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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A novel approach based on integration of convolutional neural networks and echo state network for daily electricity demand prediction
Ghimire, Sujan, Nguyen-Huy, Thong, AL-Musaylh, Mohanad S., Deo, Ravinesh, Casillas-Perez, David and Salcedo-sanz, Sancho. 2023. "A novel approach based on integration of convolutional neural networks and echo state network for daily electricity demand prediction." Energy. 275, p. 127430. https://doi.org/10.1016/j.energy.2023.127430Article
Surface water electrical conductivity and bicarbonate ion determination using a smart hybridization of optimal Boruta package with Elman recurrent neural network
Jamei, Mehdi, Ali, Mumtaz, Karimi, Bakhtiar, Karbasi, Masoud, Farooque, Aitataz Ahsan and Yaseen, Zaher Mundher. 2023. "Surface water electrical conductivity and bicarbonate ion determination using a smart hybridization of optimal Boruta package with Elman recurrent neural network." Process Safety and Environmental Protection. 174, pp. 115-134. https://doi.org/10.1016/j.psep.2023.03.062Article
Student Perceptions of Online Engagement
Redmond, Petrea, Alexsen, Megan, Maloney, Suzanne, Turner, Joanna, Brown, Alice, Basson, Marita, Galligan, Linda, Lawrence, Jill and Henderson, Robyn. 2023. "Student Perceptions of Online Engagement." Online Learning Journal. 27 (1), pp. 383-403. https://doi.org/10.24059/olj.v27i1.3320Article
Creation of weakly interacting lumps by degeneration of lump chains in the KP1 equation
Zhang, Zhao, Guo, Qi and Stepanyants, Yury. 2023. "Creation of weakly interacting lumps by degeneration of lump chains in the KP1 equation." Chaos, Solitons and Fractals. 170, pp. 1-13. https://doi.org/10.1016/j.chaos.2023.113398Article
TOI-4562b: A Highly Eccentric Temperate Jupiter Analog Orbiting a Young Field Star
Heitzmann, Alexis, Zhou, George, Quinn, Samuel N., Huang, Chelsea X., Dong, Jiayin, Bouma, L. G., Dawson, Rebekah I., Marsden, Stephen C., Wright, Duncan, Petit, Pascal, Collins, Karen A., Barkaoui, Khalid, Wittenmyer, Robert A., Gillen, Edward, Brahm, Rafael, Hobson, Melissa, Hellier, Coel, Ziegler, Carl, Briceno, César, ..., Daylan, Tansu. 2023. "TOI-4562b: A Highly Eccentric Temperate Jupiter Analog Orbiting a Young Field Star." The Astronomical Journal. 165 (3), pp. 1-17. https://doi.org/10.3847/1538-3881/acb5a2Article
Accurate Image Multi-Class Classification Neural Network Model with Quantum Entanglement Approach
Riaz, Farina, Abdulla, Shahab, Suzuki, Hajime, Ganguly, Srinjoy, Deo, Ravinesh C. and Hopkins, Susan. 2023. "Accurate Image Multi-Class Classification Neural Network Model with Quantum Entanglement Approach." Sensors. 23 (5), pp. 1-11. https://doi.org/10.3390/s23052753Article
Near real-time wind speed forecast model with bidirectional LSTM networks
Joseph, Lionel P., Deo, Ravinesh C., Prasad, Ramendra, Salcedo-Sanz, Sancho, Raj, Nawin and Soar, Jeffrey. 2023. "Near real-time wind speed forecast model with bidirectional LSTM networks." Renewable Energy. 204, pp. 39-58. https://doi.org/10.1016/j.renene.2022.12.123Article
A novel global solar exposure forecasting model based on air temperature: Designing a new multi-processing ensemble deep learning paradigm
Jamei, Mehdi, Karbasi, Masoud, Ali, Mumtaz, Malik, Anurag, Chu, Xuefeng and Yaseen, Zaher Mundher. 2023. "A novel global solar exposure forecasting model based on air temperature: Designing a new multi-processing ensemble deep learning paradigm." Expert Systems with Applications. 222. https://doi.org/10.1016/j.eswa.2023.119811Article
Body weight sub-populations are associated with significant different welfare, health and egg production status in Australian commercial free-range laying hens in an aviary system
Sibanda, T.Z., Kolakshyapati, M., Walkden-Brown, S.W., de Souza Vilela, J., Courtice J.M. and Ruhnke, I.. 2020. "Body weight sub-populations are associated with significant different welfare, health and egg production status in Australian commercial free-range laying hens in an aviary system ." European Poultry Science. 84. https://doi.org/10.1399/eps.2020.295Article
Downscaling Surface Albedo to Higher Spatial Resolutions With an Image Super-Resolution Approach and PROBA-V Satellite Images
Deo, Ravinesh C., Karalasingham, Sagthitharan, Casillas-Perez, David, Raj, Narwin and Salcedo-sanz, Sancho. 2023. "Downscaling Surface Albedo to Higher Spatial Resolutions With an Image Super-Resolution Approach and PROBA-V Satellite Images." IEEE Access. 11, pp. 5558-5577. https://doi.org/10.1109/ACCESS.2023.3236253Article
Variability and long-term change in Australian monsoon rainfall: A review
Heidemann, Hanna, Cowan, Tim, Henley, Benjamin J., Ribbe, Joachim, Freund, Mandy and Power, Scott. 2023. "Variability and long-term change in Australian monsoon rainfall: A review ." WIREs Climate Change. 14 (3). https://doi.org/10.1002/wcc.823Article
Design data decomposition-based reference evapotranspiration forecasting model: A soft feature filter based deep learning driven approach
Zheng, Zihao, Ali, Mumtaz, Jamei, Mehdi, Xiang, Yong, Karbasi, Masoud, Yaseen, Zaher Mundher and Farooque, Aitazaz Ahsan. 2023. "Design data decomposition-based reference evapotranspiration forecasting model: A soft feature filter based deep learning driven approach." Engineering Applications of Artificial Intelligence. 121. https://doi.org/10.1016/j.engappai.2023.105984Article
Numerical Evaluation of the Human Skull with Focused Ultrasound Stimulation
Huang, Yi, Wen, Peng, Song, Bo and Li, Yan. 2023. "Numerical Evaluation of the Human Skull with Focused Ultrasound Stimulation ." Acoustics Australia. 51 (2), p. 233–241. https://doi.org/10.1007/s40857-023-00289-6Article
Determinants of maternal morbidity during pregnancy in urban Bangladesh
Hossain, Zakir, Afroz, Nilima, Sharmin, Sabina, Sharmin, Sayema and Kabir, Enamul. 2023. "Determinants of maternal morbidity during pregnancy in urban Bangladesh." PLoS One. 18 (2), pp. 1-11. https://doi.org/10.1371/journal.pone.0268487Article
Estimation of the slope parameter in a linear regression model under a bounded loss function
Mahdizadeh, Z., Qomi, M. Naghizadeh and Khan, Shahjahan. 2023. "Estimation of the slope parameter in a linear regression model under a bounded loss function." Communications in Statistics: Theory and Methods. 52 (16), pp. 5799-5813. https://doi.org/10.1080/03610926.2021.2020292Article
Real-time epilepsy seizure detection based on EEG using tunable-Q wavelet transform and convolutional neural network
Shen, Mingkan, Wen, Peng, Song, Bo and Li, Yan. 2023. "Real-time epilepsy seizure detection based on EEG using tunable-Q wavelet transform and convolutional neural network." Biomedical Signal Processing and Control. 82. https://doi.org/10.1016/j.bspc.2022.104566Article
Investigating blended learning interactions in Philippine schools through the community of inquiry framework
Villaneuva, Juliet Aleta R., Redmond, Petrea, Galligan, Linda and Eacersall, Douglas. 2024. "Investigating blended learning interactions in Philippine schools through the community of inquiry framework ." Asia Pacific Education Review. 25 (4), pp. 813-828. https://doi.org/10.1007/s12564-023-09826-4Article
Analysis of internal solitary waves in the Gulf of Oman and sources responsible for their generation
Koohestani, Kamran, Stepanyants, Yury and Allahdadi, Mohammad Nabi. 2023. "Analysis of internal solitary waves in the Gulf of Oman and sources responsible for their generation." Water: an open access journal. 15 (4), pp. 1-28. https://doi.org/10.3390/w15040746Article
Ensemble robust local mean decomposition integrated with random forest for short-term significant wave height forecasting
Ali, Mumtaz, Prasad, Ramendra, Xiang, Yong, Jamei, Mehdi and Yaseen, Zaher Mundher. 2023. "Ensemble robust local mean decomposition integrated with random forest for short-term significant wave height forecasting." Renewable Energy. 205, pp. 731-746. https://doi.org/10.1016/j.renene.2023.01.108Article
Solitary waves and their interactions in the cylindrical Korteweg–de Vries equation
Hu, Wencheng, Ren, Jingli and Stepanyants, Y.. 2023. "Solitary waves and their interactions in the cylindrical Korteweg–de Vries equation." Symmetry. 15. https://doi.org/10.3390/sym15020413Article
Correction to: Working conditions and occupational stress among nurses in Bangladesh: a cross-sectional pilot study
Islam, Md Irteja, Alam, Kh Md Watin, Keramat, Syed Afroz, Murshid, Munzur E., Haque, Rezwanul, Kabir, Enamul, Khanam, Rasheda and Khan, Manjurul Haque. 2023. "Correction to: Working conditions and occupational stress among nurses in Bangladesh: a cross-sectional pilot study ." Journal of Public Health: Zeitschrift fuer Gesundheitswissenschaften. 31 (1), pp. 161-161. https://doi.org/10.1007/s10389-021-01482-5Notes or commentaries
An intelligent model involving multi-channels spectrum patterns based features for automatic sleep stage classification
Abdulla, Shahab, Diykh, Mohammed, Siuly, Siuly and Ali, Mumtaz. 2023. "An intelligent model involving multi-channels spectrum patterns based features for automatic sleep stage classification." International Journal of Medical Informatics. 171. https://doi.org/10.1016/j.ijmedinf.2023.105001Article
Developing a novel hybrid method based on dispersion entropy and adaptive boosting algorithm for human activity recognition
Diykh, Mohammed, Abdulla, Shahab, Deo, Ravinesh C, Siuly, Siuly and Ali, Mumtaz. 2023. "Developing a novel hybrid method based on dispersion entropy and adaptive boosting algorithm for human activity recognition." Computer Methods and Programs in Biomedicine. 229. https://doi.org/10.1016/j.cmpb.2022.107305Article
Efficacy of Management Efforts to Reduce Food-Related Dingo–Human Interactions and Conflict on K’gari (Fraser Island), Australia
Behrendorff, Linda, King, Rachel and Allen, Benjamin. 2023. "Efficacy of Management Efforts to Reduce Food-Related Dingo–Human Interactions and Conflict on K’gari (Fraser Island), Australia." Animals. 13 (2). https://doi.org/10.3390/ani13020204Article
Cloud cover bias correction in numerical weather models for solar energy monitoring and forecasting systems with kernel ridge regression
Deo, Ravinesh C., Ahmed, A.A. Masrur, Casillas-Perez, David, Pourmousavi, S. Ali, Segal, Gary, Yu, Yanshan and Salcedo-sanz, Sancho. 2023. "Cloud cover bias correction in numerical weather models for solar energy monitoring and forecasting systems with kernel ridge regression." Renewable Energy. 203, pp. 113-130. https://doi.org/10.1016/j.renene.2022.12.048Article
Development of a TVF-EMD-based multi-decomposition technique integrated with Encoder-Decoder-Bidirectional-LSTM for monthly rainfall forecasting
Jamei, Mehdi, Ali, Mumtaz, Malik, Anurag, Karbasi, Masoud, Rai, Priya and Yaseen, Zaher Mundher. 2023. "Development of a TVF-EMD-based multi-decomposition technique integrated with Encoder-Decoder-Bidirectional-LSTM for monthly rainfall forecasting." Journal of Hydrology. 617 (Part C). https://doi.org/10.1016/j.jhydrol.2023.129105Article
Using an inventory cluster approach for assessing bushfire preparedness and information needs in vulnerable communities
Ryan, Barbara, King, Rachel, Lokuge, Weena, Karunasena, Warna and Anderson, Esther. 2023. "Using an inventory cluster approach for assessing bushfire preparedness and information needs in vulnerable communities." Natural Hazards. 115, p. 1697–1714. https://doi.org/10.1007/s11069-022-05614-2Article
Stroke Localization Using Multiple Ridge Regression Predictors Based on Electromagnetic Signals
Gao, Shang, Zhu, Guohun, Bialkowski, Alina and Zhou, Xujuan. 2023. "Stroke Localization Using Multiple Ridge Regression Predictors Based on Electromagnetic Signals." Mathematics. 11 (2), pp. 1-9. https://doi.org/10.3390/math11020464Article
Remote patient monitoring using artificial intelligence: Current state, applications, and challenges
Shaik, Thanveer, Tao, Xiaohui, Higgins, Niall, Li, Li, Gururajan, Raj, Zhou, Xujuan and Acharya, U. Rajendra. 2023. "Remote patient monitoring using artificial intelligence: Current state, applications, and challenges." WIREs Data Mining and Knowledge Discovery. 13 (2). https://doi.org/10.1002/widm.1485Article
Serial Cross-Sectional Observations of Sun-Protective Behaviors at an Annual Outdoor Motorsport Event in Tropical Queensland, Australia
Dexter, Ben, Smith, Annika, King, Rachel, Downs, Nathan J., Nikles, Catherine Jane, Parisi, Alfio V., Ho, Yik-Hong and Harrison, Simone Lee. 2023. "Serial Cross-Sectional Observations of Sun-Protective Behaviors at an Annual Outdoor Motorsport Event in Tropical Queensland, Australia ." Photochemistry and Photobiology. 99 (5), pp. 1352-1356. https://doi.org/10.1111/php.13773Article
CNN Based Image Classification of Malicious UAVs
Brown, Jason, Gharineiat, Zahra and Raj, Nawin. 2023. "CNN Based Image Classification of Malicious UAVs." Applied Sciences. 13 (1), pp. 1-13. https://doi.org/10.3390/app13010240Article
Speech Synthesis with Mixed Emotions
Zhou, Kun, Sisman, Berrak, Rana, R., Schuller, Bjorn W. and Li, Haizhou. 2023. "Speech Synthesis with Mixed Emotions." IEEE Transactions on Affective Computing. 14 (4), pp. 3120-3134. https://doi.org/10.1109/TAFFC.2022.3233324Article
Detection of alcoholic EEG signals based on whole brain connectivity and convolution neural networks
Shen, Mingkan, Wen, Peng, Song, Bo and Li, Yan. 2023. "Detection of alcoholic EEG signals based on whole brain connectivity and convolution neural networks." Biomedical Signal Processing and Control. 79 (Part 2). https://doi.org/10.1016/j.bspc.2022.104242Article
TOI-2109: An Ultrahot Gas Giant on a 16 hr Orbit
Wong, Ian, Shporer, Avi, Zhou, George, Kitzmann, Daniel, Komacek, Thaddeus D., Tan, Xianyu, Tronsgaard, Rene, Buchhave, Lars A., Vissapragada, Shreyas, Greklek-McKeon, Michael, Rodriguez, Joseph E., Ahlers, John P., Quinn, Samuel N., Furlan, Elise, Howell, Steve B., Bieryla, Allyson, Heng, Kevin, Knutson, Heather A., Collins, Karen A., ..., Villasenor, Jesus Noel. 2021. "TOI-2109: An Ultrahot Gas Giant on a 16 hr Orbit." The Astronomical Journal. 162 (6), pp. 1-28. https://doi.org/10.3847/1538-3881/ac26bdArticle
Dependency-aware software requirements selection using fuzzy graphs and integer programming
Mougouei, Davoud and Powers, David M.W.. 2021. "Dependency-aware software requirements selection using fuzzy graphs and integer programming." Expert Systems with Applications. 167, pp. 1-23. https://doi.org/10.1016/j.eswa.2020.113748Article
Deep Multi-Stage Reference Evapotranspiration Forecasting Model: Multivariate Empirical Mode Decomposition Integrated With the Boruta-Random Forest Algorithm
Jayasinghe, W. J. M. Lakmini Prarthana, Deo, Ravinesh C., Ghahramani, Afshin, Ghimire, Sujan and Raj, Nawin. 2021. "Deep Multi-Stage Reference Evapotranspiration Forecasting Model: Multivariate Empirical Mode Decomposition Integrated With the Boruta-Random Forest Algorithm." IEEE Access. 9, pp. 166695-166708. https://doi.org/10.1109/ACCESS.2021.3135362Article
Dependency-aware release planning for software projects using fuzzy graphs and integer programming
Mougouei, Davoud and Powers, David M. W.. 2019. "Dependency-aware release planning for software projects using fuzzy graphs and integer programming." Journal of Intelligent and Fuzzy Systems. 37 (3), pp. 3693-3707. https://doi.org/10.3233/JIFS-182810Article
A fuzzy framework for prioritization and partial selection of security requirements in software projects
Mougouei, Davoud, Powers, David M.W. and Mougouei, Elahe. 2019. "A fuzzy framework for prioritization and partial selection of security requirements in software projects." Journal of Intelligent and Fuzzy Systems. 37 (2), pp. 2671-2686. https://doi.org/10.3233/JIFS-182907Article
Dependency-aware software release planning through mining user preferences
Mougouei, Davoud and Powers, David M. W.. 2020. "Dependency-aware software release planning through mining user preferences." Soft Computing. 24 (15), pp. 11673-11693. https://doi.org/10.1007/s00500-019-04630-yArticle
Two Young Planetary Systems around Field Stars with Ages between 20 and 320 Myr from TESS
Zhou, George, Quinn, Samuel N., Irwin, Jonathan, Huang, Chelsea X., Collins, Karen A., Bouma, Luke G., Khan, Lamisha, Landrigan, Anaka, Vanderburg, Andrew M., Rodriguez, Joseph E., Latham, David W., Torres, Guillermo, Douglas, Stephanie T., Bieryla, Allyson, Esquerdo, Gilbert A., Berlind, Perry, Calkins, Michael L., Buchhave, Lars A., Charbonneau, David, ..., Colon, Knicole D.. 2021. "Two Young Planetary Systems around Field Stars with Ages between 20 and 320 Myr from TESS." The Astronomical Journal. 161 (1). https://doi.org/10.3847/1538-3881/abba22Article
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