School of Mathematics, Physics and Computing
| Type | Department/Institute |
|---|---|
| Faculty/Department | Academic Affairs |
| Head | Prof Robert Sang |
| Director of Research | Dr Nawin Raj |
| Prof Yan Li |
Latest research outputs
4044 results found
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A planet within the debris disk around the pre-main-sequence star AU Microscopii
Plavchan, Peter, Barclay, Thomas, Gagne, Jonathan, Gao, Peter, Cale, Bryson, Matzko, William, Dragomir, Diana, Quinn, Sam, Feliz, Dax, Stassun, Keivan, Crossfield, Ian J.M., Berardo, David A., Latham, David W., Tieu, Ben, Anglada-Escude, Guillem, Ricker, George, Vanderspek, Roland, Seager, Sara, Winn, Joshua N., ..., Zilberman, Perri. 2020. "A planet within the debris disk around the pre-main-sequence star AU Microscopii." Nature. 582, pp. 497-500. https://doi.org/10.1038/s41586-020-2400-zArticle
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
Stability of planetary, single M dwarf, and binary star companions to Kepler detached eclipsing binaries and a possible five-body system
Getley, A. K., Carter, B., King, R. and O'Toole, S.O.. 2020. "Stability of planetary, single M dwarf, and binary star companions to Kepler detached eclipsing binaries and a possible five-body system." Monthly Notices of the Royal Astronomical Society. 498 (3), pp. 4356-4364. https://doi.org/10.1093/mnras/staa2532Article
Saskatoon Berry Amelanchier alnifolia Regulates Glucose Metabolism and Improves Cardiovascular and Liver Signs of Diet-Induced Metabolic Syndrome in Rats
du Preez, Ryan, Wanyonyi, Stephen, Mouatt, Peter, Panchal, Sunil K. and Brown, Lindsay. 2020. "Saskatoon Berry Amelanchier alnifolia Regulates Glucose Metabolism and Improves Cardiovascular and Liver Signs of Diet-Induced Metabolic Syndrome in Rats." Nutrients. 12 (4), pp. 1-16. https://doi.org/10.3390/nu12040931Article
Draft genome resource for Macrophomina phaseolina associated with charcoal rot in sorghum
Purushotham, Neeraj, Jones, Ashley, Poudel, Barsha, Nasim, Jamila, Adorada, Dante, Sparks, Adam, Schwessinger, Benjamin and Vaghefi, Niloofar. 2020. "Draft genome resource for Macrophomina phaseolina associated with charcoal rot in sorghum." Molecular Plant-Microbe Interactions. 33 (5), pp. 724-726. https://doi.org/10.1094/MPMI-12-19-0356-AArticle
PPSF: an open-source privacy-preserving and security mining framework
Lin, Jerry Chun-Wei, Fournier-Viger, Philippe, Wu, Lintai, Gan, Wensheng, Djenouri, Youcef and Zhang, Ji. 2018. "PPSF: an open-source privacy-preserving and security mining framework." Tong, Hanghang, Li, Zhenhui (Jessie), Zhu, Feida and Yu, Jeffrey (ed.) 18th IEEE International Conference on Data Mining Workshops (ICDMW 2018). Singapore 17 - 20 Nov 2018 New York, United States. https://doi.org/10.1109/ICDMW.2018.00208Paper
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
Bi-directional grid absorption barrier constrained stochastic processes with applications in finance and investment
Taranto, Aldo and Khan, Shahjahan. 2020. "Bi-directional grid absorption barrier constrained stochastic processes with applications in finance and investment." Risk Governance & Control: Financial Markets & Institutions. 10 (3), pp. 20-33. https://doi.org/10.22495/rgcv10i3p2Article
A survey on text classification and its applications
Zhou, Xujuan, Gururajan, Raj, Li, Yuefeng, Venkataraman, Revathi, Tao, Xiaohui, Bargshady, Ghazala, Barua, Prabal D. and Kondalsamy-Chennakesavan, Srinivas. 2020. "A survey on text classification and its applications." Web Intelligence. 18 (2), pp. 205-216. https://doi.org/10.3233/WEB-200442Article
Automated prediction of sepsis using temporal convolutional network
Kok, Christopher, Jahmunah, V., Oh, Shu Lih, Zhou, Xujuan, Gururajan, Raj, Tao, Xiaohui, Cheong, Kang Hao, Gururajan, Rashmi, Molinari, Filippo and Acharya, U. Rajendra. 2020. "Automated prediction of sepsis using temporal convolutional network." Computers in Biology and Medicine. 127, pp. 1-10. https://doi.org/10.1016/j.compbiomed.2020.103957Article
Research into teaching and learning of tertiary mathematics and statistics
Galligan, Linda, Coupland, Mary, Dunn, Peter K., Hernandez Martinez, Paul and Oates, Greg. 2020. "Research into teaching and learning of tertiary mathematics and statistics." Way, Jennifer, Attard, Catherine, Anderson, Judy, Bobis, Janette, McMaster, Heather and Cartwright, Katherin (ed.) Research in mathematics education in Australasia 2016–2019. Singapore. Springer. pp. 269-292Edited book (chapter)
Development of electroencephalogram (EEG) signals classification techniques
Al Ghayab, Hadi Ratham Ghayab. 2019. Development of electroencephalogram (EEG) signals classification techniques. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/QMHP-7J93PhD Thesis
Australia and the International Astronomical Union: The 1973 Sydney general assembly
Lomb, Nick. 2020. "Australia and the International Astronomical Union: The 1973 Sydney general assembly." Historical Records of Australian Science. 31 (2), pp. 118-126. https://doi.org/10.1071/HR20004Article
Daily flood forecasts with intelligent data analytic models: multivariate empirical mode decomposition-based modeling methods
Prasad, Ramendra, Charan, Dhrishna, Joseph, Lionel, Nguyen-Huy, Thong, Deo, Ravinesh C. and Singh, Sanjay. 2021. "Daily flood forecasts with intelligent data analytic models: multivariate empirical mode decomposition-based modeling methods." Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur and Yaseen, Zaher Mundher (ed.) Intelligent data analytics for decision-support systems in hazard mitigation: theory and practice of hazard mitigation. Singapore. Springer. pp. 359-381Edited book (chapter)
Artificial neural networks for prediction of Steadman Heat Index
Chand, Bhuwan, Nguyen-Huy, Thong and Deo, Ravinesh C.. 2021. "Artificial neural networks for prediction of Steadman Heat Index." Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur and Yaseen, Zaher Mundher (ed.) Intelligent data analytics for decision-support systems in hazard mitigation: theory and practice of hazard mitigation. Singapore. Springer. pp. 293-357Edited book (chapter)
Spatial prediction of landslide susceptibility using random forest algorithm
Rahmati, Omid, Kornejady, Aiding and Deo, Ravinesh C.. 2021. "Spatial prediction of landslide susceptibility using random forest algorithm." Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur and Yaseen, Zaher Mundher (ed.) Intelligent data analytics for decision-support systems in hazard mitigation: theory and practice of hazard mitigation. Singapore. Springer. pp. 281-292Edited book (chapter)
Intelligent data analytics for time series, trend analysis and drought indices comparison
Dayal, Kavina S., Deo, Ravinesh C. and Apan, Armando A.. 2021. "Intelligent data analytics for time series, trend analysis and drought indices comparison." Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur and Yaseen, Zaher Mundher (ed.) Intelligent data analytics for decision-support systems in hazard mitigation: theory and practice of hazard mitigation. Singapore. Springer. pp. 151-169Edited book (chapter)
Modulation of tropical cyclone genesis by Madden–Julian Oscillation in the Southern Hemisphere
Dayal, Kavina S., Wang, Bin and Deo, Ravinesh C.. 2021. "Modulation of tropical cyclone genesis by Madden–Julian Oscillation in the Southern Hemisphere." Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur and Yaseen, Zaher Mundher (ed.) Intelligent data analytics for decision-support systems in hazard mitigation: theory and practice of hazard mitigation. Singapore. Springer. pp. 127-150Edited book (chapter)
Bayesian Markov Chain Monte Carlo-based copulas: factoring the role of large-scale climate indices in monthly flood prediction
Nguyen-Huy, Thong, Deo, Ravinesh C., Yaseen, Zaher Mundher, Mushtaq, Shahbaz and Prasad, Ramendra. 2021. "Bayesian Markov Chain Monte Carlo-based copulas: factoring the role of large-scale climate indices in monthly flood prediction." Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur and Yaseen, Zaher Mundher (ed.) Intelligent data analytics for decision-support systems in hazard mitigation: theory and practice of hazard mitigation. Singapore. Springer. pp. 29-47Edited book (chapter)
Intelligent data analytics for decision-support systems in hazard mitigation: theory and practice of hazard mitigation
Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur and Yaseen, Zaher Mundher. 2021. Intelligent data analytics for decision-support systems in hazard mitigation: theory and practice of hazard mitigation. Singapore. Springer.Edited book
Community-diversity Driven Influence Maximization on Social Networks
Li, Jianxin, Cai, Taotao, Ke, Deng, Wang, Xinjue, Sellis, Timos and Xia, Feng. 2020. "Community-diversity Driven Influence Maximization on Social Networks." Information Systems. 92. https://doi.org/10.1016/j.is.2020.101522Article
How ready is ready? Measuring physical preparedness for severe storms
Ryan, Barbara and King, Rachel. 2020. "How ready is ready? Measuring physical preparedness for severe storms." Natural Hazards. 104, pp. 171-199. https://doi.org/10.1007/s11069-020-04164-9Article
Stability of Jovian Trojans and their collisional families
Holt, Timothy R., Nesvorny, David, Horner, Jonathan, King, Rachel, Marschall, Raphael, Kamrowski, Melissa, Carter, Brad, Brookshaw, Leigh and Tylor, Christopher. 2020. "Stability of Jovian Trojans and their collisional families." Monthly Notices of the Royal Astronomical Society. 495 (4), pp. 4085-4097. https://doi.org/10.1093/MNRAS/STAA1348Article
K2-HERMES II. Planet-candidate properties from K2 Campaigns 1-13
Wittenmyer, Robert A., Clark, Jake T., Sharma, Sanjib, Stello, Dennis, Horner, Jonathan, Kane, Stephen R., Stevens, Catherine P., Wright, Duncan J., Spina, Lorenzo, Cotar, Klemen, Asplund, Martin, Bland-Hawthorn, Joss, Buder, Sven, Casey, Andrew R., de Silva, Gayandhi M., D'Orazi, Valentina, Freeman, Ken, Kos, Janez, Lewis, Geraint, ..., Zwitter, Tomaz. 2020. "K2-HERMES II. Planet-candidate properties from K2 Campaigns 1-13." Monthly Notices of the Royal Astronomical Society. 496 (1), pp. 851-863. https://doi.org/10.1093/mnras/staa1528Article
Gambler’s ruin problem and bi-directional grid constrained trading and investment strategies
Taranto, Aldo and Khan, Shahjahan. 2020. "Gambler’s ruin problem and bi-directional grid constrained trading and investment strategies." Investment Management and Financial Innovations. 17 (3), pp. 54-66. https://doi.org/10.21511/imfi.17(3).2020.05Article
Bullying victimization, mental disorders, suicidality and self-harm among Australian high schoolchildren: Evidence from nationwide data
Islam, Md. Irteja, Khanam, Rasheda and Kabir, Enamul. 2020. "Bullying victimization, mental disorders, suicidality and self-harm among Australian high schoolchildren: Evidence from nationwide data." Psychiatry Research. 292. https://doi.org/10.1016/j.psychres.2020.113364Article
Solar blue light radiation enhancement during mid to low solar elevation periods under cloud affected skies
Parisi, Alfio V., Igoe, Damien P., Amar, Abdurazaq and Downs, Nathan. 2020. "Solar blue light radiation enhancement during mid to low solar elevation periods under cloud affected skies." Sensors. 20 (15), pp. 1-13. https://doi.org/10.3390/s20154105Article
Kinematics of interacting solitons in two-dimensional space
Ostrovsky, L.A. and Stepanyants, Y. A.. 2020. "Kinematics of interacting solitons in two-dimensional space." Russian Journal of Earth Science. 20, pp. 1-11. https://doi.org/10.2205/2020ES000735Article
Anti-inflammatory Components from Functional Foods for Obesity
Panchal, Sunil K. and Brown, Lindsay. 2020. "Anti-inflammatory Components from Functional Foods for Obesity." Tappia, Paramjit S, Ramjiawan, Bram and Dhalla, Naranjan S (ed.) Pathophysiology of Obesity-Induced Health Complications. Cham, Switzerland. Springer. pp. 285-303Edited book (chapter)
A security review of event-based application function and service component architecture
Nabi, Faisal, Yong, Jianming and Tao, Xiaohui. 2020. "A security review of event-based application function and service component architecture." International Journal of Systems and Software Security and Protection. 11 (2), pp. 58-70. https://doi.org/10.4018/IJSSSP.2020070104Article
A bibliometric and visual analysis of artificial intelligence technologies-enhanced brain MRI research
Chen, Xieling, Zhang, Xinxin, Xie, Haoran, Tao, Xiaohui, Wang, Fu Lee, Xie, Nengfu and Hao, Tianyong. 2021. "A bibliometric and visual analysis of artificial intelligence technologies-enhanced brain MRI research." Multimedia Tools and Applications. 80, pp. 17335-17363. https://doi.org/10.1007/s11042-020-09062-7Article
Authentication and Integrity Protection for Real-time Cyber-Physical Systems
Keoh, Sye Loong, Tan, Heng Chuan and Tang, Zhaohui. 2020. "Authentication and Integrity Protection for Real-time Cyber-Physical Systems." Tian, Yu-Chu and Levy, David Charles (ed.) Handbook of Real-Time Computing. Singapore. Springer. pp. 1-22Edited book (chapter)
Nonlinear Models of Finite Amplitude Interfacial Waves in Shallow Two-Layer Fluid
Kurkina, Oxana, Kurkin, Andrey, Pelinovsky, Efim, Stepanyants, Yury and Talipova, Tatiana. 2019. "Nonlinear Models of Finite Amplitude Interfacial Waves in Shallow Two-Layer Fluid." Berezovski, Arkadi and Soomere, Tarmo (ed.) Applied Wave Mathematics II: Selected Topics in Solids, Fluids, and Mathematical Methods and Complexity. Cham, Switzerland. Springer. pp. 61-87Edited book (chapter)
Electronic Sun Journals: integrating calibrated field radiometers and traditional dosimeters for monitoring personal sun exposure behavior
Downs, Nathan. 2018. "Electronic Sun Journals: integrating calibrated field radiometers and traditional dosimeters for monitoring personal sun exposure behavior." 2018 National Cancer Institute Exercise Science and Skin Cancer Prevention Research Meeting. Rockville, United States 26 - 27 Sep 2018Paper
Embedding collaborative enhancement and reflection in science and mathematics initial teacher education programs
Whannell, Robert, Woolcott, Geoff, Marshman, Margaret, Galligan, Linda, Pfeiffer, Linda and Wines, Chris. 2018. "Embedding collaborative enhancement and reflection in science and mathematics initial teacher education programs." STEM: Integrated Education for the Real World 5th International STEM in Education Conference. Brisbane, Australia 21 - 23 Nov 2018 Brisbane, Australia.Paper
Mathematics Screencasts for Teaching and Learning
Galligan, Linda and Hobohm, Carola. 2018. "Mathematics Screencasts for Teaching and Learning." Calder, Nigel, Larkin, Kevin and Sinclair, Nathalie (ed.) Using Mobile Technologies in the Teaching and Learning of Mathematics. Cham, Switzerland. Springer. pp. 265-282Edited book (chapter)
Garcinia Fruits: Their Potential to Combat Metabolic Syndrome
John, Oliver D., Brown, Lindsay and Panchal, Sunil K.. 2019. "Garcinia Fruits: Their Potential to Combat Metabolic Syndrome." Ullah, Mohammad Fahad and Ahmad, Aamir (ed.) Nutraceuticals and Natural Product Derivatives: Disease Prevention & Drug Discovery. Hoboken, United States. John Wiley & Sons. pp. 39-80Edited book (chapter)
Near real-time significant wave height forecasting with hybridized multiple linear regression algorithms
Ali, Mumtaz, Prasad, Ramendra, Xiang, Yong and Deo, Ravinesh C.. 2020. "Near real-time significant wave height forecasting with hybridized multiple linear regression algorithms." Renewable and Sustainable Energy Reviews. 132. https://doi.org/10.1016/j.rser.2020.110003Article
Feature-Based Learning in Drug Prescription System for Medical Clinics
Goh, Wee Pheng, Tao, Xiaohui, Zhang, Ji and Yong, Jianming. 2020. "Feature-Based Learning in Drug Prescription System for Medical Clinics." Neural Processing Letters. 52, pp. 1703-1721. https://doi.org/10.1007/s11063-020-10296-7Article
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