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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A Global Fireball Observatory
Devillepoix, H. A. R., Cupak, M., Bland, P. A., Sansom, E. K., Towner, M. C., Howie, R. M., Hartig, B. A. D., Jansen-Sturgeon, T., Shober, P. M., Anderson, S. L., Benedix, G. K., Busan, D., Sayers, R., Jenniskens, P., Albers, J., Herd, C. D. K., Hill, P. J. A., Brown, P. G., Krzeminski, Z., ..., Tate, J. R.. 2020. "A Global Fireball Observatory." Planetary and Space Science. 191, pp. 1-10. https://doi.org/10.1016/j.pss.2020.105036Article
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
Finding an optimum set of roles in a CPAC model
Kabir, Enamul, Wang, Hua and Sun, Lili. 2019. "Finding an optimum set of roles in a CPAC model." 2019 International Conference on Networking and Network Applications (NaNA 2019). Daegu City, Korea 10 - 13 Oct 2019 Piscataway, United States. https://doi.org/10.1109/NaNA.2019.00014Paper
A preliminary study for the risk of probabilistic blockchain protocols
Sello, Buti, Tao, Xiaohui and Yong, Jianming. 2019. "A preliminary study for the risk of probabilistic blockchain protocols." 6th International Conference on Behavioral, Economic, and Socio-Cultural Computing (BESC 2019). Beijing, China 28 - 30 Oct 2019 New York, United States. https://doi.org/10.1109/BESC48373.2019.8963205Paper
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
Protecting privacy in digital era on cloud architecture for banking and financial services industry
Mahalle, Abhishek, Yong, Jianming and Tao, Xiaohui. 2019. "Protecting privacy in digital era on cloud architecture for banking and financial services industry." 6th International Conference on Behavioral, Economic, and Socio-Cultural Computing (BESC 2019). Beijing, China 28 - 30 Oct 2019 New York, United States. https://doi.org/10.1109/BESC48373.2019.8963459Paper
Ethics of IT security team for cloud architecture infrastructure in banking and financial services industry
Mahalle, Abhishek, Yong, Jianming and Tao, Xiaohui. 2019. "Ethics of IT security team for cloud architecture infrastructure in banking and financial services industry." 23rd IEEE International Conference on Computer Supported Cooperative Work in Design (IEEE CSCWD 2019). Porto, Portugal 06 - 08 May 2019 New York, United States. https://doi.org/10.1109/CSCWD.2019.8791928Paper
Insider threat and mitigation for cloud architecture infrastructure in banking and financial services industry
Mahalle, Abhishek, Yong, Jianming and Tao, Xiaohui. 2019. "Insider threat and mitigation for cloud architecture infrastructure in banking and financial services industry." 23rd IEEE International Conference on Computer Supported Cooperative Work in Design (IEEE CSCWD 2019). Porto, Portugal 06 - 08 May 2019 New York, United States. https://doi.org/10.1109/CSCWD.2019.8791906Paper
Privacy Preserving Computation in Home Loans Using the FRESCO Framework
Chan, Fook Mun, Xu, Quanqing, Seah, Hao Jian, Keoh, Sye Loong, Tang, Zhaohui and Aung, Khin Mi Mi. 2019. "Privacy Preserving Computation in Home Loans Using the FRESCO Framework." Kacprzyk, Janusz (ed.) 2018 Future of Information and Communication Conference (FICC 2018). Singapore 05 - 06 Apr 2018 Switzerland. https://doi.org/10.1007/978-3-030-03405-4_7Paper
An intuitive dashboard for Bayesian Network inference
Reddy, Vikas, Farr, Anna Charisse, Wu, Paul, Mengersen, Kerrie and Yarlagadda, Prasad K. D. V.. 2014. "An intuitive dashboard for Bayesian Network inference." 2nd International Conference on Mathematical Modeling in Physical Sciences (IC-MSQUARE 2013). Prague, Czech Republic 01 - 05 Sep 2013 Bristol, United Kingdom. https://doi.org/10.1088/1742-6596/490/1/012023Paper
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
Identification and Incidence of Mood Profile Clusters Among Sport Participants
Terry, P. and Parsons-Smith, R.. 2019. "Identification and Incidence of Mood Profile Clusters Among Sport Participants." 2019 ASICS SMA Conference (ASICS SMA 2019). Twin Waters, Australia 23 - 26 Oct 2019 Chatswood, Australia. Elsevier. https://doi.org/10.1016/j.jsams.2019.08.129Paper
Modeling wheat yield with data-intelligent algorithms: artificial neural network versus genetic programming and minimax probability machine regression
Ali, Mumtaz and Deo, Ravinesh C.. 2020. "Modeling wheat yield with data-intelligent algorithms: artificial neural network versus genetic programming and minimax probability machine regression." Samui, Pijush, Bui, Dieu Tien, Chakraborty, Subrata and Deo, Ravinesh C. (ed.) Handbook of probabilistic models. Oxford, United Kingdom. Elsevier. pp. 37-87Edited 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)
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
Experimental Study on the Rainfall-Runoff Responses of Typical Urban Surfaces and Two Green Infrastructures Using Scale-Based Models
Liu, Wen, Feng, Qi, Deo, Ravinesh C., Yao, Lei and Wei, Wei. 2020. "Experimental Study on the Rainfall-Runoff Responses of Typical Urban Surfaces and Two Green Infrastructures Using Scale-Based Models ." Environmental Management (New York): an international journal for decision-makers, scientists and environmental auditors. 66 (4), pp. 683-693. https://doi.org/10.1007/s00267-020-01339-9Article
SLIND: identifying stable links in online social networks
Zhang, Ji, Tan, Leonard, Tao, Xiaohui, Zheng, Xiaoyao, Luo, Yonglong and Lin, Jerry Chun-Wei. 2018. "SLIND: identifying stable links in online social networks." Pei, Jian, Sadiq, Shazia, Manolopoulos, Yannis and Li, Jianxin (ed.) 23rd International Conference on Database Systems for Advanced Applications (DASFAA 2018). Gold Coast, Australia 21 - 24 May 2018 Switzerland. https://doi.org/10.1007/978-3-319-91458-9_54Paper
Anonymization of multiple and personalized sensitive attributes
Lin, Jerry Chun-Wei, Liu, Qiankun, Fournier-Viger, Philippe, Djenouri, Youcef and Zhang, Ji. 2018. "Anonymization of multiple and personalized sensitive attributes." Ordonez, Carlos and Bellatreche, Ladjel (ed.) 20th International Conference on Big Data Analytics and Knowledge Discovery (DaWaK 2018). Regensburg, Germany 03 - 06 Sep 2018 Cham, Switzerland. https://doi.org/10.1007/978-3-319-98539-8_16Paper
ITIL processes to control operational risk in cloud architecture infrastructure for banking and financial services industry
Mahalle, Abhishek, Yong, Jianming and Tao, Xiaohui. 2018. "ITIL processes to control operational risk in cloud architecture infrastructure for banking and financial services industry." 5th International Conference on Behavioral, Economic, and Socio-Cultural Computing (BESC 2018). Kaohsiung, Taiwan 12 - 14 Nov 2018 Los Alamitos, CA, United States. https://doi.org/10.1109/BESC.2018.8697294Paper
Welcome message BESC 2018
Wang, Leon S. L., Hong, Tzung-Pei, Xu, Guandong, Ting, I-Hsien and Tao, Xiaohui. 2018. "Welcome message BESC 2018." 5th International Conference on Behavioral, Economic, and Socio-Cultural Computing (BESC 2018). Kaohsiung, Taiwan 12 - 14 Nov 2018 Los Alamitos, CA, United States. https://doi.org/10.1109/BESC.2018.8697887Other
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
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
Better Service from Understanding the Social Network Behaviour in the Internet
Albdair, Mostfa, Addie, Ronald G. and Kist, Alexander. 2019. "Better Service from Understanding the Social Network Behaviour in the Internet." 2018 IEEE Region 10 Conference (TENCON 2018). Jeju, South Korea 28 - 31 Oct 2018 Piscataway, United States. https://doi.org/10.1109/TENCON.2018.8650301Paper
The 1st International Workshop on Context-Aware Recommendation Systems with Big Data Analytics (CARS-BDA)
Zhou, Xiangmin, Zhang, Ji and Zhang, Yanchun. 2019. "The 1st International Workshop on Context-Aware Recommendation Systems with Big Data Analytics (CARS-BDA)." 12th ACM International Conference on Web Search and Data Mining (WSDM 2019). Melbourne, Australia 11 - 15 Feb 2019 New York, United States. https://doi.org/10.1145/3289600.3291372Paper
Solar System Physics for Exoplanet Research
Horner, J., Kane, S. R., Marshall, J. P., Dalba, P. A., Holt, T. R., Wood, J., Maynard-Casely, H. E., Wittenmyer, R., Lykawka, P. S., Hill, M., Salmeron, R., Bailey, J., Lohne, T., Agnew, M., Carter, B. D. and Tylor, C. C. E.. 2020. "Solar System Physics for Exoplanet Research." Publications of the Astronomical Society of the Pacific. 132 (1016), pp. 1-115. https://doi.org/10.1088/1538-3873/ab8eb9Article
Quantifying the Influence of Jupiter on the Earth’s Orbital Cycles
Horner, Jonathan, Vervoort, Pam, Kane, Stephen R., Ceja, Alma Y., Waltham, David, Gilmore, James and Kirtland Turner, Sandra. 2020. "Quantifying the Influence of Jupiter on the Earth’s Orbital Cycles." The Astronomical Journal. 159 (1), pp. 1-16. https://doi.org/10.3847/1538-3881/ab5365Article
The GALAH survey: temporal chemical enrichment of the galactic disc
Lin, Jane, Asplund, Martin, Ting, Yuan-Sen, Casagrande, Luca, Buder, Sven, Bland-Hawthorn, Joss, Casey, Andrew R., de Silva, Gayandhi M., D'Orazi, Valentina, Freeman, Ken C., Kos, Janez, Lind, K., Martell, Sarah L., Sharma, Sanjib, Simpson, Jeffrey D., Zwitter, Tomaz, Zucker, Daniel B., Minchev, Ivan, Cotar, Klemen, ..., Zerjal, Marusa. 2020. "The GALAH survey: temporal chemical enrichment of the galactic disc." Monthly Notices of the Royal Astronomical Society. 491 (2), pp. 2043-2056. https://doi.org/10.1093/mnras/stz3048Article
The GALAH Survey: Chemically tagging the Fimbulthul stream to the globular cluster ω Centauri
Simpson, Jeffrey D., Martell, Sarah L., Da Costa, Gary, Horner, Jonathan, Wyse, Rosemary F. G., Ting, Yuan-Sen, Asplund, Martin, Bland-Hawthorn, Joss, Buder, Sven, de Silva, Gayandhi M., Freeman, Ken C., Kos, Janez, Lewis, Geraint F., Lind, Karin, Sharma, Sanjib, Zucker, Daniel B., Zwitter, Tomaz, Cotar, Klemen, Cottrell, Peter L. and Nordlander, Thomas. 2020. "The GALAH Survey: Chemically tagging the Fimbulthul stream to the globular cluster ω Centauri." Monthly Notices of the Royal Astronomical Society. 491 (3), pp. 3374-3384. https://doi.org/10.1093/mnras/stz3105Article
The Pan-Pacific Planet Search - VIII. Complete results and the occurrence rate of planets around low-luminosity giants
Wittenmyer, Robert A., Butler, R. P., Horner, Jonathan, Clark, Jake, Tinney, C. G., Carter, B. D., Wang, Liang, Johnson, John Asher and Collins, Michaela. 2020. "The Pan-Pacific Planet Search - VIII. Complete results and the occurrence rate of planets around low-luminosity giants." Monthly Notices of the Royal Astronomical Society. 491 (4), pp. 5248-5257. https://doi.org/10.1093/mnras/stz3378Article
Cool Jupiters greatly outnumber their toasty siblings: occurrence rates from the Anglo-Australian Planet Search
Wittenmyer, Robert A., Wang, Songhu, Horner, Jonathan, Butler, R. P., Tinney, C. G., Carter, B. D., Wright, D. J., Jones, H. R. A., Bailey, J., O'Toole, S. J. and Johns, Daniel. 2020. "Cool Jupiters greatly outnumber their toasty siblings: occurrence rates from the Anglo-Australian Planet Search." Monthly Notices of the Royal Astronomical Society. 492 (1), pp. 377-383. https://doi.org/10.1093/mnras/stz3436Article
The GALAH survey: chemodynamics of the solar neighbourhood
Hayden, Michael R., Bland-Hawthorn, Joss, Sharma, Sanjib, Freeman, Ken, Kos, Janez, Buder, Sven, Anguiano, Borja, Asplund, Martin, Chen, Boquan, de Silva, Gayandhi M., Khanna, Shourya, Lin, Jane, Horner, Jonathan, Martell, Sarah, Ting, Yuan-Sen, Wyse, Rosemary, Zucker, Daniel and Zwitter, Tomaz. 2020. "The GALAH survey: chemodynamics of the solar neighbourhood." Monthly Notices of the Royal Astronomical Society. 493 (2), pp. 2952-2964. https://doi.org/10.1093/mnras/staa335Article
Stability analysis of three exoplanet systems
Marshall, J. P., Horner, J., Wittenmyer, R. A., Clark, J. T. and Mengel, M. W.. 2020. "Stability analysis of three exoplanet systems." Monthly Notices of the Royal Astronomical Society. 494 (2), pp. 2280-2288. https://doi.org/10.1093/mnras/staa847Article
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