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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Obesity, disability and self-perceived health outcomes in Australian adults: a longitudinal analysis using 14 annual waves of the HILDA cohort
Keramat, Syed Afroz, Alam, Khorshed, Ahinkorah, Bright Opoku, Islam, Md Sariful, Islam, Md Irteja, Hossain, Md Zobayer, Ahmed, Sazia, Gow, Jeff and Biddle, Stuart J. H.. 2021. "Obesity, disability and self-perceived health outcomes in Australian adults: a longitudinal analysis using 14 annual waves of the HILDA cohort." ClinicoEconomics and Outcomes Research. 13, pp. 777-788. https://doi.org/10.2147/CEOR.S318094Article
Streamflow prediction using an integrated methodology based on convolutional neural network and long short‑term memory networks
Ghimire, Sujan, Yaseen, Zaher Mundher, Farooque, Aitazaz A., Deo, Ravinesh C., Zhang, Ji and Tao, Xiaohui. 2021. "Streamflow prediction using an integrated methodology based on convolutional neural network and long short‑term memory networks." Scientific Reports. 11, pp. 1-26. https://doi.org/10.1038/s41598-021-96751-4Article
Guided Generative Adversarial Neural Network for Representation Learning and Audio Generation using Fewer Labelled Audio Data
Haque, Kazi Nazmul, Rana, Rajib, Liu, Jiajun, Hansen, John H. L., Cummins, Nicholas, Busso, Carlos and Schuller, Bjorn W.. 2021. "Guided Generative Adversarial Neural Network for Representation Learning and Audio Generation using Fewer Labelled Audio Data." IEEE ACM Transactions on Audio, Speech, and Language Processing. 29, pp. 2575-2590. https://doi.org/10.1109/TASLP.2021.3098764Article
Planet Hunters TESS III: two transiting planets around the bright G dwarf HD 152843
Eisner, N. L., Nicholson, B. A., Barragan, O., Aigrain, S., Lintott, C., Kaye, L., Klein, B., Miller, G., Taylor, J., Zicher, N., Buchhave, L. A., Caldwell, D. A., Horner, J., Llama, J., Mortier, A., Rajpaul, V. M., Stassun, K., Sporer, A., Tkachenko, A., ..., Wilson, G. M.. 2021. "Planet Hunters TESS III: two transiting planets around the bright G dwarf HD 152843." Monthly Notices of the Royal Astronomical Society. 505 (2), pp. 1827-1840. https://doi.org/10.1093/mnras/stab1253Article
Evaluating Risk and Protective Factors for Suicidality and Self-Harm in Australian Adolescents With Traditional Bullying and Cyberbullying Victimizations
Islam, Md Irteja, Yunus, Fakir Md, Kabir, Enamul and Khanam, Rasheda. 2022. "Evaluating Risk and Protective Factors for Suicidality and Self-Harm in Australian Adolescents With Traditional Bullying and Cyberbullying Victimizations." American Journal of Health Promotion. 36 (1), pp. 73-83. https://doi.org/10.1177/08901171211034105Article
Australian eclipses: the Western Australian eclipse of 1974 and the East Coast eclipse of 1976
Lomb, Nick. 2021. "Australian eclipses: the Western Australian eclipse of 1974 and the East Coast eclipse of 1976." Journal of Astronomical History and Heritage. 24 (2), pp. 475-497.Article
The fundamental connections between the Solar System and exoplanetary science
Kane, Stephen R., Arney, Giada N., Byrne, Paul K., Dalba, Paul A., Desch, Steven J., Horner, Jonti, Izenberg, Noam R., Mandt, Kathleen E., Meadows, Victoria S. and Quick, Lynnae C.. 2021. "The fundamental connections between the Solar System and exoplanetary science." Journal of Geophysical Research: Planets. 126 (2). https://doi.org/10.1029/2020JE006643Article
Prophylactic onlay mesh repair (POMR) versus primary suture repair (PSR) for prevention of incisional hernia (IH) after abdominal wall surgery: a systematic review and meta-analysis
Hassan, Maha Awaiz, Yunus, Rossita Mohamad, Khan, Shahjahan and Memon, Muhammed Ashraf. 2021. "Prophylactic onlay mesh repair (POMR) versus primary suture repair (PSR) for prevention of incisional hernia (IH) after abdominal wall surgery: a systematic review and meta-analysis." World Journal of Surgery. 45, pp. 3080 -3091. https://doi.org/10.1007/s00268-021-06238-6Article
Three-party password-based authenticated key exchange protocol based on the computational Diffie-Hellman assumption
Sahi, Aqeel, Lai, David and Li, Yan. 2018. "Three-party password-based authenticated key exchange protocol based on the computational Diffie-Hellman assumption." International Journal of Communication Networks and Distributed Systems. 21 (4), pp. 560-581. https://doi.org/10.1504/IJCNDS.2018.095373Article
Can a submarine be perished by internal waves?
Stepanyants, Yu. A.. 2021. "Can a submarine be perished by internal waves?" Priroda (in Russian).Article
The role of internal transcribed spacer 2 secondary structures in classifying mycoparasitic Ampelomyces
Prahl, Rosa E., Khan, Shahjahan and Deo, Ravinesh C.. 2021. "The role of internal transcribed spacer 2 secondary structures in classifying mycoparasitic Ampelomyces." PLoS One. 16 (6), pp. 1-28. https://doi.org/10.1371/journal.pone.0253772Article
Data revolution and statistics: reshaping society and science
Khan, Shahjahan and Memon, Muhammed Ashraf. 2021. "Data revolution and statistics: reshaping society and science." Hanif, Muhammad and Khan, Shahjahan (ed.) 18th International Conference on Statistical Sciences: Using Statistics for Sustainable Development Goals and Human Development. Lahore, Pakistan 18 - 20 Feb 2021 Lahore, Pakistan.Paper
A framework of developing health care application systems using 6LoWPAN based wireless sensor networks
Zhang, Zhongwei, Wang, Jianxiong and Hu, Xiaohua. 2020. "A framework of developing health care application systems using 6LoWPAN based wireless sensor networks." Ever, Enver and Al-Turjman, Fadi (ed.) 1st EAI International Conference on Forthcoming Networks and Sustainability in the IoT Era. Turkey 01 - 02 Oct 2020 Cham, Switzerland. https://doi.org/10.1007/978-3-030-69431-9_12Paper
Particle and particle-like solitary wave dynamics in fluid media
Raj, Nawin. 2015. Particle and particle-like solitary wave dynamics in fluid media. PhD Thesis Doctor of Philosophy. University of Southern Queensland.PhD Thesis
Evaluation of the Long-term Cumulative UVA Facial Exposure of Queensland School Teachers derived for an Extended Period from the OMI Satellite Irradiance
A Jebar, Mustapha A., Downs, Nathan J., Parisi, Alfio V. and Turner, Joanna. 2021. "Evaluation of the Long-term Cumulative UVA Facial Exposure of Queensland School Teachers derived for an Extended Period from the OMI Satellite Irradiance." Photochemistry and Photobiology. 97 (1), pp. 192-197. https://doi.org/10.1111/php.13329Article
Vetting of 384 TESS Objects of Interest with TRICERATOPS and Statistical Validation of 12 Planet Candidates
Giacalone, Steven, Dressing, Courtney D., Jensen, Eric L. N., Collins, Karen A., Ricker, George R., Vanderspek, Roland, Seager, S., Winn, Joshua N., Jenkins, Jon M., Barclay, Thomas, Barkaoui, Khalid, Cadieux, Charles, Charbonneau, David, Collins, Kevin I., Conti, Dennis M., Doyon, Rene, Evans, Phil, Ghachoui, Mourad, Gillon, Michael, ..., Waite, Ian A.. 2021. "Vetting of 384 TESS Objects of Interest with TRICERATOPS and Statistical Validation of 12 Planet Candidates." The Astronomical Journal. 161 (1), pp. 1-27. https://doi.org/10.3847/1538-3881/abc6afArticle
Deep Learning Forecasts of Soil Moisture: Convolutional Neural Network and Gated Recurrent Unit Models Coupled with Satellite-Derived MODIS, Observations and Synoptic-Scale Climate Index Data
Ahmed, A. A. Masrur, Deo, Ravinesh C., Raj, Nawin, Ghahramani, Afshin, Feng, Qi, Yin, Zhenliang and Yang, Linshan. 2021. "Deep Learning Forecasts of Soil Moisture: Convolutional Neural Network and Gated Recurrent Unit Models Coupled with Satellite-Derived MODIS, Observations and Synoptic-Scale Climate Index Data." Remote Sensing. 13 (4), pp. 1-30. https://doi.org/10.3390/rs13040554Article
Remote Patient Monitoring Using Radio Frequency Identification (RFID) Technology and Machine Learning for Early Detection of Suicidal Behaviour in Mental Health Facilities
Tao, Xiaohui, Shaik, Thanveer Basha, Higgins, Niall, Gururajan, Raj and Zhou, Xujuan. 2021. "Remote Patient Monitoring Using Radio Frequency Identification (RFID) Technology and Machine Learning for Early Detection of Suicidal Behaviour in Mental Health Facilities." Sensors. 21 (3), pp. 1-20. https://doi.org/10.3390/s21030776Article
LSTM integrated with Boruta-random forest optimiser for soil moisture estimation under RCP4.5 and RCP8.5 global warming scenarios
Ahmed, A. A. Masrur, Deo, Ravinesh C., Ghahramani, Afshin, Raj, Nawin, Feng, Qi, Yin, Zhenliang and Yang, Linshan. 2021. "LSTM integrated with Boruta-random forest optimiser for soil moisture estimation under RCP4.5 and RCP8.5 global warming scenarios." Stochastic Environmental Research and Risk Assessment. 35, pp. 1851-1881. https://doi.org/10.1007/s00477-021-01969-3Article
The GALAH survey: characterization of emission-line stars with spectral modelling using autoencoders
Cotar, Klemen, Zwitter, Tomaz, Traven, Gregor, Bland-Hawthorn, Joss, Buder, Sven, Hayden, Michael R., Kos, Janez, Lewis, Geraint F., Martell, Sarah L., Nordlander, Thomas, Stello, Dennis, Horner, Jonathan, Ting, Yuan-Sen, Zerjal, Marusa and Galah Collaboration, .. 2021. "The GALAH survey: characterization of emission-line stars with spectral modelling using autoencoders." Monthly Notices of the Royal Astronomical Society. 500 (4), pp. 4849-4865. https://doi.org/10.1093/mnras/staa2524Article
Statistical comparison of additive regression tree methods on ecological grassland data
Plant, Emily, King, Rachel and Kath, Jarrod. 2021. "Statistical comparison of additive regression tree methods on ecological grassland data." Ecological Informatics. 61, pp. 1-23. https://doi.org/10.1016/j.ecoinf.2020.101198Article
A new framework for classification of multi-category hand grasps using EMG signals
Miften, Firas Sabar, Diykh, Mohammed, Abdulla, Shahab, Siuly, Siuly, Green, Jonathan H. and Deo, Ravinesh C.. 2021. "A new framework for classification of multi-category hand grasps using EMG signals." Artificial Intelligence in Medicine. 112, pp. 1-14. https://doi.org/10.1016/j.artmed.2020.102005Article
Bushfire mitigation and preparation on the Toowoomba Region Escarpment: a research report for Toowoomba Regional Council
Ryan, Barbara, King, Rachel, Lokuge, Weena, Karunasena, Karu and Anderson, Esther. 2020. Bushfire mitigation and preparation on the Toowoomba Region Escarpment: a research report for Toowoomba Regional Council. Toowoomba, Australia. University of Southern Queensland.Project report
Charge prediction modeling with interpretation enhancement driven by double-layer criminal system
Li, Lin, Zhao, Lingyun, Nai, Peiran and Tao, Xiaohui. 2022. "Charge prediction modeling with interpretation enhancement driven by double-layer criminal system." World Wide Web. 25 (1), pp. 381-400. https://doi.org/10.1007/s11280-021-00873-8Article
BDKM: A Blockchain‑Based Secure Deduplication Scheme with Reliable Key Management
Zhang, Guipeng, Xie, Haoran, Yang, Zhenguo, Tao, Xiaohui and Liu, Wenyin. 2022. "BDKM: A Blockchain‑Based Secure Deduplication Scheme with Reliable Key Management." Neural Processing Letters. 54, pp. 2657-2674. https://doi.org/10.1007/s11063-021-10450-9Article
A survey of privacy solutions using blockchain for recommender systems: current status, classification and open issues
Abduljabbar, Tamara Abdulmunim, Tao, Xiaohui, Zhang, Ji, Zhou, Xujuan, Li, Lin and Cai, Yi. 2021. "A survey of privacy solutions using blockchain for recommender systems: current status, classification and open issues." The Computer Journal. 64 (7), pp. 1104-1129. https://doi.org/10.1093/comjnl/bxab065Article
Using back-and-forth translation to create artificial augmented textual data for sentiment analysis models
Body, Thomas, Tao, Xiaohui, Li, Yuefeng, Li, Lin and Zhong, Ning. 2021. "Using back-and-forth translation to create artificial augmented textual data for sentiment analysis models." Expert Systems with Applications. 178, pp. 1-12. https://doi.org/10.1016/j.eswa.2021.115033Article
Creation, Curation and Collaboration – a new framework for content management in academic libraries
Pearse, Tahnee. 2018. "Creation, Curation and Collaboration – a new framework for content management in academic libraries." VALA2018. Melbourne, Australia 13 - 15 Feb 2018Poster
SEECing a Solution: A recipe for the selection and evaluation of electronic content
Pearse, Tahnee and Hay, Catherine. 2019. "SEECing a Solution: A recipe for the selection and evaluation of electronic content." 2019 ALIA Information Online Conference. Sydney, Australia 11 - 15 Feb 2019Other
A textbook case in creating access
Pearse, Tahnee. 2020. "A textbook case in creating access." inCite. 41 (7/8), p. 34.Article
Psychometric properties of the Brunel Mood Scale among athletes and non-athletes in Singapore
Han, Christie S. Y., Parsons-Smith, Renee L., Fogarty, Gerard J. and Terry, Peter C.. 2022. "Psychometric properties of the Brunel Mood Scale among athletes and non-athletes in Singapore." International Journal of Sport and Exercise Psychology. 20 (3), pp. 698-714. https://doi.org/10.1080/1612197X.2021.1919740Article
Deep learning hybrid model with Boruta-Random forest optimiser algorithm for streamflow forecasting with climate mode indices, rainfall, and periodicity
Ahmed, A. A. Masrur, Deo, Ravinesh C., Feng, Qi, Ghahramani, Afshin, Raj, Nawin, Yin, Zhenliang and Yang, Linshan. 2021. "Deep learning hybrid model with Boruta-Random forest optimiser algorithm for streamflow forecasting with climate mode indices, rainfall, and periodicity." Journal of Hydrology. 599, pp. 1-23. https://doi.org/10.1016/j.jhydrol.2021.126350Article
Modeling soil temperature using air temperature features in diverse climatic conditions with complementary machine learning models
Bayatvarkeshi, Maryam, Bhagat, Suraj Kumar, Mohammadi, Kourosh, Kisi, Ozgur, Farahani, M., Hasani, A., Deo, Ravinesh and Yaseen, Zaher Mundher. 2021. "Modeling soil temperature using air temperature features in diverse climatic conditions with complementary machine learning models." Computers and Electronics in Agriculture. 185. https://doi.org/10.1016/j.compag.2021.106158Article
Automated major depressive disorder detection using melamine pattern with EEG signals
Aydemir, Emrah, Tuncer, Tucker, Dogan, Sengul, Gururajan, Raj and Acharya, U. Rajendra. 2021. "Automated major depressive disorder detection using melamine pattern with EEG signals." Applied Intelligence. 51, pp. 6449-6466. https://doi.org/10.1007/s10489-021-02426-yArticle
Functional Foods Research Group: Sunil Panchal
Panchal, Sunil. Functional Foods Research Group: Sunil Panchal. Toowoomba. https://doi.org/10.26192/fx37-p753Dataset
PolarBase Mirror
Marsden, Stephen. PolarBase Mirror. Toowoomba. https://doi.org/10.26192/te1z-wp40Dataset
An EEMD-BiLSTM algorithm integrated with Boruta random forest optimiser for significant wave height forecasting along coastal areas of Queensland, Australia
Raj, Nawin and Brown, Jason. 2021. "An EEMD-BiLSTM algorithm integrated with Boruta random forest optimiser for significant wave height forecasting along coastal areas of Queensland, Australia." Remote Sensing. 13 (8), pp. 1-20. https://doi.org/10.3390/rs13081456Article
Oats in obesity
Carnahan, Sharyn. Oats in obesity. Ipswich. https://doi.org/10.26192/v7g8-md71Dataset
SEQ Ultraviolet and Cloud Measurement Data Collection
Downs, Nathan. SEQ Ultraviolet and Cloud Measurement Data Collection. Toowoomba. https://doi.org/10.26192/9209-3504Dataset
USQ Astronomy Data Repository
Mengel, Matthew. USQ Astronomy Data Repository. Toowoomba. https://doi.org/10.26192/sgky-xy42Dataset
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