School of Sciences
Latest research outputs
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Brain network, modelling and corresponding EEG patterns for health and disease states
Al-Hossenat, Auhood Hadi Jabbar. 2020. Brain network, modelling and corresponding EEG patterns for health and disease states. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/7xxq-3k23PhD Thesis
Meta-Analysis: Methods for Health and Experimental Studies
Khan, Shahjahan. Gail, Mitchell and Samet, Jonathan M. (ed.) 2020. Meta-Analysis: Methods for Health and Experimental Studies. Singapore. Springer.Authored book
Emergence of envelop solitary waves from initial localised pulses within the Ostrovsky equation
Grimshaw, R. H. J. and Stepanyants, Y. A.. 2020. "Emergence of envelop solitary waves from initial localised pulses within the Ostrovsky equation." Radiophysics and Quantum Electronics. 63 (1), pp. 21-28. https://doi.org/10.1007/s11141-020-10031-1Article
The legacy of pasture drill rows on soil chemical characteristics and subsequent wheat production
Hayes, Richard C., Li, Guangdi D., Rawnsley, Richard P., Pembleton, Keith G., Corkrey, Ross and Peoples, Mark B.. 2020. "The legacy of pasture drill rows on soil chemical characteristics and subsequent wheat production." Plant and Soil: international journal on plant-soil relationships. 455 (1-2), pp. 319-337. https://doi.org/10.1007/s11104-020-04689-9Article
Climate change effects on pasture-based dairy systems in south-eastern Australia
Pembleton, K. G., Cullen, B. R., Rawnsley, R. P. and Ramilan, T.. 2021. "Climate change effects on pasture-based dairy systems in south-eastern Australia." Crop and Pasture Science. 72 (9), pp. 666-677. https://doi.org/10.1071/CP20108Article
Bounds of Bi-Directional Grid Constrained Stochastic Processes in Mathematical Finance & Algorithmic Trading
Taranto, Aldo and Khan, Shahjahan. 2020. "Bounds of Bi-Directional Grid Constrained Stochastic Processes in Mathematical Finance & Algorithmic Trading." Imomov, Azam, Purtukhia, Omar, Moiseeva, Svetlana and Tursunov, Bayramali (ed.) Modern Stochastic Models and Problems of Actuarial Mathematics Conference (MAMMOTH 2020). Karshi, Uzbekistan 25 Sep 2020 Karshi, Uzbekistan.Paper
The asymptotic approach to the description of two-dimensional symmetric soliton patterns
Stepanyants, Yury. 2020. "The asymptotic approach to the description of two-dimensional symmetric soliton patterns." Symmetry. 12 (10). https://doi.org/10.3390/sym12101586Article
Information Retrieval Technology: 15th Asia Information Retrieval Societies Conference, AIRS 2019, Hong Kong, November 7-9, 2019, Proceedings
Wang, Fu Lee, Xie, Haoran, Lam, Wai, Sun, Aixin, Ku, Lun-Wei, Hao, Tianyong, Chen, Wei, Wong, Tak-Lam and Tao, Xiaohui. 2020. Information Retrieval Technology: 15th Asia Information Retrieval Societies Conference, AIRS 2019, Hong Kong, November 7-9, 2019, Proceedings. Switzerland. Springer.Edited book
Development of Flood Monitoring Index for daily flood risk evaluation: case studies in Fiji
Moishin, Mohammed, Deo, Ravinesh C., Prasad, Ramendra, Raj, Nawin and Abdulla, Shahab. 2021. "Development of Flood Monitoring Index for daily flood risk evaluation: case studies in Fiji." Stochastic Environmental Research and Risk Assessment. 35 (7), pp. 1387-1402. https://doi.org/10.1007/s00477-020-01899-6Article
The modeling of human facial pain intensity based on Temporal Convolutional Networks trained with video frames in HSV color space
Bargshady, Ghazal, Zhou, Xujuan, Deo, Ravinesh C., Soar, Jeffrey, Whittaker, Frank and Wang, Hua. 2020. "The modeling of human facial pain intensity based on Temporal Convolutional Networks trained with video frames in HSV color space." Applied Soft Computing. 97 (Part A), pp. 1-14. https://doi.org/10.1016/j.asoc.2020.106805Article
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
Osland, Emma J., Yunus, Rossita M., Khan, Shahjahan and Memon, Muhammed A.. 2020. "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." Surgical Laparoscopy, Endoscopy and Percutaneous Techniques. 30 (6), pp. 542-553. https://doi.org/10.1097/SLE.0000000000000834Article
Rheology and dynamics of elastic waves in fluid-saturated porous media with gas bubbles
Ali, Adham Abdul Wahab. 2019. Rheology and dynamics of elastic waves in fluid-saturated porous media with gas bubbles. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/dmgp-0996PhD Thesis
Development of rigorous methods in fluid mechanics and theory of water waves
Ermakov, Andrei. 2019. Development of rigorous methods in fluid mechanics and theory of water waves. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/ez1n-g463PhD Thesis
The role of inositol in yeast adaptation
Ishmayana, Safri. 2019. The role of inositol in yeast adaptation. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/d1qg-sd55PhD Thesis
Generalized Alpha Skew Normal Distribution
Alodat, Tareq, Khan, Shahjahan, Alodat, Moh'd T. and Memon, Muhammed A.. 2021. "Generalized Alpha Skew Normal Distribution." Statistica & Applicazioni. 2020 (2), pp. 1-15. https://doi.org/10.26350/999999_000028Article
Optimal water allocation using a multi-objective evolutionary algorithm
Ullah, G. M. Wali. 2020. Optimal water allocation using a multi-objective evolutionary algorithm. Masters Thesis Master of Science (Research). University of Southern Queensland. https://doi.org/10.26192/04p7-fp29Masters Thesis
Federated Learning for Speech Emotion Recognition Applications
Latif, Siddique, Khalifa, Sara, Rana, Rajib and Jurdak, Raja. 2020. "Federated Learning for Speech Emotion Recognition Applications." 19th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN 2020). Sydney, Australia 21 - 24 Apr 2020 United States. https://doi.org/10.1109/IPSN48710.2020.00-16Poster
Event prediction through structural intelligence in online social networks
Tan, Leonard. 2020. Event prediction through structural intelligence in online social networks. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/asxq-ax90PhD Thesis
A geometric model for estimating the volume and surface area of apples
Scarmana, Gabriel, McDougall, Kevin and Stepanyants, Yury. 2020. "A geometric model for estimating the volume and surface area of apples." Smart Surveyors for Land and Water Management (2020). Amsterdam, Netherlands 10 - 14 May 2020 Copenhagen, Denmark.Paper
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. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/cbeg-yw22PhD Thesis
An efficient chain structure to mine high-utility sequential patterns
Lin, Jerry Chun-Wei, Li, Yuanfa, Fournier-Viger, Philippe, Djenouri, Youcef and Zhang, Ji. 2019. "An efficient chain structure to mine high-utility sequential patterns." 19th IEEE International Conference on Data Mining Workshops (ICDMW 2019). Beijing, China 08 - 11 Nov 2019 https://doi.org/10.1109/ICDMW.2019.00146Paper
Anesthesia assessment based on ICA permutation entropy analysis of two-channel EEG signals
Li, Tianning, Sivakumar, Prashanth and Tao, Xiaohui. 2019. "Anesthesia assessment based on ICA permutation entropy analysis of two-channel EEG signals." Liang, Peipeng, Goel, Vinod and Shan, Chunlei (ed.) 12th International Conference on Brain Informatics (BI 2019). Haikou, China 13 - 15 Dec 2019 Switzerland. Springer. https://doi.org/10.1007/978-3-030-37078-7_24Paper
Identification of stress impact on personality density distributions
Lys, Brendan, Tao, Xiaohui, Machin, Tony, Zhang, Ji and Zhong, Ning. 2019. "Identification of stress impact on personality density distributions." Liang, Peipeng, Goel, Vinod and Shan, Chunlei (ed.) 12th International Conference on Brain Informatics (BI 2019). Haikou, China 13 - 15 Dec 2019 Cham, Switzerland. Springer. https://doi.org/10.1007/978-3-030-37078-7_26Paper
Knowledge discovery for health risk prediction
Pham, Thuan. 2020. Knowledge discovery for health risk prediction. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/jj7h-9231PhD Thesis
The research higher degree journey for Aboriginal students
Best, Odette, Ward, Raelene, Johnston, Elizabeth and Easton, Caitlin. 2020. "The research higher degree journey for Aboriginal students." Trimmer, Karen, Hoven, Deborah and Keskitalo, Pigga (ed.) Indigenous postgraduate education: intercultural perspectives. Charlotte, United States. Information Age Publishing. pp. 179-189Edited book (chapter)
MARS model for prediction of short- and long-term global solar radiation
Balalla, Dilki T., Nguyen-Huy, Thong and Deo, Ravinesh. 2021. "MARS model for prediction of short- and long-term global solar radiation." Deo, Ravinesh, Samui, Pijush and Roy, Sanjiban Sekhar (ed.) Predictive modelling for energy management and power systems engineering. Amsterdam, Netherlands. Elsevier. pp. 391-436Edited book (chapter)
Short-term electrical energy demand prediction under heat island effects using emotional neural network integrated with genetic algorithm
Karalasingham, Sagthitharan, Deo, Ravinesh and Prasad, Ramendra. 2021. "Short-term electrical energy demand prediction under heat island effects using emotional neural network integrated with genetic algorithm." Deo, Ravinesh, Samui, Pijush and Roy, Sanjiban Sekhar (ed.) Predictive modelling for energy management and power systems engineering. Amsterdam, Netherlands. Elsevier. pp. 271-298Edited book (chapter)
Hybrid multilayer perceptron-firefly optimizer algorithm for modelling photosynthetic active solar radiation for biofuel energy exploration
Goundar, Harshna, Yaseen, Zaher Mundher and Deo, Ravinesh. 2021. "Hybrid multilayer perceptron-firefly optimizer algorithm for modelling photosynthetic active solar radiation for biofuel energy exploration." Deo, Ravinesh, Samui, Pijush and Roy, Sanjiban Sekhar (ed.) Predictive modelling for energy management and power systems engineering. Amsterdam, Netherlands. Elsevier. pp. 191-232Edited book (chapter)
Design and performance of two decomposition paradigms in forecasting daily solar radiation with evolutionary polynomial regression: wavelet transform versus ensemble empirical mode decomposition
Rezaie-Balf, Mohammad, Kim, Sungwon, Ghaemi, Alireza and Deo, Ravinesh. 2021. "Design and performance of two decomposition paradigms in forecasting daily solar radiation with evolutionary polynomial regression: wavelet transform versus ensemble empirical mode decomposition." Deo, Ravinesh, Samui, Pijush and Roy, Sanjiban Sekhar (ed.) Predictive modelling for energy management and power systems engineering. Amsterdam, Netherlands. Elsevier. pp. 115-142Edited book (chapter)
Increasing species richness of arbuscular mycorrhizal fungi benefits some plants, but not others
Frew, Adam. 2019. "Increasing species richness of arbuscular mycorrhizal fungi benefits some plants, but not others." 2019 Conference of the Ecological Society of Australia (ESA 2019). Launceston, Australia 24 - 29 Nov 2019Presentation
Shade auditing in Queensland
Downs, Nathan, Parisi, Alfio, Baldwin, Louise and Harrison, Simone. 2019. "Shade auditing in Queensland." 6th Annual Brisbane Cancer Conference. Brisbane, Australia 28 - 29 Nov 2019Paper
Food excess and by-product processing ‘ecosystem’ mode
Burey, Paulomi, Panchal, Sunil and Helwig, Andreas. 2019. "Food excess and by-product processing ‘ecosystem’ mode." 13th International Congress on Engineering and Food (ICEF13). Melbourne, Australia 23 - 26 Sep 2019Paper
Educating Future Generations of Food Scientists
Burey, Polly. 2019. "Educating Future Generations of Food Scientists." Australian Institute of Food Science & Technology Annual Convention (AIFST 2019). Sydney, Australia 01 - 02 Jul 2019Presentation
Variations on a Theme: Pre-service Mathematics Teacher Reflections Using an Affect-based Critical Moment Protocol
Marshman, Margaret, Galligan, Linda, Axelsen, Taryn, Woolcott, Geoff and Whannell, Robert. 2018. "Variations on a Theme: Pre-service Mathematics Teacher Reflections Using an Affect-based Critical Moment Protocol." Hunter, Jodie, Darragh, Lisa and Perger, Pam (ed.) 41st Annual Conference of the Mathematics Education Research Group of Australasia (MERGA41). Auckland, New Zealand 01 - 05 Jul 2018 Payneham, Australia.Paper
Value-addition to horticultural produce: How far can, or should, you go?
Burey, Polly. 2019. "Value-addition to horticultural produce: How far can, or should, you go?" Hort Connections 2019 (HORT 19). Melbourne, Australia 24 - 26 Jun 2019Presentation
The R in the ELR Process: Reflection and the Emotions of PreService Teachers. A Case Study
Axelsen, Taryn, Galligan, Linda and Woolcott, Geoff. 2018. "The R in the ELR Process: Reflection and the Emotions of PreService Teachers. A Case Study." Hunter, Jodie, Darragh, Lisa and Perger, Pam (ed.) 41st Annual Conference of the Mathematics Education Research Group of Australasia (MERGA41). Auckland, New Zealand 01 - 05 Jul 2018 Payneham, Australia.Paper
Data mining for precision medicine in clinical decision support systems
Goh, Wee Pheng. 2020. Data mining for precision medicine in clinical decision support systems. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/bvnz-kw90PhD Thesis
Drawdown and Drawup of Bi-Directional Grid Constrained Stochastic Processes
Taranto, Aldo and Khan, Shahjahan. 2020. "Drawdown and Drawup of Bi-Directional Grid Constrained Stochastic Processes." Journal of Mathematics and Statistics. 16 (1), pp. 182-197. https://doi.org/10.3844/jmssp.2020.182.197Article
Ensemble neural network approach detecting pain intensity from facial expressions
Bargshady, Ghazal, Zhou, Xujuan, Deo, Ravinesh C., Soar, Jeffrey, Whittaker, Frank and Wang, Hua. 2020. "Ensemble neural network approach detecting pain intensity from facial expressions." Artificial Intelligence in Medicine. 109, pp. 1-12. https://doi.org/10.1016/j.artmed.2020.101954Article
A new framework for automatic detection of patients with mild cognitive impairment using resting-state EEG signals
Siuly, Siuly, Alcin, Omer Faruk, Kabir, Enamul, Sengur, Abdulkadir, Wang, Hua, Zhang, Yanchun and Whittaker, Frank. 2020. "A new framework for automatic detection of patients with mild cognitive impairment using resting-state EEG signals." IEEE Transactions on Neural Systems and Rehabilitation Engineering. 28 (9), pp. 1966-1976. https://doi.org/10.1109/TNSRE.2020.3013429Article
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