School of Mathematics, Physics and Computing
| Type | Department/Institute |
|---|---|
| Faculty/Department | Academic Affairs |
| Head | Prof Xiaohui Tao |
| Director of Research | Dr Nawin Raj |
| Prof Xiaohui Tao |
Latest research outputs
3764 results found
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Hierarchical neural topic modeling with manifold regularization
Chen, Ziye, Ding, Cheng, Rao, Yanghui, Xie, Haoran, Tao, Xiaohui, Cheng, Gary and Wang, Fu Lee. 2021. "Hierarchical neural topic modeling with manifold regularization." World Wide Web. 24 (6), pp. 2139-2160. https://doi.org/10.1007/s11280-021-00963-7Article
Physical activity and mental well-being under COVID-19 lockdown: a cross-sectional multination study
Karageorghis, Costas I., Bird, Jonathan M., Hutchinson, Jasmin C., Hamer, Mark, Delevoye-Turrell, Yvonne N., Guerin, Segolene M. R., Mullin, Elizabeth M., Mellano, Kathleen T., Parsons-Smith, Renee L., Terry, Victoria R. and Terry, Peter C.. 2021. "Physical activity and mental well-being under COVID-19 lockdown: a cross-sectional multination study." BMC Public Health. 21 (1), pp. 1-13. https://doi.org/10.1186/s12889-021-10931-5Article
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
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
Identification of Microchip Implantation Events for Dogs and Cats in the VetCompass Australia Database
Croton, Catriona, McGreevy, Paul, Masters, Sophie, Richards, Leonie, Soares Magalhaes, Ricardo, Peaston, Anne, Combs, Martin, Irwin, Peter, Lloyd, Janice, Wylie, Claire and Wilson, Bethany. 2019. "Identification of Microchip Implantation Events for Dogs and Cats in the VetCompass Australia Database." Animals. 9 (7), pp. 1-10. https://doi.org/10.3390/ani9070423Article
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
Clustering of asthma and related comorbidities and their association with maternal health during pregnancy: evidence from an Australian birth cohort
Ahmad, Kabir, Kabir, Enamul, Ormsby, Gail M. and Khanam, Rasheda. 2021. "Clustering of asthma and related comorbidities and their association with maternal health during pregnancy: evidence from an Australian birth cohort." BMC Public Health. 21 (1), pp. 1-13. https://doi.org/10.1186/s12889-021-11997-xArticle
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
Sun exposure and physical activity: the valuable role of UV wearables
Henning, Alyssa, Vanos, Jennifer and Downs, Nathan. 2021. "Sun exposure and physical activity: the valuable role of UV wearables." IEEE Technology and Society Magazine. 40 (3), pp. 16-18. https://doi.org/10.1109/MTS.2021.3101927Notes or commentaries
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
Using Machine Learning to Automate Mammogram Images Analysis
Tang, Xuejiao, Zhang, Liuhua, Zhang, Wenbin, Huang, Xin, Iosifidis, Vasileios, Liu, Zhen, Zhang, Mingli, Messina, Enza and Zhang, Ji. 2021. "Using Machine Learning to Automate Mammogram Images Analysis." Park, Taesung, Cho, Young-Rae, Hu, Xiaohua, Yoo, Illhoi, Woo, Hyun Goo, Wang, Jianxin, Facelli, Julio and Nam, Seungyoon (ed.) 2020 International Conference on Bioinformatics and Biomedicine (BIBM'20). Seoul, South Korea 16 - 19 Dec 2020 Piscataway, United States. https://doi.org/10.1109/BIBM49941.2020.9313247Paper
Challenges and mitigation for application deployment over SaaS platform in banking and financial services industry
Mahalle, Abhishek, Yong, Jianming and Tao, Xiaohui. 2021. "Challenges and mitigation for application deployment over SaaS platform in banking and financial services industry." Shen, Weiming, Barthes, Jean-Paul, Luo, Junzhou, Shi, Yanjun and Zhang, Jinghui (ed.) IEEE 24th International Conference on Computer Supported Cooperative Work in Design (IEEE CSCWD 2021). Dalian, China 05 - 07 May 2021 Piscataway, United States. https://doi.org/10.1109/CSCWD49262.2021.9437798Paper
Regulatory challenges and mitigation for account services offered by FinTech
Mahalle, Abhishek, Yong, Jianming and Tao, Xiaohui. 2021. "Regulatory challenges and mitigation for account services offered by FinTech." Shen, Weiming, Barthes, Jean-Paul, Luo, Junzhou, Shi, Yanjun and Zhang, Jinghui (ed.) IEEE 24th International Conference on Computer Supported Cooperative Work in Design (IEEE CSCWD 2021). Dalian, China 05 - 07 May 2021 Piscataway, United States. https://doi.org/10.1109/CSCWD49262.2021.9437631Paper
Combatting Procrastination
Devi, Aruna. 2021. "Combatting Procrastination." Bartlett, Cristy, Cawthray, Tyler, Clark, Linda, Conway, Sam, Derrington, Kate, Devi, Aruna, Frederiks, Anita, Gunton, Lyndelle, Hargreaves, Wendy, Howarth, Debi, Irvine, Sarah, Jeffers, Marjorie, Lovric, Kristen, McGregor, Rowena, Peters, Emma, Pickstone, Leigh, Retallick, Bianca, Rose, Yvonne, Sahay, Akshay, Schultz, Susanne, Sachdeva, Karanpal Singh, Thangavelu, Anbarasu and Tweedale, Robyn (ed.) Academic Success. Toowoomba, Australia. University of Southern Queensland.Textbook (chapter)
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
Physical activity and sedentary behaviour in shift and non-shift workers: a systematic review and meta-analysis
Monnaatsie, Malebogo, Biddle, Stuart J. H., Khan, Shahjahan and Kolbe-Alexander, Tracy. 2021. "Physical activity and sedentary behaviour in shift and non-shift workers: a systematic review and meta-analysis." Preventive Medicine Reports. 24, pp. 1-11. https://doi.org/10.1016/j.pmedr.2021.101597Article
Hidden geometry of bidirectional grid-constrained stochastic processes
Taranto, Aldo and Khan, Shahjahan. 2021. "Hidden geometry of bidirectional grid-constrained stochastic processes." Journal of Probability and Statistics. 2021, pp. 1-13. https://doi.org/10.1155/2021/9944543Article
Solar ultraviolet radiation, shade profile and heat index survey report: New South Wales playgrounds (2020 - 2021)
Downs, Nathan J.. 2021. Solar ultraviolet radiation, shade profile and heat index survey report: New South Wales playgrounds (2020 - 2021). Unpublished.Technical report
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
Iterated logarithm bounds of bi-directional grid constrained stochastic processes
Taranto, Aldo, Khan, Shahjahan and Addie, Ron. 2021. "Iterated logarithm bounds of bi-directional grid constrained stochastic processes." Global and Stochastic Analysis. 8 (3), pp. 19-39.Article
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
Towards a Compressive-Sensing-Based Lightweight Encryption Scheme for the Internet of Things
Xue, Wanli, Luo, Chengwen, Shen, Yiran, Rana, Rajib, Lan, Guohao, Jha, Sanjay, Seneviratne, Aruna and Hu, Wen. 2021. "Towards a Compressive-Sensing-Based Lightweight Encryption Scheme for the Internet of Things." IEEE Transactions on Mobile Computing. 20 (10), pp. 3049-3065. https://doi.org/10.1109/TMC.2020.2992737Article
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
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
A novel approach based on genetic algorithm to speed up the discovery of classification rules on GPUs
Roui, Mohammad Beheshti, Zomorodi, Mariam, Sarvelayati, Masoomeh, Abdar, Moloud, Noori, Hamid, Plawiak, Pawel, Tadeusiewicz, Ryszard, Zhou, Xujuan, Khosravi, Abbas, Nahavandi, Saeid and Acharya, U. Rajendra. 2021. "A novel approach based on genetic algorithm to speed up the discovery of classification rules on GPUs." Knowledge-Based Systems. 231. https://doi.org/10.1016/j.knosys.2021.107419Article
Seasonal climate influences on the timing of the Australian monsoon onset
Lisonbee, Joel and Ribbe, Joachim. 2021. "Seasonal climate influences on the timing of the Australian monsoon onset." Weather and Climate Dynamics. 2 (2), pp. 489-506. https://doi.org/10.5194/wcd-2-489-2021Article
Variational mode decomposition based random forest model for solar radiation forecasting: New emerging machine learning technology
Ali, Mumtaz, Prasad, Ramendra, Xiang, Yong, Khan, Mohsin, Farooque, Aitazaz Ahsan, Zong, Tianrui and Yaseen, Zaher Mundher. 2021. "Variational mode decomposition based random forest model for solar radiation forecasting: New emerging machine learning technology." Energy Reports. 7, pp. 6700-6717. https://doi.org/10.1016/j.egyr.2021.09.113Article
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