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
4106 results found
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Systematic reviews: understanding the best evidence for clinical decision-making in health care: pros and cons
Memon, Muhammed A., Khan, Shahjahan, Alam, Khorshed, Rahman, Md Mizanur and Yunus, Rossita M.. 2021. "Systematic reviews: understanding the best evidence for clinical decision-making in health care: pros and cons." Surgical Laparoscopy, Endoscopy and Percutaneous Techniques. 31 (2), pp. 234-240. https://doi.org/10.1097/SLE.0000000000000889Article
Modulation instability of surface waves in the model with the uniform wind profile
Boral, Susam, Sahoo, Trilochan and Stepanyants, Yury. 2021. "Modulation instability of surface waves in the model with the uniform wind profile." Symmetry. 13. https://doi.org/10.3390/sym13040651Article
An efficient hash based parallel block cipher mode of operation
Sahi, Aqeel, Lai, David and Li, Yan. 2018. "An efficient hash based parallel block cipher mode of operation." 3rd IEEE International Conference on Computer and Communication Systems (ICCCS 2018). Nagoya, Japan 27 - 30 Apr 2018 New York, United States.Paper
Novel short-term solar radiation hybrid model: long short-term memory network integrated with robust local mean decomposition
Huynh, Anh Ngoc-Lan, Deo, Ravinesh C., Ali, Mumtaz, Abdulla, Shahab and Raj, Nawin. 2021. "Novel short-term solar radiation hybrid model: long short-term memory network integrated with robust local mean decomposition." Applied Energy. 298, pp. 1-19. https://doi.org/10.1016/j.apenergy.2021.117193Article
A preliminary study of the impact of lateral head orientations on the current distributions during tDCS
Song, Bo, Menezes de Oliveira, Marilia, Wang, Shuaifang, Li, Yan, Wen, Peng and Ahfock, Tony. 2019. "A preliminary study of the impact of lateral head orientations on the current distributions during tDCS." Liang, Peipeng, Goel, Vinod and Shan, Chunlei (ed.) 12th International Conference on Brain Informatics (BI 2019). Haikou, China 13 - 15 Dec 2019 Cham, Switzerland. https://doi.org/10.1007/978-3-030-37078-7_25Paper
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
Evaluating management strategies for sustainable crop production under changing climate conditions: a system dynamics approach
Pham, Yen Hoang, Reardon-Smith, Kathryn and Deo, Ravinesh C.. 2021. "Evaluating management strategies for sustainable crop production under changing climate conditions: a system dynamics approach." Journal of Environmental Management. 292. https://doi.org/10.1016/j.jenvman.2021.112790Article
An interplay of soil salinization and groundwater degradation threatening coexistence of oasis-desert ecosystems
Yin, Xinwei, Feng, Qi, Li, Yan, Deo, Ravinesh C., Liu, Wei, Zhu, Meng, Zheng, Xinjun and Liu, Ran. 2022. "An interplay of soil salinization and groundwater degradation threatening coexistence of oasis-desert ecosystems." Science of the Total Environment. 806 (2), pp. 1-20. https://doi.org/10.1016/j.scitotenv.2021.150599Article
The detectability of binary star planetary and brown dwarf companions from eclipse timing variations
Getley, A. K., Carter, B., King, R. and O'Toole, S.. 2021. "The detectability of binary star planetary and brown dwarf companions from eclipse timing variations." Monthly Notices of the Royal Astronomical Society. 504 (3), pp. 4291-4301. https://doi.org/10.1093/mnras/stab1207Article
Resampling methods for generating continuous multivariate synthetic data for disclosure control
Khan, Atikur R. and Kabir, Enamul. 2021. "Resampling methods for generating continuous multivariate synthetic data for disclosure control." Journal of Data, Information and Management. 3, pp. 225-235. https://doi.org/10.1007/s42488-021-00054-2Article
A national assessment of elective cesarean sections in Bangladesh and the need for health literacy and accessibility
Afiaz, Awan, Arusha, Anowara Rayhan, Ananna, Nurjahan, Kabir, Enamul and Biswas, Raaj Kishore. 2021. "A national assessment of elective cesarean sections in Bangladesh and the need for health literacy and accessibility." Scientific Reports. 11 (1), pp. 1-12. https://doi.org/10.1038/s41598-021-96337-0Article
Security aspects in modern service component‑oriented application logic for social e‑commerce systems
Nabi, Faisal, Yong, Jianming and Tao, Xiaohui. 2021. "Security aspects in modern service component‑oriented application logic for social e‑commerce systems." Social Network Analysis and Mining. 11 (1). https://doi.org/10.1007/s13278-020-00717-9Article
Influence of sex, age, and education on mood profile clusters
Terry, Peter C., Parsons-Smith, Renee, King, Rachel and Terry, Victoria R.. 2021. "Influence of sex, age, and education on mood profile clusters." PLoS One. 16 (2), pp. 1-16. https://doi.org/10.1371/journal.pone.0245341Article
EUREC4A
Stevens, Bjorn, Bony, Sandrine, Farrell, David, Ament, Felix, Blyth, Alan, Fairall, Christopher, Karstensen, Johannes, Quinn, Patricia K., Speich, Sabrina, Acquistapace, Claudia, Aemisegger, Franziska, Albright, Anna Lea, Bellenger, Hugo, Bodenschatz, Eberhard, Caesar, Kathy-Ann, Chewitt-Lucas, Rebecca, de Boer, Gijs, Delanoe, Julien, Denby, Leif, ..., Zoger, Martin. 2021. "EUREC4A." Earth System Science Data. 13 (8), pp. 4067-4119. https://doi.org/10.5194/essd-13-4067-2021Article
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-xArticle
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
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
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
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-wArticle
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
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
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