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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Modelling zero-truncated overdispersed antenatal health care count data of women in Bangladesh
Hossain, Zakir, Akter, Rozina, Sultana, Nasrin and Kabir, Enamul. 2020. "Modelling zero-truncated overdispersed antenatal health care count data of women in Bangladesh." PLoS One. 15 (1). https://doi.org/10.1371/journal.pone.0227824Article
Development and evaluation of the cascade correlation neural network and the random forest models for river stage and river flow prediction in Australia
Ghorbani, Mohammad Ali, Deo, Ravinesh C., Kim, Sungwon, Kashani, Mahasa Hasanpour, Karimi, Vahid and Izadkhah, Maryam. 2020. "Development and evaluation of the cascade correlation neural network and the random forest models for river stage and river flow prediction in Australia." Soft Computing. 24, pp. 12079-12090. https://doi.org/10.1007/s00500-019-04648-2Article
Causality of climate, food production and conflict over the last two millennia in the Hexi Corridor, China
Yang, Linshan, Feng, Qi, Adamowski, Jan F., Deo, Ravinesh C., Yin, Zhenlaing, Wen, Xiaohu, Tang, Xia and Wu, Min. 2020. "Causality of climate, food production and conflict over the last two millennia in the Hexi Corridor, China." Science of the Total Environment. 713, pp. 1-11. https://doi.org/10.1016/j.scitotenv.2020.136587Article
Mixing characteristics of a film-exciting flapping jet
Wu, M., Xu, M., Mi, J. and Deo, R. C.. 2020. "Mixing characteristics of a film-exciting flapping jet." International Journal of Heat and Fluid Flow. 82, pp. 1-9. https://doi.org/10.1016/j.ijheatfluidflow.2019.108532Article
Influence of Clouds on OMI Satellite Total Daily UVA Exposure over a 12-year Period at a Southern Hemisphere Site
A Jebar, Mustapha A., Parisi, Alfio V., Downs, Nathan J. and Turner, Joanna. 2020. "Influence of Clouds on OMI Satellite Total Daily UVA Exposure over a 12-year Period at a Southern Hemisphere Site." International Journal of Remote Sensing. 41 (1), pp. 272-283. https://doi.org/10.1080/01431161.2019.1641243Article
Enhanced deep learning algorithm development to detect pain intensity from facial expression images
Bargshady, Ghazal, Zhou, Xujuan, Deo, Ravinesh C., Soar, Jeffery, Whittaker, Frank and Wang, Hua. 2020. "Enhanced deep learning algorithm development to detect pain intensity from facial expression images." Expert Systems with Applications. 149, pp. 1-10. https://doi.org/10.1016/j.eswa.2020.113305Article
A general extensible learning approach for multi-disease recommendations in a telehealth environment
Lafta, Raid, Zhang, Ji, Tao, Xiaohui, Zhu, Xiaodong, Li, Hongzhou, Chang, Liang and Deo, Ravinesh. 2020. "A general extensible learning approach for multi-disease recommendations in a telehealth environment ." Pattern Recognition Letters. 132, pp. 106-114. https://doi.org/10.1016/j.patrec.2018.11.006Article
Complex networks approach for depth of anesthesia assessment
Diykh, Mohammed, Li, Yan, Wen, Peng and Li, Tianning. 2018. "Complex networks approach for depth of anesthesia assessment." Measurement. 119, pp. 178-189. https://doi.org/10.1016/j.measurement.2018.01.024Article
A review on the ability of smartphones to detect ultraviolet (UV) radiation and their potential to be used in UV research and for public education purposes
Turner, Joanna, Igoe, Damien, Parisi, Alfio V., McGonigle, Andrew J., Amar, Abdurazaq and Wainwright, Lisa. 2020. "A review on the ability of smartphones to detect ultraviolet (UV) radiation and their potential to be used in UV research and for public education purposes." Science of the Total Environment. 706, pp. 1-15. https://doi.org/10.1016/j.scitotenv.2019.135873Article
Glass transmitted solar irradiances on horizontal and sun-normal planes evaluated with a smartphone camera
Dawes, Adrian J., Igoe, Damien P., Rummenie, Katherine.J. and Parisi, Alfio V.. 2020. "Glass transmitted solar irradiances on horizontal and sun-normal planes evaluated with a smartphone camera." Measurement. 153, pp. 1-7. https://doi.org/10.1016/j.measurement.2019.107410Article
A hybrid air quality early-warning framework: an hourly forecasting model with online sequential extreme learning machines and empirical mode decomposition algorithms
Sharma, Ekta, Deo, Ravinesh C., Prasad, Ramendra and Parisi, Alfio V.. 2020. "A hybrid air quality early-warning framework: an hourly forecasting model with online sequential extreme learning machines and empirical mode decomposition algorithms." Science of the Total Environment. 709, pp. 1-23. https://doi.org/10.1016/j.scitotenv.2019.135934Article
Machine learning approaches for spatial modeling of agricultural droughts in the south-east region of Queensland Australia
Rahmati, Omid, Falah, Fatemeh, Dayal, Kavina Shaanu, Deo, Ravinesh C., Mohammadi, Farnoush, Biggs, Trent, Moghaddam, Davoud Davoudi, Naghibi, Seyed Amir and Bui, Dieu Tien. 2020. "Machine learning approaches for spatial modeling of agricultural droughts in the south-east region of Queensland Australia." Science of the Total Environment. 699 (134230). https://doi.org/10.1016/j.scitotenv.2019.134230Article
Security and Forensics in the Internet of Things: Research Advances and Challenges
Yang, Wencheng, Johnstone, Michael N., Sikos, Leslie F. and Wang, Song. 2020. "Security and Forensics in the Internet of Things: Research Advances and Challenges." 2020 Workshop on Emerging Technologies for Security in IoT (ETSecIoT). Sydney, Australia 21 - 21 Apr 2020 Australia. IEEE (Institute of Electrical and Electronics Engineers). pp. 12-17 https://doi.org/10.1109/ETSecIoT50046.2020.00007Paper
Complete ensemble empirical mode decomposition hybridized with random forest and kernel ridge regression model for monthly rainfall forecasts
Ali, Mumtaz, Prasad, Ramendra, Xiang, Yong and Yaseen, Z.. 2020. "Complete ensemble empirical mode decomposition hybridized with random forest and kernel ridge regression model for monthly rainfall forecasts." Journal of Hydrology. 584, pp. 1-15. https://doi.org/10.1016/j.jhydrol.2020.124647Article
A hybrid representation based simile component extraction
Ren, Da, Zhang, Pengfei, Li, Qing, Tao, Xiaohui, Chen, Junying and Cai, Yi. 2020. "A hybrid representation based simile component extraction." Neural Computing and Applications. 32 (18), pp. 14655-14665. https://doi.org/10.1007/s00521-020-04818-6Article
Efficient chain structure for high-utility sequential pattern mining
Lin, Jerry Chun-Wei, Li, Yuanfa, Fournier-Viger, Philippe, Djenouri, Youcef and Zhang, Ji. 2020. "Efficient chain structure for high-utility sequential pattern mining." IEEE Access. 8, pp. 40714-40722. https://doi.org/10.1109/ACCESS.2020.2976662Article
Mathematica code for implementing the aggregate EMF
Alhasnawi, Mohammad and Addie, Ron. 2020. Mathematica code for implementing the aggregate EMF. Heliyon Journal.Technical report
Simulation α of EEG using brain network model
Al-Hossenat, Auhood, Wen, Paul and Li, Yan. 2017. "Simulation α of EEG using brain network model." Al-Mahaidi, Riadh, Al-Mosawe, Alaa and Al-Younis, Mohamed (ed.) First MoHESR and HCED Iraqi Scholars Conference in Australasia 2017 (ISCA 2017). Melbourne, Australia 05 - 06 Dec 2017 Melbourne, Australia.Paper
Exoplanets in the Antarctic Sky. IV. Dual-band Photometry of Variables Found by the CSTAR-II Commissioning Survey at the North Sky
Zhu, Jiapeng, Zhang, Hui, Liang, En-Si, Yu, Zhouyi, Yang, Ming, Zhou, Ji-lin, Cui, Xiangqun, Du, Fujia, Gong, Xuefei, Gu, Bozhong, Hu, Lei, Jiang, Peng, Liu, Huigen, Li, Xiaoyan, Li, Zhengyang, Mould, Jeremy, Sun, Tianrui, Suntzeff, Nicholas B., Tao, Charling, ..., Lu, Hongke. 2020. "Exoplanets in the Antarctic Sky. IV. Dual-band Photometry of Variables Found by the CSTAR-II Commissioning Survey at the North Sky." The Astronomical Journal. 159 (4). https://doi.org/10.3847/1538-3881/ab7449Article
Direct modelling of speech emotion from raw speech
Latif, Siddique, Rana, Rajib, Khalifa, Sara, Jurdak, Raja and Epps, Julien. 2019. "Direct modelling of speech emotion from raw speech." 20th Annual Conference of the International Speech Communication Association: Crossroads of Speech and Language (INTERSPEECH 2019). Graz, Austria 15 - 19 Sep 2019 France. https://doi.org/10.21437/Interspeech.2019-3252Paper
FRIOD: a deeply integrated feature-rich interactive system for effective and efficient outlier detection
Zhu, Xiaodong, Zhang, Ji, Li, Hongzhou, Fournier-Viger, Philippe, Lin, Jerry Chun-Wei and Chang, Liang. 2017. "FRIOD: a deeply integrated feature-rich interactive system for effective and efficient outlier detection." IEEE Access. 5, pp. 25682-25695. https://doi.org/10.1109/ACCESS.2017.2771237Article
Preparing teachers to instruct students with autism in inclusive settings: Australian pre-service teachers’ and recent graduates’ perspectives - an exploratory case study
Devi, Aruna. 2019. Preparing teachers to instruct students with autism in inclusive settings: Australian pre-service teachers’ and recent graduates’ perspectives - an exploratory case study. Doctorate other than PhD Doctor of Education. University of Southern Queensland. https://doi.org/10.26192/64jd-sq48Doctorate other than PhD
The Simulated Ocular and Whole-Body Distribution of Natural Sunlight to Kiteboarders: A High-Risk Case of UVR Exposure for Athletes Utilizing Water Surfaces in Sport
Downs, Nathan J., Parisi, Alfio V., Schouten, Peter W., Igoe, Damien P. and De Castro-Maqueda, Guillermo. 2020. "The Simulated Ocular and Whole-Body Distribution of Natural Sunlight to Kiteboarders: A High-Risk Case of UVR Exposure for Athletes Utilizing Water Surfaces in Sport." Photochemistry and Photobiology. 96 (4), pp. 926-935. https://doi.org/10.1111/PHP.13200Article
Proposing a secure component-based-application logic and system’s integration testing approach
Nabi, Faisal, Yong, Jianming and Tao, Xiaohui. 2019. "Proposing a secure component-based-application logic and system’s integration testing approach." International Journal of Information and Electronics Engineering. 11 (1), pp. 25-39. https://doi.org/10.6636/IJEIE.20190911(1).04Article
HATS-13b and HATS-14b: two transiting hot Jupiters from the HATSouth survey
Mancini, L., Hartman, J. D., Penev, K., Bakos, G. A., Brahm, R., Ciceri, S., Henning, Th., Csubry, Z., Bayliss, D., Zhou, G., Rabus, M., de Val-Borro, M., Espinoza, N., Jordan, A., Suc, V., Bhatti, W., Schmidt, B., Sato, B., Tan, T. G., ..., Sari, P.. 2015. "HATS-13b and HATS-14b: two transiting hot Jupiters from the HATSouth survey." Astronomy and Astrophysics: a European journal. 580, pp. 1-13. https://doi.org/10.1051/0004-6361/201526069Article
The classification of frequencies in the gamma Doradus/delta Scuti hybrid star HD 49434
Brunsden, E., Pollard, K. R., Cottrell, P. L., Uytterhoeven, K., Wright, D. J. and De Cat, P.. 2015. "The classification of frequencies in the gamma Doradus/delta Scuti hybrid star HD 49434." Monthly Notices of the Royal Astronomical Society. 447 (3), pp. 2970-2980. https://doi.org/10.1093/mnras/stu2615Article
Affective and sentimental computing
Xie, Haoran, Wong, Tak‑Lam, Wang, Fu Lee, Wong, Raymond, Tao, Xiaohui and Wang, Ran. 2019. "Affective and sentimental computing." International Journal of Machine Learning and Cybernetics. 10 (8), pp. 2043-2044. https://doi.org/10.1007/s13042-019-00977-8Editorial
Mining of high average-utility patterns with item-level thresholds
Lin, Jerry Chun-Wei, Li, Ting, Fournier-Viger, Philippe, Zhang, Ji and Guo, Xiangmin. 2019. "Mining of high average-utility patterns with item-level thresholds." Journal of Internet Technology. 20 (1), pp. 187-194. https://doi.org/10.3966/160792642019012001017Article
High average-utility sequential pattern mining based on uncertain databases
Lin, Jerry Chun-Wei, Li, Ting, Pirouz, Matin, Zhang, Ji and Fournier-Viger, Philippe. 2020. "High average-utility sequential pattern mining based on uncertain databases." Knowledge and Information Systems. 62 (3), pp. 1199-1228. https://doi.org/10.1007/s10115-019-01385-8Article
Efficient and secure multi-dimensional geometric range query over encrypted data in cloud
Li, Xingxin, Zhu, Youwen, Wang, Jian and Zhang, Ji. 2019. "Efficient and secure multi-dimensional geometric range query over encrypted data in cloud." Journal of Parallel and Distributed Computing. 131, pp. 44-54. https://doi.org/10.1016/j.jpdc.2019.04.015Article
The large-scale magnetic fields of planet-hosting solar-type stars
Mengel, Matthew W.. 2017. The large-scale magnetic fields of planet-hosting solar-type stars. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/1nc9-fe53PhD Thesis
Emergency Network Design – Saving Lives by Saving Power
Hadaad, Nabeel, Pitsillides, Andreas, Kolios, Panayiotis, Addie, Ronald G. and Kuras, Alan. 2016. "Emergency Network Design – Saving Lives by Saving Power." 26th International Telecommunication Networks and Applications Conference (ITNAC 2016). Dunedin, New Zealand 07 - 09 Dec 2016 United States. https://doi.org/10.1109/ATNAC.2016.7878775Paper
It’s part of my life and the modelling process
Galligan, Linda, Axelsen, Taryn, Pennicott, Toni, Addie, Ron, Galbraith, Peter and Woolcott, Geoff. 2019. "It’s part of my life and the modelling process ." Journal of Mathematics Teacher Education. 22 (4), pp. 355-378. https://doi.org/10.1007/s10857-019-09426-3Article
VennTags: A file management system based on overlapping sets of tags
Albadri, Nehad, Dekeyser, Stijn and Watson, Richard. 2017. "VennTags: A file management system based on overlapping sets of tags." Sterzer, Wjatscheslaw and van de Sandt, Stephanie (ed.) iConference 2017 Effect, Expand, Evolve: Global Collaboration Across the Information Community. Wuhan, China 22 - 25 Mar 2017 United States. https://doi.org/10.9776/17002Paper
Variational Autoencoders to Learn Latent Representations of Speech Emotion
Latif, Siddique, Rana, Rajib, Qadir, Junaid and Epps, Julien. 2018. "Variational Autoencoders to Learn Latent Representations of Speech Emotion." 19th Annual Conference of the International Speech Communication Association: Speech Research for Emerging Markets in Multilingual Societies (INTERSPEECH 2018). Hyderabad, India 02 - 06 Sep 2018 France. https://doi.org/10.21437/Interspeech.2018-1568Paper
Transfer learning for improving speech emotion classification accuracy
Latif, Siddique, Rana, Rajib, Younis, Shahzad, Qadir, Junaid and Epps, Julien. 2018. "Transfer learning for improving speech emotion classification accuracy." 19th Annual Conference of the International Speech Communication Association: Speech Research for Emerging Markets in Multilingual Societies (INTERSPEECH 2018). Hyderabad, India 02 - 06 Sep 2018 France. https://doi.org/10.21437/Interspeech.2018-1625Paper
A novel approach for component based application logic event attack modeling
Nabi, Faisal, Yong, Jianming and Tao, Xiaohui. 2020. "A novel approach for component based application logic event attack modeling." International Journal of Network Security. 22 (3), pp. 437-443.Article
Beyond the current Smartphone Application: Using smartphone hardware to measure UV radiation
Turner, J., Igoe, D. P., Parisi, A. V., Downs, N. J. and Amar, A.. 2018. "Beyond the current Smartphone Application: Using smartphone hardware to measure UV radiation." NIWA UV Workshop 2018 - UV Radiation: Effects on Human Health and the Environment. Wellington, New Zealand 04 - 06 Apr 2018 New Zealand.Paper
Projected spatial patterns in precipitation and air temperature for China's northwest region derived from high‐resolution regional climate models
Yin, Zhenliang, Feng, Qi, Yang, Linshan, Deo, Ravinesh C., Adamowski, Jan F., Wen, Xiaohu, Jia, Bing and Si, Jianhua. 2020. "Projected spatial patterns in precipitation and air temperature for China's northwest region derived from high‐resolution regional climate models." International Journal of Climatology. 40 (8), pp. 3922-3941. https://doi.org/10.1002/joc.6435Article
Analysis of overdispersed antenatal health care count data
Hossain, Zakir and Kabir, Enamul. 2019. "Analysis of overdispersed antenatal health care count data." Melbourne International Business and Social Science Research Conference 2019. Melbourne, Australia 28 - 30 Sep 2019 Australia.Other
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