School of Sciences
Latest research outputs
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New approximations for one-dimensional 3-point and two-dimensional 5-point compact integrated RBF stencils
Mai-Duy, Nam and Strunin, Dmitry. 2021. "New approximations for one-dimensional 3-point and two-dimensional 5-point compact integrated RBF stencils." Engineering Analysis with Boundary Elements. 125, pp. 12-22. https://doi.org/10.1016/j.enganabound.2021.01.001Article
Will current rotational grazing management recommendations suit future intensive pastoral systems
Donaghy, Daniel J., Bryant, Racheal H., Cranston, Lydia M., Egan, Michael, Griffiths, Wendy M., Kay, Jane K., Pembleton, Keith G. and Tozer, Katherine N.. 2021. "Will current rotational grazing management recommendations suit future intensive pastoral systems." Journal of New Zealand Grasslands. 17, pp. 205-222. https://doi.org/10.33584/rps.17.2021.3464Article
Wind speed forecasting in Nepal using self-organizing map-based online sequential extreme learning machine
Sharma, Neelesh and Deo, Ravinesh. 2021. "Wind speed forecasting in Nepal using self-organizing map-based online sequential extreme learning machine." Deo, Ravinesh, Samui, Pijush and Roy, Sanjiban Sekhar (ed.) Predictive Modelling for Energy Management and Power Systems Engineering. Netherlands. Elsevier. pp. 437-484Edited book (chapter)
Support vector machine model for multistep wind speed forecasting
Prasad, Shobna Mohini Mala, Nguyen-Huy, Thong and Deo, Ravinesh. 2021. "Support vector machine model for multistep wind speed forecasting." Deo, Ravinesh, Samui, Pijush and Roy, Sanjiban Sekhar (ed.) Predictive modelling for energy management and power systems engineering. Netherlands. Elsevier. pp. 335-389Edited book (chapter)
Development of data-driven models for wind speed forecasting in Australia
Neupane, Ananta, Raj, Nawin, Deo, Ravinesh and Ali, Mumtaz. 2021. "Development of data-driven models for wind speed forecasting in Australia." Deo, R., Samui, Pijush and Roy, Sanjiban Sekhar (ed.) Predictive modelling for energy management and power systems engineering. Netherlands. Elsevier. pp. 143-190Edited book (chapter)
Graph-based multi-label disease prediction model learning from medical data and domain knowledge
Pham, Thuan, Tao, Xiaohui, Zhang, Ji, Yong, Jianming, Li, Yuefeng and Xie, Haoran. 2022. "Graph-based multi-label disease prediction model learning from medical data and domain knowledge." Knowledge-Based Systems. 235, pp. 1-15. https://doi.org/10.1016/j.knosys.2021.107662Article
Mobile-based learning of drug prescription for medical education using artificial intelligence techniques
Tao, Xiaohui, Goh, Wee Pheng, Zhang, Ji, Yong, Jianming, Goh, Elizabeth Zhixin and Oh, Xueling. 2021. "Mobile-based learning of drug prescription for medical education using artificial intelligence techniques." International Journal of Mobile Learning and Organisation. 15 (4), pp. 392-408. https://doi.org/10.1504/IJMLO.2021.118436Article
Cricothyrotomy Is Faster Than Tracheostomy for Emergency Front-of-Neck Airway Access in Dogs
Croton, Catriona, Hardjo, Sureiyan, Haworth, Mark, Woldeyohannes, Solomon and Purcell, Sarah Leonie. 2021. "Cricothyrotomy Is Faster Than Tracheostomy for Emergency Front-of-Neck Airway Access in Dogs." Frontiers in Veterinary Science. 7, pp. 1-9. https://doi.org/10.3389/fvets.2020.593687Article
Treatment of moderate grade dog bite wounds using amoxicillin–clavulanic acid with and without enrofloxacin: a randomised non‐inferiority trial
Croton, Catriona, Kalnins, Nicole, Haworth, Mark, Gibson, Justine, Stewart, Allison and Purcell, Sarah. 2021. "Treatment of moderate grade dog bite wounds using amoxicillin–clavulanic acid with and without enrofloxacin: a randomised non‐inferiority trial." Australian Veterinary Journal. 99 (9), pp. 369-377. https://doi.org/10.1111/avj.13093Article
Impacts of Effects of Deficit Irrigation Strategy on Water Use Efficiency and Yield in Cotton under Different Irrigation Systems
Shukr, Hanan H., Pembleton, Keith G., Zull, Andrew F. and Cockfield, Geoff J.. 2021. "Impacts of Effects of Deficit Irrigation Strategy on Water Use Efficiency and Yield in Cotton under Different Irrigation Systems." Agronomy. 11 (2), pp. 1-18. https://doi.org/10.3390/agronomy11020231Article
Sowing configuration affects competition and persistence of lucerne (Medicago sativa) in mixed pasture swards
Hayes, Richard C., Newell, Matthew T., Pembleton, Keith G., Peoples, Mark B. and Li, Guangdi D.. 2021. "Sowing configuration affects competition and persistence of lucerne (Medicago sativa) in mixed pasture swards." Crop and Pasture Science. 72 (9), pp. 707-722. https://doi.org/10.1071/CP20270Article
Are wheezing, asthma and eczema in children associated with mother’s health during pregnancy? Evidence from an Australian birth cohort
Ahmad, Kabir, Kabir, Enamul, Ormsby, Gail M. and Khanam, Rasheda. 2021. "Are wheezing, asthma and eczema in children associated with mother’s health during pregnancy? Evidence from an Australian birth cohort." Archives of Public Health. 79 (1), pp. 1-18. https://doi.org/10.1186/s13690-021-00718-wArticle
Effective Tensor Based PCA Machine Learning Techniques for Glaucoma Detection and ASPP – EffUnet Classification
Venkatachalam, K., Bacanin, Nebojsa, Kabir, Enamul and Parbu, P.. 2021. "Effective Tensor Based PCA Machine Learning Techniques for Glaucoma Detection and ASPP – EffUnet Classification ." Siuly, Siuly, Wang, Hua, Chen, Lu, Guo, Yanhui and Xing, Chunxiao (ed.) 10th International Conference on Health Information Science (HIS 2021). Melbourne, Australia 25 - 28 Oct 2021 Switzerland. https://doi.org/10.1007/978-3-030-90885-0_17Paper
Machine learning algorithm for modelling infant mortality in Bangladesh
Rahman, Atikur, Hossain, Zakir, Kabir, Enamul and Rois, Rumana. 2021. "Machine learning algorithm for modelling infant mortality in Bangladesh." Siuly, Siuly, Wang, Hua, Chen, Lu, Guo, Yanhui and Xing, Chunxiao (ed.) 10th International Conference on Health Information Science (HIS 2021). Melbourne, Australia 25 - 28 Oct 2021 Switzerland. https://doi.org/10.1007/978-3-030-90885-0_19Conference or Workshop item
IT investment governance and corporate governance: perspective and approach
Mahalle, Abhishek, Yong, Jianming and Tao, Xiaohui. 2021. "IT investment governance and corporate governance: perspective and approach." 7th International Conference on Behavioural and Social Computing (BESC 2020). Bournemouth, United Kingdom 05 - 07 Nov 2020 Piscataway, NJ, United States. https://doi.org/10.1109/BESC51023.2020.9348312Paper
Guidance law for a surveillance UAV swarm tracking a high capability malicious UAV
Brown, Jason and Raj, Nawin. 2021. "Guidance law for a surveillance UAV swarm tracking a high capability malicious UAV." 2021 IEEE Asia Pacific Conference on Wireless and Mobile (APWiMob 2021). Bandung, Indonesia 08 - 10 Apr 2021 United States. https://doi.org/10.1109/APWiMob51111.2021.9435240Paper
The Impact of Initial Swarm Formation for Tracking of a High Capability Malicious UAV
Brown, Jason and Raj, Nawin. 2021. "The Impact of Initial Swarm Formation for Tracking of a High Capability Malicious UAV." International IOT, Electronics and Mechatronics Conference (IEMTRONICS 2021). Toronto, Canada 21 - 24 Apr 2021 Piscataway, United States. https://doi.org/10.1109/IEMTRONICS52119.2021.9422506Paper
Predictive Tracking of a High Capability Malicious UAV
Brown, Jason and Raj, Nawin. 2021. "Predictive Tracking of a High Capability Malicious UAV." IEEE 11th Annual Computing and Communication Workshop and Conference (CCWC 2021). Las Vegas, United States 27 - 30 Jan 2021 Piscataway, United States. https://doi.org/10.1109/CCWC51732.2021.9376137Paper
Sleep characteristics and stages detection and analysis using electroencephalogram (EEG)
Al-Salman, Wessam Abbas Hamed. 2021. Sleep characteristics and stages detection and analysis using electroencephalogram (EEG). PhD Thesis Doctor of Philosophy. University of Southern Queensland.PhD Thesis
Identification and prevalence of a gammaherpesvirus in free-ranging northern brown bandicoots (Isoodon macrourus)
Langhorne, Charlotte, Sullivan, Jennifer, Hoy, Julia, Kopp, Steven, Murray, Peter and McMichael, Lee. 2021. "Identification and prevalence of a gammaherpesvirus in free-ranging northern brown bandicoots (Isoodon macrourus)." Journal of Wildlife Disease. 57 (4), pp. 912-916. https://doi.org/10.7589/JWD-D-20-00166Article
Application of deep learning models for automated identification of Parkinson’s disease: a review (2011–2021)
Loh, Hui Wen, Hong, Wanrong, Ooi, Chui Ping, Chakraborty, Subrata, Barua, Prabal Datta, Deo, Ravinesh C., Soar, Jeffrey, Palmer, Elizabeth E. and Acharya, U. Rajendra. 2021. "Application of deep learning models for automated identification of Parkinson’s disease: a review (2011–2021)." Sensors. 21, pp. 1-27. https://doi.org/10.3390/s21217034Article
Artificial intelligence models for suspended river sediment prediction: state-of-the art, modeling framework appraisal, and proposed future research directions
Tao, Hai, Al-Khafaji, Zainab S., Qi, Chongchong, Zounemat-Kermani, Mohammad, Kisi, Ozgur, Tiyasha, Tiyasha, Chau, Kwok-Wing, Nourani, Vahid, Melesse, Assefa M., Elhakeem, Mohamed, Farooque, Aitazaz Ahsan, Nejadhashemi, A. Pouyan, Khedher, Khaled Mohamed, Alawi, Omer A., Deo, Ravinesh C., Shahid, Shamsuddin, Singh, Vijay P. and Yaseen, Zaher Mundher. 2021. "Artificial intelligence models for suspended river sediment prediction: state-of-the art, modeling framework appraisal, and proposed future research directions." Engineering Applications of Computational Fluid Mechanics. 15 (1), pp. 1585-1612. https://doi.org/10.1080/19942060.2021.1984992Article
A hybrid approach for COVID-19 detection using biogeography-based optimization and deep learning
Venkatachalam, K., Siuly, Siuly, Kumar, M. Vinoth, Lalwani, Praveen, Mishra, Manas and Kabir, Enamul. 2021. "A hybrid approach for COVID-19 detection using biogeography-based optimization and deep learning." Computers, Materials and Continua. 70 (2), pp. 3717-3732. https://doi.org/10.32604/cmc.2022.018487Article
Special issue on “Artificial Intelligence in Health Informatics”
Siuly, Siuly, Aickelin, Uwe, Kabir, Enamul, Huang, Zhisheng and Zhang, Yanchun. 2021. "Special issue on “Artificial Intelligence in Health Informatics”." Health Information Science and Systems. 9 (1), pp. 1-4. https://doi.org/10.1007/s13755-021-00155-7Editorial
Survey of Deep Representation Learning for Speech Emotion Recognition
Latif, Siddique, Rana, Rajib, Khalifa, Sara, Jurdak, Raja, Qadir, Junaid and Schuller, Bjorn. 2021. "Survey of Deep Representation Learning for Speech Emotion Recognition." IEEE Transactions on Affective Computing. 14 (2), pp. 1634-1654. https://doi.org/10.1109/TAFFC.2021.3114365Article
Estimating income-related and area-based inequalities in mental health among nationally representative adolescents in Australia: the concentration index approach
Islam, Md Irteja, Ormsby, Gail M., Kabir, Enamul and Khanam, Rasheda. 2021. "Estimating income-related and area-based inequalities in mental health among nationally representative adolescents in Australia: the concentration index approach." PLoS One. 16 (9), pp. 1-14. https://doi.org/10.1371/journal.pone.0257573Article
Maternal health and health-related behaviours and their associations with child health: evidence from an Australian birth cohort
Ahmad, Kabir, Kabir, Enamul, Keramat, Sayed Afroz and Khanam, Rasheda. 2021. "Maternal health and health-related behaviours and their associations with child health: evidence from an Australian birth cohort." PLoS One. 16 (9), pp. 1-18. https://doi.org/10.1371/journal.pone.0257188Article
Do livestock injure and kill koalas? Insights from wildlife hospital and rescue group admissions and an online survey of livestock–koala conflicts
Jiang, Alex, Tribe, Andrew, Phillips, Clive and Murray, Peter John. 2021. "Do livestock injure and kill koalas? Insights from wildlife hospital and rescue group admissions and an online survey of livestock–koala conflicts." Animals. 11 (9), pp. 1-17. https://doi.org/10.3390/ani11092684Article
First record of Bengal Tiger, Panthera tigris tigris Linnaeus, 1758 (Felidae), in eastern Nepal
Bista, Damber, Tashi Lama, Sonam, Shrestha, Janam, Rumba, Yam Bahadur, Weerman, Janno, Thapa, Maghuri Karki, Acharya, Haribhadra, Sherpa, Ang Phuri, Hudson, Nicholas J., Baxter, Greg S. and Murray, Peter John. 2021. "First record of Bengal Tiger, Panthera tigris tigris Linnaeus, 1758 (Felidae), in eastern Nepal." Check List. 17 (5), pp. 1249-1253. https://doi.org/10.15560/17.5.1249Article
A census of eddies in the tropical eastern boundary of the Indian Ocean
Azis Ismail, M. F., Ribbe, J., Arifin, T., Taofiqurohman, A. and Anggoro, D.. 2021. "A census of eddies in the tropical eastern boundary of the Indian Ocean." Journal of Geophysical Research: Oceans. 126 (6). https://doi.org/10.1029/2021JC017204Article
Making sense of flash drought: definitions, indicators, and where we go from here
Lisonbee, Joel, Woloszyn, Molly and Skumanich, Marina. 2021. "Making sense of flash drought: definitions, indicators, and where we go from here." Journal of Applied and Service Climatology. 2021 (1), pp. 1-19. https://doi.org/10.46275/JOASC.2021.02.001Article
Habitat influence on activity patterns of brush-tailed rock-wallabies in Queensland
Botma, Kiarra-Lea, Shapland, Felicity, Hoy, Julia M., Pritchard, Tanya and Murray, Peter J.. 2021. "Habitat influence on activity patterns of brush-tailed rock-wallabies in Queensland." Australian Journal of Zoology. 68 (3), pp. 136-144. https://doi.org/10.1071/ZO20090Article
Haematology and serum biochemistry results for anaesthetised northern brown bandicoots (Isoodon macrourus) in south east Queensland
Langhorne, Charlotte, McMichael, Lee, Hoy, Julia, Kopp, Stephen and Murray, Peter. 2021. "Haematology and serum biochemistry results for anaesthetised northern brown bandicoots (Isoodon macrourus) in south east Queensland." Australian Veterinary Journal. 99 (9), pp. 408-411. https://doi.org/10.1111/avj.13098Article
A Review of the State of the Art in Privacy and Security in the eHealth Cloud
Sahi, Aqeel, Lai, David and Li, Yan. 2021. "A Review of the State of the Art in Privacy and Security in the eHealth Cloud." IEEE Access. 9, pp. 104127-104141. https://doi.org/10.1109/ACCESS.2021.3098708Article
Hydrodynamic models of astrophysical wormholes: the general concept
Churilov, Semyon and Stepanyants, Yury. 2021. "Hydrodynamic models of astrophysical wormholes: the general concept." Physics of Fluids. 33 (7), pp. 1-23. https://doi.org/10.1063/5.0056877Article
Analysis and evaluation of Braille to Text conversion methods
Shokat, Sana, Riaz, Rabia, Rizvi, Sanam Shahla, Khan, Khalil, Riaz, Farina and Kwon, Se Jin. 2020. "Analysis and evaluation of Braille to Text conversion methods." Mobile Information Systems. 2020, pp. 1-14. https://doi.org/10.1155/2020/3461651Article
A novel spectral entropy-based index for assessing the depth of anaesthesia
Ra, Jee Sook, Li, Tianning and Li, Yan. 2021. "A novel spectral entropy-based index for assessing the depth of anaesthesia." Brain Informatics. 8 (1). https://doi.org/10.1186/s40708-021-00130-8Article
Detection of k-complexes in EEG signals using a multi-domain feature extraction coupled with a least square support vector machine classifier
Al-Salman, Wessam, Li, Yan and Wen, Peng. 2021. "Detection of k-complexes in EEG signals using a multi-domain feature extraction coupled with a least square support vector machine classifier." Neuroscience Research. 172, pp. 26-40. https://doi.org/10.1016/j.neures.2021.03.012Article
Transformation of envelope solitons on a bottom step
Ducrozet, Guillaume, Slunyaev, Alexey and Stepanyants, Yury. 2021. "Transformation of envelope solitons on a bottom step." Physics of Fluids. 33. https://doi.org/10.1063/5.0054806Article
Evaluation of multivariate adaptive regression splines and artificial neural network for prediction of mean sea level trend around northern Australian coastlines
Raj, Nawin and Gharineiat, zahra. 2021. "Evaluation of multivariate adaptive regression splines and artificial neural network for prediction of mean sea level trend around northern Australian coastlines." Mathematics. 9 (21), pp. 1-20. https://doi.org/10.3390/math9212696Article
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