10.1016/j.physd.2021.132867Article
Trio-based collaborative multi-view graph clustering with multiple constraints
Wang, Ru, Li, Lin, Tao, Xiaohui, Dong, Xiao, Wang, Peipei and Liu, Peiyu. 2021. "Trio-based collaborative multi-view graph clustering with multiple constraints." Information Processing and Management. 58 (3), pp. 1-13. https://doi.org/10.1016/j.ipm.2020.102466Article
Detection of Obsessive-Compulsive Disorder in Australian Children and Adolescents Using Machine Learning Methods
Haque, Umme Maezia, Kabir, Enamul and Khanam, Rasheda. 2022. "Detection of Obsessive-Compulsive Disorder in Australian Children and Adolescents Using Machine Learning Methods." Traina, Agma, Wang, Hua, Zhang, Yong and Siuly, Siuly (ed.) 11th International Conference on Health Information Science (HIS 2022). Biarritz, France 28 - 30 Oct 2022 Switzerland. https://doi.org/10.1007/978-3-031-20627-6_2Paper
Numerical investigation of two models of nonlinear fractional reaction subdiffusion equations
Osman, Sheelan and Langlands, Trevor. 2022. "Numerical investigation of two models of nonlinear fractional reaction subdiffusion equations." Fractional Calculus and Applied Analysis. 25 (6), pp. 2166-2192. https://doi.org/10.1007/s13540-022-00096-2Article
Rules-Based and SVM-Q Methods With Multitapers and Convolution for Sleep EEG Stages Classification
Zapata, Ignacio A., Li, Yan and Wen, Peng. 2022. "Rules-Based and SVM-Q Methods With Multitapers and Convolution for Sleep EEG Stages Classification." IEEE Access. 10, pp. 71299-71310. https://doi.org/10.1109/ACCESS.2022.3188286Article
Multimodality Information Fusion for Automated Machine Translation
Li, Lin, Tayir, Turghun, Han, Yifeng, Tao, Xiaohui and Velasquez, Juan D.. 2023. "Multimodality Information Fusion for Automated Machine Translation." Information Fusion. 91, pp. 352-363. https://doi.org/10.1016/j.inffus.2022.10.018Article
Identifying informative tweets during a pandemic via a topic‑aware neural language model
Gao, Wang, Li, Lin, Tao, Xiaohui, Zhou, Jing and Tao, Jun. 2023. "Identifying informative tweets during a pandemic via a topic‑aware neural language model." World Wide Web. 26 (1), pp. 55-70. https://doi.org/10.1007/s11280-022-01034-1Article
Rapid assessment of mine rehabilitation areas with airborne LiDAR and deep learning: bauxite strip mining in Queensland, Australia
Murray, Xavier, Apan, Armando, Deo, Ravinesh and Maraseni, Tek. 2022. "Rapid assessment of mine rehabilitation areas with airborne LiDAR and deep learning: bauxite strip mining in Queensland, Australia." Geocarto International. 37 (26), pp. 11223-11252. https://doi.org/10.1080/10106049.2022.2048902Article
Machine learning regression and classification methods for fog events prediction
Castillo-Boton, C., Casillas-Perez, D., Casanova-Mateo, C., Ghimire, S., Cerro-Prada, E., Gutierrez, P. A., Deo, R. C. and Salcedo-sanz, S.. 2022. "Machine learning regression and classification methods for fog events prediction." Atmospheric Research. 272, pp. 1-23. https://doi.org/10.1016/j.atmosres.2022.106157Article
Association of infant and child health characteristics with the hazard of any medical condition or disability in Australian children
Ahmad, Kabir, Keramat, Syed Afroz, Sathi, Nusrat Jahan, Kabir, Enamul and Khanam, Rasheda. 2022. "Association of infant and child health characteristics with the hazard of any medical condition or disability in Australian children." Archives of Public Health. 80, pp. 1-11. https://doi.org/10.1186/s13690-022-00913-3Article
An assessment of random forest technique using simulation study: illustration with infant mortality in Bangladesh
Rahman, Atikur, Hossain, Zakir, Kabir, Enamul and Rois, Rumana. 2022. "An assessment of random forest technique using simulation study: illustration with infant mortality in Bangladesh." Health Information Science and Systems. 10 (1), pp. 1-8. https://doi.org/10.1007/s13755-022-00180-0Article
Complex Dynamics of Solitons in Rotating Fluids
Ostrovsky, Lev A. and Stepanyants, Yury A.. 2022. "Complex Dynamics of Solitons in Rotating Fluids." Volchenkov, Dimitri and Machado, J. A. Tenreiro (ed.) Mathematical Methods in Modern Complexity Science. Switzerland. Springer. pp. 63-78Edited book (chapter)
Determinants of children ever born among ever-married women in Bangladesh: evidence from the Demographic and Health Survey 2017–2018
Rahman, Atikur, Hossain, Zakir, Rahman, Mohammad Lutfor and Kabir, Enamul. 2022. "Determinants of children ever born among ever-married women in Bangladesh: evidence from the Demographic and Health Survey 2017–2018." BMJ Open. 12 (6), pp. 1-11. https://doi.org/10.1136/bmjopen-2021-055223Article
An EEG based real-time epilepsy seizure detection approach using discrete wavelet transform and machine learning methods
Shen, Mingkan, Wen, Peng, Song, Bo and Li, Yan. 2022. "An EEG based real-time epilepsy seizure detection approach using discrete wavelet transform and machine learning methods." Biomedical Signal Processing and Control. 77, pp. 1-8. https://doi.org/10.1016/j.bspc.2022.103820Article
Wet season rainfall onset and flash drought: The case of the northern Australian wet season
Lisonbee, Joel, Ribbe, Joachim, Otkin, Jason A. and Pudmenzky, Christa. 2022. "Wet season rainfall onset and flash drought: The case of the northern Australian wet season." International Journal of Climatology. 42 (12), pp. 6499-6514. https://doi.org/10.1002/joc.7609Article
Distribution of Black-breasted Button-quail Turnix melanogaster in the Great Sandy Region, Queensland and associations with vegetation communities
Webster, Patrick T. D., Shimomura, Reisuke, Rush, Emily R., Leung, Luke K.-P. and Murray, Peter J.. 2022. "Distribution of Black-breasted Button-quail Turnix melanogaster in the Great Sandy Region, Queensland and associations with vegetation communities." Emu: austral ornithology. 122 (1), pp. 71-76. https://doi.org/10.1080/01584197.2022.2047733Article
Ecological and Cultural Understanding as a Basis for Management of a Globally Significant Island Landscape
Walker, Kim E., Baldwin, Claudia, Conroy, Gabriel C., Applegate, Grahame, Archer-Lean, Clare, Arthington, Angela H., Behrendorff, Linda, Gilby, Ben L., Hadwen, Wade, Henderson, Christopher J., Jacobsen, Chris, Lamb, David, Lieske, Scott N., Ogbourne, Steven M., Olds, Andrew D., Ota, Liz, Ribbe, Joachim, Sargent, Susan, Schaffer, Vikki, ..., Ellison, Aaron M.. 2022. "Ecological and Cultural Understanding as a Basis for Management of a Globally Significant Island Landscape." Coasts. 2 (3), pp. 152-202. https://doi.org/10.3390/coasts2030009Article
Basin management inspiration from impacts of alternating dry and wet conditions on water production and carbon uptake in Murray-Darling Basin
Lu, Zhixiang, Feng, Qi, Wei, Yongping, Zhao, Yan, Deo, Ravinesh C., Xie, Jiali, Zhou, Sha, Zhu, Meng and Xu, Min. 2022. "Basin management inspiration from impacts of alternating dry and wet conditions on water production and carbon uptake in Murray-Darling Basin." Science of the Total Environment. 851 (Part 2), pp. 1-8. https://doi.org/10.1016/j.scitotenv.2022.158359Article
A hybrid deep learning scheme for multi-channel sleep stage classification
Pei, Wei, Li, Yan, Siuly, Siuly and Wen, Peng. 2022. "A hybrid deep learning scheme for multi-channel sleep stage classification." Computers, Materials and Continua. 71 (1), pp. 889-905. https://doi.org/10.32604/cmc.2022.021830Article
An Eigenvalues-Based Covariance Matrix Bootstrap Model Integrated With Support Vector Machines for Multichannel EEG Signals Analysis
Al-Hadeethi, Hanan, Abdulla, Shahab, Diykh, Mohammed, Deo, Ravinesh C. and Green, Jonathan H.. 2022. "An Eigenvalues-Based Covariance Matrix Bootstrap Model Integrated With Support Vector Machines for Multichannel EEG Signals Analysis." Frontiers in Neuroinformatics. 15, pp. 1-15. https://doi.org/10.3389/fninf.2021.808339Article
Deep boundary‑aware clustering by jointly optimizing unsupervised representation learning
Wang, Ru, Li, Lin, Wang, Peipei, Tao, Xiaohui and Liu, Peiyu. 2022. "Deep boundary‑aware clustering by jointly optimizing unsupervised representation learning." Multimedia Tools and Applications. 81 (24), p. 34309–34324. https://doi.org/10.1007/s11042-021-11597-2Article
Novel large scale brain network models for EEG epileptic pattern generations
Al-Hossenat, Auhood, Song, Bo, Wen, Peng and Li, Yan. 2022. "Novel large scale brain network models for EEG epileptic pattern generations." Expert Systems with Applications. 194. https://doi.org/10.1016/j.eswa.2021.116477Article
The Influence of Interannual and Decadal Indo-Pacific Sea Surface Temperature Variability on Australian Monsoon Rainfall
Heidemann, Hanna, Ribbe, Joachim, Cowan, Tim, Henley, Benjamin J., Pudmenzky, Christa, Stone, Roger and Cobon, David H.. 2022. "The Influence of Interannual and Decadal Indo-Pacific Sea Surface Temperature Variability on Australian Monsoon Rainfall." Journal of Climate. 35 (1), pp. 425-444. https://doi.org/10.1175/JCLI-D-21-0264.1Article
Space use, interaction and recursion in a solitary specialized herbivore: a red panda case study
Bista, Damber, Baxter, Greg S., Hudson, Nicholas J., Lama, Sonam Tashi, Weerman, Janno and Murray, Peter J.. 2022. "Space use, interaction and recursion in a solitary specialized herbivore: a red panda case study." Endangered Species Research. 47, pp. 131-143. https://doi.org/10.3354/esr01171Article
Results and Conclusions of “Five-Year Weight Loss Outcomes in Laparoscopic Vertical Sleeve Gastrectomy (LVSG) Versus Laparoscopic Roux-en-Y Gastric Bypass (LRYGB) Procedures: A Systematic Review and Meta-analysis of Randomized Controlled Trials” Unchanged by Omission of Retracted Ruiz-Tovar et al Article
Osland, Emma J., Yunus, Rossita M., Khan, Shahjahan and Memon, Muhammed A.. 2022. "Results and Conclusions of “Five-Year Weight Loss Outcomes in Laparoscopic Vertical Sleeve Gastrectomy (LVSG) Versus Laparoscopic Roux-en-Y Gastric Bypass (LRYGB) Procedures: A Systematic Review and Meta-analysis of Randomized Controlled Trials” Unchanged by Omission of Retracted Ruiz-Tovar et al Article." Surgical Laparoscopy, Endoscopy and Percutaneous Techniques. 32 (1). https://doi.org/10.1097/SLE.0000000000001017Letter
Mental health services use among adolescent bullying victims in Australia: results from a nationwide survey
Islam, Md Irteja, Yunus, Fakir Md., Salam, Shumona Sharmin, Kabir, Enamul and Khanam, Rasheda. 2022. "Mental health services use among adolescent bullying victims in Australia: results from a nationwide survey." Children and Youth Services Review. 132, pp. 1-11. https://doi.org/10.1016/j.childyouth.2021.106312Article
Classification of catchments for nitrogen using Artificial Neural Network Pattern Recognition and spatial data
O'Sullivan, Cherie M., Ghahramani, Afshin, Deo, Ravinesh C., Pembleton, Keith, Khan, Urooj and Tuteja, Narendra. 2022. "Classification of catchments for nitrogen using Artificial Neural Network Pattern Recognition and spatial data." Science of the Total Environment. 809, pp. 1-15. https://doi.org/10.1016/j.scitotenv.2021.151139Article
A Survey on Credit Card Fraud Detection Techniques in Banking Industry for Cyber Security
Btoush, Eyad, Zhou, Xujuan, Gururajan, Raj, Chan, KC and Tao, XiaoHui. 2021. "A Survey on Credit Card Fraud Detection Techniques in Banking Industry for Cyber Security." 8th IEEE International Conference on Behavioural and Social Computing (BESC 2021). Doha, Qatar 29 - 31 Oct 2021 Doha, Qatar. https://doi.org/10.1109/BESC53957.2021.9635559Paper
Detecting depression using an ensemble classifier based on Quality of Life scales
Tao, Xiaohui, Chi, Oliver, Delaney, Patrick J., Li, Lin and Huang, Jiajin. 2021. "Detecting depression using an ensemble classifier based on Quality of Life scales." Brain Informatics. 8, pp. 1-15. https://doi.org/10.1186/s40708-021-00125-5Article
Understanding the emotional response to COVID-19 information in news and social media: A mental health perspective
Jones, Rosalind, Mougouei, Davoud and Evans, Simon L.. 2021. "Understanding the emotional response to COVID-19 information in news and social media: A mental health perspective." Human Behavior and Emerging Technologies. 3 (5), pp. 832-842. https://doi.org/10.1002/hbe2.304Article
Working conditions and occupational stress among nurses in Bangladesh: a cross-sectional pilot study
Islam, Md Irteja, Alam, Kh Md Watin, Keramat, Syed Afroz, Murshid, Munzur E., Haque, Rezwanul, Kabir, Enamul, Khanam, Rasheda and Khan, Manjurul Haque. 2022. "Working conditions and occupational stress among nurses in Bangladesh: a cross-sectional pilot study." Journal of Public Health: Zeitschrift fuer Gesundheitswissenschaften. 30 (9), pp. 2211-2219. https://doi.org/10.1007/s10389-020-01415-8Article
Modulation Instability of Hydro-Elastic Waves Blown by a Wind with a Uniform Vertical Profile
Boral, Susam, Sahoo, Trilochan and Stepanyants, Yury. 2021. "Modulation Instability of Hydro-Elastic Waves Blown by a Wind with a Uniform Vertical Profile." Fluids. 6 (12), pp. 1-18. https://doi.org/10.3390/fluids6120458Article
Domino effect of climate change over two millennia in ancient China’s Hexi Corridor
Feng, Qi, Yan, Linshan, Deo, Ravinesh C., AghaKouchak, Amir, Adamowski, Jan F., Stone, Roger, Yin, Zhenliang, Liu, Wei, Si, Jianhua, Wen, Xiaohu, Zhu, Meng and Cao, Shixiong. 2019. "Domino effect of climate change over two millennia in ancient China’s Hexi Corridor." Nature Sustainability. 2, pp. 957-961. https://doi.org/10.1038/s41893-019-0397-9Article
Application of Bi-Directional Grid Constrained Stochastic Processes to Algorithmic Trading
Taranto, Aldo and Khan, Shahjahan. 2021. "Application of Bi-Directional Grid Constrained Stochastic Processes to Algorithmic Trading." Journal of Mathematics and Statistics. 17 (1), pp. 22-29. https://doi.org/10.3844/jmssp.2021.22.29Article
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