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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Electrical Energy Demand Forecasting Model Development and Evaluation with Maximum Overlap Discrete Wavelet Transform-Online Sequential Extreme Learning Machines Algorithms
Al-Musaylh, Mohanad S., Deo, Ravinesh C. and Li, Yan. 2020. "Electrical Energy Demand Forecasting Model Development and Evaluation with Maximum Overlap Discrete Wavelet Transform-Online Sequential Extreme Learning Machines Algorithms." Energies. 13 (9). https://doi.org/10.3390/en13092307Article
Carrageenans from the Red Seaweed Sarconema filiforme Attenuate Symptoms of Diet-Induced Metabolic Syndrome in Rats
du Preez, Ryan, Paul, Nicholas, Mouatt, Peter, Majzoub, Marwan E., Thomas, Torsten, Panchal, Sunil K. and Brown, Lindsay. 2020. "Carrageenans from the Red Seaweed Sarconema filiforme Attenuate Symptoms of Diet-Induced Metabolic Syndrome in Rats." Marine Drugs. 18 (2), pp. 1-26. https://doi.org/10.3390/md18020097Article
Human Head Modelling Simulation Applied to Electroconvulsive Therapy
Menezes de Oliveira, Marilia, Song, Bo, Ahfock, Tony, Li, Yan and Wen, Paul. 2018. "Human Head Modelling Simulation Applied to Electroconvulsive Therapy." Abreu de Souza, Mauren, Remigio Gamba, Humberto and Pedrini, Helio (ed.) Multi-Modality Imaging: Applications and Computational Techniques. Cham, Switzerland. Springer. pp. 103-133Edited book (chapter)
Australian eclipse expeditions: James Short and the eclipses of 1908, 1910 and 1911
Lomb, Nick. 2020. "Australian eclipse expeditions: James Short and the eclipses of 1908, 1910 and 1911." Journal of Astronomical History and Heritage. 23 (1), pp. 26-46. https://doi.org/10.3724/SP.J.1440-2807.2020.01.02Article
Nonlinear Waves in a Rotating Ocean (The Ostrovsky Equation and Its Generalizations and Applications)
Stepanyants, Yury. 2020. "Nonlinear Waves in a Rotating Ocean (The Ostrovsky Equation and Its Generalizations and Applications)." Russian Academy of Sciences, Izvestiya: Atmospheric and Oceanic Physics. 56 (1), pp. 16-32. https://doi.org/10.1134/S0001433820010077Article
Oral nutritional supplements for preventing surgical site infections: protocol for a systematic review and meta-analysis
Ralph, Nicholas, Brown, Lindsay, McKillop, Kristy L., Duff, Jed, Osborne, Sonya, Terry, Victoria R., Edward, Karen-Leigh, King, Rachel and Barui, Edward. 2020. "Oral nutritional supplements for preventing surgical site infections: protocol for a systematic review and meta-analysis." Systematic Reviews. 9, pp. 1-10. https://doi.org/10.1186/s13643-020-01293-xArticle
Modulation of gut microbiota by spent coffee grounds attenuates diet-induced metabolic syndrome in rats
Bhandarkar, Nikhil S., Mouatt, Peter, Goncalves, Priscila, Thomas, Torsten, Brown, Lindsay and Panchal, Sunil K.. 2020. "Modulation of gut microbiota by spent coffee grounds attenuates diet-induced metabolic syndrome in rats." The FASEB Journal. 34 (3), pp. 4783-4797. https://doi.org/10.1096/fj.201902416RRArticle
Student perceptions of mathematics readiness from a university preparatory program to undergraduate studies
Robinson, Clare, Galligan, Linda, Hussain, Zanubia, Abdulla, Shahab, Frederiks, Anita and Wandel, Andrew. 2019. "Student perceptions of mathematics readiness from a university preparatory program to undergraduate studies." Adults Learning Mathematics: An International Journal. 14 (2), pp. 6-22.Article
Near real-time global solar radiation forecasting at multiple time-step horizons using the long short-term memory network
Huynh, Anh Ngoc‐Lan, Deo, Ravinesh C., An-Vo, Duc-Anh, Ali, Mumtaz, Raj, Nawin and Abdulla, Shahab. 2020. "Near real-time global solar radiation forecasting at multiple time-step horizons using the long short-term memory network." Energies. 13 (14). https://doi.org/10.3390/en13143517Article
Adaptive boost LS-SVM classification approach for time-series signal classification in epileptic seizure diagnosis applications
Al-Hadeethi, Hanan, Abdulla, Shahab, Diykh, Mohammed, Deo, Ravinesh C. and Green, Jonathan H.. 2020. "Adaptive boost LS-SVM classification approach for time-series signal classification in epileptic seizure diagnosis applications." Expert Systems with Applications. 161. https://doi.org/10.1016/j.eswa.2020.113676Article
The use of mental health services by Australian adolescents with mental disorders and suicidality: findings from a nationwide cross-sectional survey
Islam, Md. Irteja, Khanam, Rasheda and Kabir, Enamul. 2020. "The use of mental health services by Australian adolescents with mental disorders and suicidality: findings from a nationwide cross-sectional survey." PLoS One. 15 (4). https://doi.org/10.1371/journal.pone.0231180Article
Suicidality, mental disorder and the utilization of mental health services among Australian adolescents
Islam, Md. Irteja, Kabir, Enamul and Khanam, Rasheda. 2020. "Suicidality, mental disorder and the utilization of mental health services among Australian adolescents." Children and Youth Services Review. 111. https://doi.org/10.1016/j.childyouth.2020.104821Article
HD 202772A b: a transiting hot Jupiter around a bright, mildly evolved star in a visual binary discovered by TESS
Wang, Songhu, Jones, Matias, Shporer, Avi, Fulton, Benjamin J., Paredes, Leonardo A., Trifonov, Trifon, Kossakowski, Diana, Eastman, Jason, Redfield, Seth, Gunther, Maximilian N., Kreidberg, Laura, Huang, Chelsea X., Millholland, Sarah, Seligman, Darryl, Fischer, Debra, Brahm, Rafael, Wang, Xian-Yu, Cruz, Bryndis, Henry, Todd, ..., Laughlin, Gregory. 2019. "HD 202772A b: a transiting hot Jupiter around a bright, mildly evolved star in a visual binary discovered by TESS." The Astronomical Journal. 157 (2), pp. 1-11. https://doi.org/10.3847/1538-3881/aaf1b7Article
TOI-222: a single-transit TESS candidate revealed to be a 34-d eclipsing binary with CORALIE, EulerCam, and NGTS
Lendl, Monika, Bouchy, Francois, Gill, Samuel, Nielsen, Louise D., Turner, Oliver, Stassun, Keivan, Acton, Jack S., Anderson, David R., Armstrong, David J., Bayliss, Daniel, Belardi, Claudia, Bryant, Edward M., Burleigh, Matthew R., Chaushev, Alexander, Casewell, Sarah L., Cooke, Benjamin F., Eigmuller, Philipp, Gillen, Edward, Goad, Michael R., ..., Ziegler, Carl. 2019. "TOI-222: a single-transit TESS candidate revealed to be a 34-d eclipsing binary with CORALIE, EulerCam, and NGTS." Monthly Notices of the Royal Astronomical Society. 492 (2), pp. 1761-1769. https://doi.org/10.1093/mnras/stz3545Article
Random forest predictive model development with uncertainty analysis capability for the estimation of evapotranspiration in an arid oasis region
Wu, Min, Feng, Qi, Wen, Xiaohu, Deo, Ravinesh C., Yin, Zhenliang, Yang, Linshan and Sheng, Danrui. 2020. "Random forest predictive model development with uncertainty analysis capability for the estimation of evapotranspiration in an arid oasis region." Hydrology Research: an international journal. 51 (4), pp. 648-665. https://doi.org/10.2166/nh.2020.012Article
Measured UV Exposures of Ironman, Sprint and Olympic-Distance Triathlon Competitors
Downs, Nathan J., Axelsen, Taryn, Parisi, Alfio V., Schouten, Peter W. and Dexter, Ben R.. 2020. "Measured UV Exposures of Ironman, Sprint and Olympic-Distance Triathlon Competitors." Atmosphere. 11 (5), pp. 1-15. https://doi.org/10.3390/atmos11050440Article
Evaluation of shade profiles while walking in urban environments: A case study from inner suburban Sydney, Australia
Igoe, Damien P., Downs, Nathan J., Parisi, Alfio V. and Amar, Abdurazaq. 2020. "Evaluation of shade profiles while walking in urban environments: A case study from inner suburban Sydney, Australia." Building and Environment. 177, pp. 1-7. https://doi.org/10.1016/j.buildenv.2020.106873Article
How are we progressing with academic numeracy at regional universities? Perspectives from first-year undergraduate studies
Woolcott, Geoff, Galligan, Linda, Whannell, Robert, Marshman, Margaret, Axelsen, Taryn, Schmalz, Jelena and Sultanova, Nargiz. 2021. "How are we progressing with academic numeracy at regional universities? Perspectives from first-year undergraduate studies." Mathematics Education Research Journal. 33, pp. 451-468. https://doi.org/10.1007/s13394-020-00312-3Article
Physiological and metabolic effects of yellow mangosteen (Garcinia dulcis) rind in rats with food-induced metabolic syndrome
John, Oliver D., Mouatt, Peter, Majzoub, Marwan E., Thomas, Torsten, Panchal, Sunil K. and Brown, Lindsay. 2019. "Physiological and metabolic effects of yellow mangosteen (Garcinia dulcis) rind in rats with food-induced metabolic syndrome." International Journal of Molecular Sciences. 21 (1), pp. 1-29. https://doi.org/10.3390/ijms21010272Article
Stormwater runoff and pollution retention performances of permeable pavements and the effects of structural factors
Liu, Wen, Feng, Qi, Chen, Weiping and Deo, Ravinesh C.. 2020. "Stormwater runoff and pollution retention performances of permeable pavements and the effects of structural factors." Environmental Science and Pollution Research. 27 (24), pp. 30831-30843. https://doi.org/10.1007/s11356-020-09220-2Article
Evolution of non-stationary pulses in a cold magnetized quark-gluon plasma
Fogaca, D. A., Fariello, R., Navarra, F. S. and Stepanyants, Y. A.. 2020. "Evolution of non-stationary pulses in a cold magnetized quark-gluon plasma." Communication on Nonlinear Sciences and Numerical Simulation. 83. https://doi.org/10.1016/j.cnsns.2019.105144Article
Multisource multimedia data understanding: special theme issue of Multimedia Tools and Applications, Vol. 78, No. 33221
Zhang, Shichao, Wang, Ruili, Tao, Xiaohui and Zhu, Yingying. 2019. Multisource multimedia data understanding: special theme issue of Multimedia Tools and Applications, Vol. 78, No. 33221. New York, United States. Springer.Edited journal
A structural graph-coupled advanced machine learning ensemble model for disease risk prediction in a telehealthcare environment
Lafta, Raid, Zhang, Ji, Tao, Xiaohui, Li, Yan, Diykh, Mohammed and Lin, Jerry Chun-Wei. 2018. "A structural graph-coupled advanced machine learning ensemble model for disease risk prediction in a telehealthcare environment." Roy, Sanjiban Sekhar, Samui, Pijushi, Deo, Ravinesh and Ntalampiras, Stalampiras (ed.) Big data in engineering applications. Singapore. Springer. pp. 363-384Edited book (chapter)
Enhanced sequence labeling based on latent variable conditional random fields
Lin, Jerry Chun-Wei, Shao, Yinan, Zhang, Ji and Yun, Unil. 2020. "Enhanced sequence labeling based on latent variable conditional random fields." Neurocomputing. 403, pp. 431-440. https://doi.org/10.1016/j.neucom.2020.04.102Article
Spatial mapping of short-term solar radiation prediction incorporating geostationary satellite images coupled with deep convolutional LSTM networks for South Korea
Yeom, Jong-Min, Deo, Ravinesh C., Adamowski, Jan F., Park, Seonyoung and Lee, Chang-Suk. 2020. "Spatial mapping of short-term solar radiation prediction incorporating geostationary satellite images coupled with deep convolutional LSTM networks for South Korea." Environmental Research Letters. 15 (9), pp. 1-10. https://doi.org/10.1088/1748-9326/ab9467Article
SLIND+: stable LINk detection
Zhang, Ji, Tan, Leonard, Tao, Xiaohui, Li, Hongzhou, Chen, Fulong and Luo, Yonglong. 2020. "SLIND+: stable LINk detection." Hou U, Leong, Yang, Jian, Cai, Yi, Karlapalem, Kamalakar, Liu, An and Huang, Xin (ed.) 20th International Conference on Web Information Systems Engineering (WISE 2019): Workshop, Demo and Tutorial. Hong Kong, China 19 - 22 Jan 2020 Singapore. https://doi.org/10.1007/978-981-15-3281-8_8Paper
Classification of Logical Vulnerability Based on Group Attacking Method
Nabi, Faisal, Yong, Jianming and Tao, Xaiohui. 2020. "Classification of Logical Vulnerability Based on Group Attacking Method." 11th International Conference on Ambient Systems, Networks and Technologies (ANT 2020). Warsaw Poland 06 - 09 Apr 2020 Netherlands. Elsevier. https://doi.org/10.1016/j.procs.2020.03.109Paper
A novel differential privacy recommendation method based on distributed framework
Zheng, Xiaoyao, Luo, Yonglong, Zhang, Ji, Sun, Liping and Chen, Fulong. 2018. "A novel differential privacy recommendation method based on distributed framework." Tong, Hanghang, Li, Zhenhui (Jessie), Zhu, Feida and Yu, Jeffrey (ed.) 2018 Workshop on Scalable and Applicable Recommendation Systems (SAREC 2018), in conjunction with the 18th IEEE International Conference on Data Mining (ICDM 2018). Singapore 17 - 20 Nov 2018 Los Alamitos, California. https://doi.org/10.1109/ICDMW.2018.00189Paper
Development of Advanced Computer Aid Model for Shear Strength of Concrete Slender Beam Prediction
Sharafati, Ahmad, Haghbin, Masoud, Aldlemy, Mohammed Suleman, Mussa, Mohamed H., Al Zand, Ahmed W., Ali, Mumtaz, Bhagat, Suraj Kumar, Al-Ansari, Nadhir and Yaseen, Zaher Mundher. 2020. "Development of Advanced Computer Aid Model for Shear Strength of Concrete Slender Beam Prediction." Applied Sciences. 10 (11), pp. 1-25. https://doi.org/10.3390/app10113811Article
Spectral density constraints on wireless communication
Alhasnawi, Mohammad Kaisb Layous, Abdulla, Shahab, Fatseas, David and Addie, Ronald G.. 2020. "Spectral density constraints on wireless communication." Heliyon. 6 (5), pp. 1-7. https://doi.org/10.1016/j.heliyon.2020.e03979Article
Dietary saturated fatty acids modulate pain behaviour in trauma-induced osteoarthritis in rats
Sekar, Sunderajhan, Panchal, Sunil K., Ghattamaneni, Naga K. R., Brown, Lindsay, Crawford, Ross, Xiao, Yin and Prasadam, Indira. 2020. "Dietary saturated fatty acids modulate pain behaviour in trauma-induced osteoarthritis in rats." Nutrients. 12 (2). https://doi.org/10.3390/nu12020509Article
Integrative stochastic model standardization with genetic algorithm for rainfall pattern forecasting in tropical and semi-arid environments
Salih, Sinan Q., Sharafati, Ahmad, Ebtehaj, Isa, Sanikhani, Hadi, Siddique, Ridwan, Deo, Ravinesh C., Bonakdari, Hossein, Shahid, Shamsuddin and Yaseen, Zaher Mundher. 2020. "Integrative stochastic model standardization with genetic algorithm for rainfall pattern forecasting in tropical and semi-arid environments." Hydrological Sciences Journal. 65 (7), pp. 1145-1157. https://doi.org/10.1080/02626667.2020.1734813Article
Mining health knowledge graph for health risk prediction
Tao, Xiaohui, Pham, Thuan, Zhang, Ji, Yong, Jianming, Goh, Wee Pheng, Zhang, Wenping and Cai, Yi. 2020. "Mining health knowledge graph for health risk prediction." World Wide Web. 23 (4), pp. 2341-2362. https://doi.org/10.1007/s11280-020-00810-1Article
REISCH: incorporating lightweight and reliable algorithms into healthcare applications of WSNs
Al-Zubaidie, Mishall, Zhang, Zhongwei and Zhang, Ji. 2020. "REISCH: incorporating lightweight and reliable algorithms into healthcare applications of WSNs." Applied Sciences. 10 (6), pp. 1-36. https://doi.org/10.3390/app10062007Article
Association between work-related features and coronary artery disease: a heterogeneous hybrid feature selection integrated with balancing approach
Nasarian, Elham, Abdar, Moloud, Fahami, Mohammad Amin, Alizadehsani, Roohallah, Hussain, Sadiq, Basiri, Mohammad Ehsan, Zomorodi-Moghadam, Mariam, Zhou, Xujuan, Plawiak, Pawel, Acharya, U. Rajendra, Tan, Ru-San and Sarrafzadegan, Nizal. 2020. "Association between work-related features and coronary artery disease: a heterogeneous hybrid feature selection integrated with balancing approach." Pattern Recognition Letters. 133, pp. 33-40. https://doi.org/10.1016/j.patrec.2020.02.010Article
Computational Social Science as the ultimate Web Intelligence
Tao, Xiaohui, Velasquez-Silva, Juan Domingo, Liu, Jiming and Zhong, Ning. 2020. "Computational Social Science as the ultimate Web Intelligence." World Wide Web. 23 (3), pp. 1743-1745. https://doi.org/10.1007/s11280-020-00801-2Editorial
Hybridized neural fuzzy ensembles for dust source modeling and prediction
Rahmati, Omid, Panahi, Mahdi, Ghiasi, Seid Saeid, Deo, Ravinesh C., Tiefenbacher, John P., Pradhan, Biswajeet, Jahani, Ali, Goshtasb, Hamid, Kornejady, Aiding, Shahabi, Himan, Shirzadi, Ataollah, Khosravi, Hassan, Moghaddam, Davoud Davoudi, Mohtashamian, Maryamsadat and Bui, Dieu Tien. 2020. "Hybridized neural fuzzy ensembles for dust source modeling and prediction." Atmospheric Environment. 224, pp. 1-11. https://doi.org/10.1016/j.atmosenv.2020.117320Article
Constructing a knowledge-based heterogeneous information graph for medical health status classification
Pham, Thuan, Tao, Xiaohui, Zhang, Ji and Yong, Jianming. 2020. "Constructing a knowledge-based heterogeneous information graph for medical health status classification." Health Information Science and Systems. 8 (1). https://doi.org/10.1007/s13755-020-0100-6Article
Relational intelligence recognition in online social networks - a survey
Zhang, Ji, Tan, Leonard, Tao, Xiaohui, Pham, Thuan and Chen, Bing. 2020. "Relational intelligence recognition in online social networks - a survey." Computer Science Review. 35. https://doi.org/10.1016/j.cosrev.2019.100221Article
Global solar radiation estimation and climatic variability analysis using extreme learning machine based predictive model
Tao, Hai, Sharafati, Ahmad, Mohammed, Achite, Salih, Sinan Q., Deo, Ravinesh C., Al-Ansari, Nadhir and Yaseen, Zaher Mundher. 2020. "Global solar radiation estimation and climatic variability analysis using extreme learning machine based predictive model." IEEE Access. 8, pp. 12026-12042. https://doi.org/10.1109/ACCESS.2020.2965303Article
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