School of Sciences
Latest research outputs
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Deep learning hybrid model with Boruta-Random forest optimiser algorithm for streamflow forecasting with climate mode indices, rainfall, and periodicity
Ahmed, A. A. Masrur, Deo, Ravinesh C., Feng, Qi, Ghahramani, Afshin, Raj, Nawin, Yin, Zhenliang and Yang, Linshan. 2021. "Deep learning hybrid model with Boruta-Random forest optimiser algorithm for streamflow forecasting with climate mode indices, rainfall, and periodicity." Journal of Hydrology. 599, pp. 1-23. https://doi.org/10.1016/j.jhydrol.2021.126350Article
Different mycorrhizal fungal communities differentially affect plant phenolic-based resistance to insect herbivory
Frew, Adam and Wilson, Bree A. L.. 2021. "Different mycorrhizal fungal communities differentially affect plant phenolic-based resistance to insect herbivory." Rhizosphere. 19, pp. 1-4. https://doi.org/10.1016/j.rhisph.2021.100365Article
Modeling soil temperature using air temperature features in diverse climatic conditions with complementary machine learning models
Bayatvarkeshi, Maryam, Bhagat, Suraj Kumar, Mohammadi, Kourosh, Kisi, Ozgur, Farahani, M., Hasani, A., Deo, Ravinesh and Yaseen, Zaher Mundher. 2021. "Modeling soil temperature using air temperature features in diverse climatic conditions with complementary machine learning models." Computers and Electronics in Agriculture. 185. https://doi.org/10.1016/j.compag.2021.106158Article
An EEMD-BiLSTM algorithm integrated with Boruta random forest optimiser for significant wave height forecasting along coastal areas of Queensland, Australia
Raj, Nawin and Brown, Jason. 2021. "An EEMD-BiLSTM algorithm integrated with Boruta random forest optimiser for significant wave height forecasting along coastal areas of Queensland, Australia." Remote Sensing. 13 (8), pp. 1-20. https://doi.org/10.3390/rs13081456Article
Developing new techniques to improve licence plate detection systems for complicated and low quality vehicle images
Al-Shemarry, Meeras Salman Juwad. 2020. "Developing new techniques to improve licence plate detection systems for complicated and low quality vehicle images." IEEE Intelligent Informatics Bulletin. 20 (1), pp. 42-44.Article
Stakeholder security analysis - a new approach to security design with example application
Hadaad, Nabeel Mahdy Hadaad. 2020. Stakeholder security analysis - a new approach to security design with example application. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/05r4-0365PhD Thesis
Development and evaluation of data-driven models for electricity demand forecasting in Queensland, Australia
Kumie, Tobias. 2020. Development and evaluation of data-driven models for electricity demand forecasting in Queensland, Australia. Masters Thesis Master of Science (Research). University of Southern Queensland. https://doi.org/10.26192/tr73-nb90Masters Thesis
Development of the Mata Hari Judas Queen (Felis catus)
Murray, Peter J., Rogie, Melanie, Fraser, Natalie, Hoy, Julia and Kempster, Samantha. 2020. "Development of the Mata Hari Judas Queen (Felis catus)." Animals. 10 (10), pp. 1-14. https://doi.org/10.3390/ani10101843Article
Where are the platypuses (Ornithorhynchus anatinus) now? A snapshot in time of their distribution in the Greater Brisbane region
Brunt, Tamielle, Cecil, Matt, Griffiths, Josh, Adams-Hosking, Christine and Murray, Peter. 2021. "Where are the platypuses (Ornithorhynchus anatinus) now? A snapshot in time of their distribution in the Greater Brisbane region." Australian Mammalogy. 43, pp. 368-372. https://doi.org/10.1071/AM20052Article
User authentication into electronic health record based on reliable lightweight algorithms
Al-Zubaidie, Mishall, Zhang, Zhongwei and Zhang, Ji. 2021. "User authentication into electronic health record based on reliable lightweight algorithms." Cruz-Cunha, Maria Manuela and Mateus-Coelho, Nuno Ricardo (ed.) Handbook of research on cyber crime and information privacy. United States. IGI Global. pp. 700-738Edited book (chapter)
Development of deep learning predictive models for short-term solar radiation forecasting: case study in Vietnam
Huynh, Anh Ngoc Lan. 2020. Development of deep learning predictive models for short-term solar radiation forecasting: case study in Vietnam. Masters Thesis Master of Science (Research). University of Southern Queensland. https://doi.org/10.26192/gx6d-tc14Masters Thesis
High-fidelity audio generation and representation learning with guided adversarial autoencoder
Haque, Kazi Nazmul, Rana, Rajib and Schuller, Bjorn W.. 2020. "High-fidelity audio generation and representation learning with guided adversarial autoencoder." IEEE Access. 8, pp. 223509-223528. https://doi.org/10.1109/ACCESS.2020.3040797Article
Smoker’s characteristics, general health and their perception of smoking in the social environment: a study of smokers in Rajshahi City, Bangladesh
Kamruzzaman, Md., Hossain, Ahammad and Kabir, Enamul. 2021. "Smoker’s characteristics, general health and their perception of smoking in the social environment: a study of smokers in Rajshahi City, Bangladesh." Journal of Public Health. https://doi.org/10.1007/s10389-020-01413-wArticle
Locally differentially private distributed algorithms for set intersection and union [Letter]
Xue, Qiao, Zhu, Youwen, Wang, Jian, Li, Xingxin and Zhang, Ji. 2020. "Locally differentially private distributed algorithms for set intersection and union [Letter]." Science China Information Sciences. https://doi.org/10.1007/s11432-018-9899-8Article
Proof Learning in PVS with Utility Pattern Mining
Nawaz, M. Saqib, Fournier-Viger, Philippe and Zhang, Ji. 2020. "Proof Learning in PVS with Utility Pattern Mining." IEEE Access. 8, pp. 119806-119818. https://doi.org/10.1109/ACCESS.2020.3004199Article
Deep interest shifting network with meta embeddings for fresh item recommendation
Li, Zhao, Wang, Haobo, Ding, Donghui, Hu, Shichang, Zhang, Zhen, Liu, Weiwei, Gao, Jianliang, Zhang, Zhiqiang and Zhang, Ji. 2020. "Deep interest shifting network with meta embeddings for fresh item recommendation." Complexity. https://doi.org/10.1155/2020/8828087Article
Global research on artificial intelligence-enhanced human electroencephalogram analysis
Chen, Xieling, Tao, Xiaohui, Wang, Fu Lee and Xie, Haoran. 2022. "Global research on artificial intelligence-enhanced human electroencephalogram analysis." Neural Computing and Applications. 34 (14), pp. 11295-11333. https://doi.org/10.1007/s00521-020-05588-xArticle
Incorporating security into electronic health records based healthcare systems with wireless sensor networks
Al-Zubaidie, Mishall Hammed Awaad. 2020. Incorporating security into electronic health records based healthcare systems with wireless sensor networks. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/e7re-as86PhD Thesis
Measuring association between two categorical variables: revisiting risk ratio and odds ratio
Khan, Shahjahan and Memon, Muhammad Ashraf. 2020. "Measuring association between two categorical variables: revisiting risk ratio and odds ratio." International Journal of Statistical Sciences. 20 (2), pp. 153-170.Article
Mapping rice area and yield in northeastern asia by incorporating a crop model with dense vegetation index profiles from a geostationary satellite
Yeom, Jong-Min, Jeong, Seungtaek, Deo, Ravinesh C. and Ko, Jonghan. 2021. "Mapping rice area and yield in northeastern asia by incorporating a crop model with dense vegetation index profiles from a geostationary satellite." GIScience and Remote Sensing. https://doi.org/10.1080/15481603.2020.1853352Article
Impacts of exclusion fencing on target and non‐target fauna: a global review
Smith, Deane, King, Rachel and Allen, Benjamin L.. 2020. "Impacts of exclusion fencing on target and non‐target fauna: a global review." Biological Reviews. 95 (6), pp. 1590-1906. https://doi.org/10.1111/brv.12631Article
Numeracy in paramedicine education: a literature review
Bell, Andrew, Galligan, Linda and Latham, John. 2020. "Numeracy in paramedicine education: a literature review." ALM International Journal. 15 (1).Article
Deep Air Quality Forecasts: Suspended Particulate Matter Modeling With Convolutional Neural and Long Short-Term Memory Networks
Sharma, Ekta, Deo, Ravinesh C., Prasad, Ramendra, Parisi, Alfio and Raj, Nawin. 2020. "Deep Air Quality Forecasts: Suspended Particulate Matter Modeling With Convolutional Neural and Long Short-Term Memory Networks." IEEE Access. 8, pp. 209503-209516. https://doi.org/10.1109/ACCESS.2020.3039002Article
A New Deep Convolutional Neural Network Model for Automated Breast Cancer Detection
Zhou, Xujuan, Li, Yuefeng, Gururajan, Raj, Bargshady, Ghazal, Tao, Xiaohui, Venkataraman, Revathi, Barua, Prabal D. and Kondalsamy-Chennakesavan, Srinivas. 2020. "A New Deep Convolutional Neural Network Model for Automated Breast Cancer Detection." 7th International Conference on Behavioural and Social Computing (BESC 2020). Bournemouth, United Kingdom 05 - 07 Nov 2020 United Kingdom. https://doi.org/10.1109/BESC51023.2020.9348322Paper
A Densely Connected Encoder Stack Approach for Multi-type Legal Machine Reading Comprehension
Nai, Peiran, Li, Lin and Tao, Xiaohui. 2020. "A Densely Connected Encoder Stack Approach for Multi-type Legal Machine Reading Comprehension." Huang, Zhisheng, Beek, Wouter, Wang, Hua, Zhou, Rui and Zhang, Yanchun (ed.) 21st International Conference on Web Information Systems Engineering (WISE 2020). Amsterdam, The Netherlands 20 - 24 Oct 2020 Cham, Switzerland. https://doi.org/10.1007/978-3-030-62008-0_12Paper
Systematics and enzymatic activity of Foliar ascomycetes (Fungi) on Lepidozamia peroffskyana and Macrozamia lucida in Eastern Australia
Bartrop, Lachlan D.. 2021. Systematics and enzymatic activity of Foliar ascomycetes (Fungi) on Lepidozamia peroffskyana and Macrozamia lucida in Eastern Australia. Masters Thesis Master of Science (Research). University of Southern Queensland. https://doi.org/10.26192/q73ywMasters Thesis
Developing a better understanding of the Australian monsoon and wet season onset climatology
Lisonbee, Joel Raphael. 2021. Developing a better understanding of the Australian monsoon and wet season onset climatology. PhD by Publication Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/q73yvPhD by Publication
Spectrum sharing for wireless communication subject to regulatory constraints on power
Alhasnawi, Mohammad Kaisb Layous. 2020. Spectrum sharing for wireless communication subject to regulatory constraints on power. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/fax9-n428PhD Thesis
Developing reservoir evaporation predictive model for successful dam management
Allawi, Mohammed Falah, Ahmed, Mohammed Lateef, Aidan, Ibraheem Abdallah, Deo, Ravinesh C. and El-Shafie, Ahmed. 2021. "Developing reservoir evaporation predictive model for successful dam management." Stochastic Environmental Research and Risk Assessment. 35 (2), pp. 499-514. https://doi.org/10.1007/s00477-020-01918-6Article
An Efficient Scheme to Secure Data Provenance in Home Area Networks
Tang, Zhaohui and Keoh, Sye Loong. 2020. "An Efficient Scheme to Secure Data Provenance in Home Area Networks." IEEE 3rd 5G World Forum (5GWF 2020). Bangalore, India 10 - 12 Sep 2020 United States. https://doi.org/10.1109/5GWF49715.2020.9221402Paper
Mathematical Modelling for Optimally Allocating the Medical and Health Supplies Reserve in Hainan Province
Hu, Xiao-hua, Bayanmunkh, Bolormaa and Zhang, Zhong-wei. 2020. "Mathematical Modelling for Optimally Allocating the Medical and Health Supplies Reserve in Hainan Province." Chinese Journal of Engineering Mathematics. 37 (3), pp. 335-346. https://doi.org/10.3969/j.issn.1005-3085.2020.03.008Article
Waves on a compressed floating ice plate caused by motion of a dipole in water
Stepanyants, Yury and Sturova, Izolda V.. 2020. "Waves on a compressed floating ice plate caused by motion of a dipole in water." Journal of Fluid Mechanics. 907, pp. A7-1. https://doi.org/10.1017/jfm.2020.764Article
Statistics poster competitions: an opportunity to connect academics and teachers
Dunn, Peter K., Richardson, Alice, Prodromou, Theodosia and Axelsen, Taryn. 2020. "Statistics poster competitions: an opportunity to connect academics and teachers." Statistics Education Research Journal. 19 (1).Article
Parametric Space for Elastic Waves in Porous Media with Complex Rheology
Ali, Adham A. and Strunin, Dmitry V.. 2020. "Parametric Space for Elastic Waves in Porous Media with Complex Rheology." International Journal of Mechanical Engineering and Robotics Research. 9 (6), pp. 825-829. https://doi.org/10.18178/ijmerr.9.6.825-829Article
Numerical solution of a highly nonlinear and non-integrable equation using integrated radial basis function network method
Bhanot, Rajeev P., Strunin, Dmitry V. and Ngo-Cong, Duc. 2020. "Numerical solution of a highly nonlinear and non-integrable equation using integrated radial basis function network method." Chaos: an interdisciplinary journal of nonlinear science. 30 (8). https://doi.org/10.1063/5.0009215Article
Classification of alcoholic EEG signals using a deep learning method
Farsi, Leila, Siuly, Siuly, Kabir, Enamul and Wang, Hua. 2020. "Classification of alcoholic EEG signals using a deep learning method." IEEE Sensors Journal. 21 (3), pp. 3552 - 3560. https://doi.org/10.1109/JSEN.2020.3026830Article
Feedback modelling of the impacts of drought: A case study in coffee production systems in Viet Nam
Pham, Yen, Reardon-Smith, Kathryn, Mushtaq, Shahbaz and Deo, Ravinesh C.. 2020. "Feedback modelling of the impacts of drought: A case study in coffee production systems in Viet Nam." Climate Risk Management. 30, pp. 1-17. https://doi.org/10.1016/j.crm.2020.100255Article
Developing Learning-Based Preprocessing Methods for Detecting Complicated Vehicle Licence Plates
Al-Shemarry, Meeras Salman and Li, Yan. 2020. "Developing Learning-Based Preprocessing Methods for Detecting Complicated Vehicle Licence Plates." IEEE Access. 8, pp. 170951-170966. https://doi.org/10.1109/ACCESS.2020.3024625Article
Forecasting long-term precipitation for water resource management: a new multi-step data-intelligent modelling approach
Ali, Mumtaz, Deo, Ravinesh C., Xiang, Yong, Li, Ya and Yaseen, Zaher Mundher. 2020. "Forecasting long-term precipitation for water resource management: a new multi-step data-intelligent modelling approach." Hydrological Sciences Journal. 65 (16), pp. 2693-2708. https://doi.org/10.1080/02626667.2020.1808219Article
Rheology and decay rate for Frenkel-Biot P1 waves in porous media with gas bubbles
Strunin, Dmitry V. and Ali, Adham A.. 2019. "Rheology and decay rate for Frenkel-Biot P1 waves in porous media with gas bubbles." International Journal of Mechanics. 13, pp. 156-163.Article
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