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

4045 results found

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Hybrid deep learning method for a week-ahead evapotranspiration forecasting

Ahmed, A. A. Masrur, Deo, Ravinesh C., Feng, Qi, Ghahramani, Afshin, Raj, Nawin, Yin, Zhenliang and Yang, Linshan. 2022. "Hybrid deep learning method for a week-ahead evapotranspiration forecasting." Stochastic Environmental Research and Risk Assessment. 36 (3), pp. 831-849. https://doi.org/10.1007/s00477-021-02078-x

Article

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.S318094

Article

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/s41598-021-96751-4

Article

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/10.1177/08901171211034105

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/10.1029/2020JE006643

Article

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/s00268-021-06238-6

Article

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.2018.095373

Article

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.0253772

Article

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_12

Paper

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.13329

Article

Smoker’s characteristics, general health and their perception of smoking in the social environment: a study of smokers in Rajshahi City, Bangladesh

Kamruzzaman, Md., Hossain, Ahammad and Kabir, Enamul. 2021. "Smoker’s characteristics, general health and their perception of smoking in the social environment: a study of smokers in Rajshahi City, Bangladesh." Journal of Public Health. 30 (6), pp. 1501-1512. https://doi.org/10.1007/s10389-020-01413-w

Article

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/abc6af

Article

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/rs13040554

Article

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/s21030776

Article

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/s00477-021-01969-3

Article

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/staa2524

Article

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.2020.101198

Article

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.2020.102005

Article

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/s11280-021-00873-8

Article

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/s11063-021-10450-9

Article

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.2021.115033

Article

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 2018

Poster

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 2019

Other

A textbook case in creating access

Pearse, Tahnee. 2020. "A textbook case in creating access." inCite. 41 (7/8), p. 34.

Article

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.2021.126350

Article

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.2021.106158

Article

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-y

Article

Functional Foods Research Group: Sunil Panchal

Panchal, Sunil. Functional Foods Research Group: Sunil Panchal. Toowoomba. https://doi.org/10.26192/fx37-p753

Dataset

PolarBase Mirror

Marsden, Stephen. PolarBase Mirror. Toowoomba. https://doi.org/10.26192/te1z-wp40

Dataset

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/rs13081456

Article