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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Application of deep learning models for automated identification of Parkinson’s disease: a review (2011–2021)
Loh, Hui Wen, Hong, Wanrong, Ooi, Chui Ping, Chakraborty, Subrata, Barua, Prabal Datta, Deo, Ravinesh C., Soar, Jeffrey, Palmer, Elizabeth E. and Acharya, U. Rajendra. 2021. "Application of deep learning models for automated identification of Parkinson’s disease: a review (2011–2021)." Sensors. 21, pp. 1-27. https://doi.org/10.3390/s21217034Article
Hidden geometry of bidirectional grid-constrained stochastic processes
Taranto, Aldo and Khan, Shahjahan. 2021. "Hidden geometry of bidirectional grid-constrained stochastic processes." Journal of Probability and Statistics. 2021, pp. 1-13. https://doi.org/10.1155/2021/9944543Article
Solar ultraviolet radiation, shade profile and heat index survey report: New South Wales playgrounds (2020 - 2021)
Downs, Nathan J.. 2021. Solar ultraviolet radiation, shade profile and heat index survey report: New South Wales playgrounds (2020 - 2021). Unpublished.Technical report
Artificial intelligence models for suspended river sediment prediction: state-of-the art, modeling framework appraisal, and proposed future research directions
Tao, Hai, Al-Khafaji, Zainab S., Qi, Chongchong, Zounemat-Kermani, Mohammad, Kisi, Ozgur, Tiyasha, Tiyasha, Chau, Kwok-Wing, Nourani, Vahid, Melesse, Assefa M., Elhakeem, Mohamed, Farooque, Aitazaz Ahsan, Nejadhashemi, A. Pouyan, Khedher, Khaled Mohamed, Alawi, Omer A., Deo, Ravinesh C., Shahid, Shamsuddin, Singh, Vijay P. and Yaseen, Zaher Mundher. 2021. "Artificial intelligence models for suspended river sediment prediction: state-of-the art, modeling framework appraisal, and proposed future research directions." Engineering Applications of Computational Fluid Mechanics. 15 (1), pp. 1585-1612. https://doi.org/10.1080/19942060.2021.1984992Article
Iterated logarithm bounds of bi-directional grid constrained stochastic processes
Taranto, Aldo, Khan, Shahjahan and Addie, Ron. 2021. "Iterated logarithm bounds of bi-directional grid constrained stochastic processes." Global and Stochastic Analysis. 8 (3), pp. 19-39.Article
A hybrid approach for COVID-19 detection using biogeography-based optimization and deep learning
Venkatachalam, K., Siuly, Siuly, Kumar, M. Vinoth, Lalwani, Praveen, Mishra, Manas and Kabir, Enamul. 2021. "A hybrid approach for COVID-19 detection using biogeography-based optimization and deep learning." Computers, Materials and Continua. 70 (2), pp. 3717-3732. https://doi.org/10.32604/cmc.2022.018487Article
Special issue on “Artificial Intelligence in Health Informatics”
Siuly, Siuly, Aickelin, Uwe, Kabir, Enamul, Huang, Zhisheng and Zhang, Yanchun. 2021. "Special issue on “Artificial Intelligence in Health Informatics”." Health Information Science and Systems. 9 (1), pp. 1-4. https://doi.org/10.1007/s13755-021-00155-7Editorial
Survey of Deep Representation Learning for Speech Emotion Recognition
Latif, Siddique, Rana, Rajib, Khalifa, Sara, Jurdak, Raja, Qadir, Junaid and Schuller, Bjorn. 2023. "Survey of Deep Representation Learning for Speech Emotion Recognition." IEEE Transactions on Affective Computing. 14 (2), pp. 1634-1654. https://doi.org/10.1109/TAFFC.2021.3114365Article
Estimating income-related and area-based inequalities in mental health among nationally representative adolescents in Australia: the concentration index approach
Islam, Md Irteja, Ormsby, Gail M., Kabir, Enamul and Khanam, Rasheda. 2021. "Estimating income-related and area-based inequalities in mental health among nationally representative adolescents in Australia: the concentration index approach." PLoS One. 16 (9), pp. 1-14. https://doi.org/10.1371/journal.pone.0257573Article
Towards a Compressive-Sensing-Based Lightweight Encryption Scheme for the Internet of Things
Xue, Wanli, Luo, Chengwen, Shen, Yiran, Rana, Rajib, Lan, Guohao, Jha, Sanjay, Seneviratne, Aruna and Hu, Wen. 2021. "Towards a Compressive-Sensing-Based Lightweight Encryption Scheme for the Internet of Things." IEEE Transactions on Mobile Computing. 20 (10), pp. 3049-3065. https://doi.org/10.1109/TMC.2020.2992737Article
Maternal health and health-related behaviours and their associations with child health: evidence from an Australian birth cohort
Ahmad, Kabir, Kabir, Enamul, Keramat, Sayed Afroz and Khanam, Rasheda. 2021. "Maternal health and health-related behaviours and their associations with child health: evidence from an Australian birth cohort." PLoS One. 16 (9), pp. 1-18. https://doi.org/10.1371/journal.pone.0257188Article
A census of eddies in the tropical eastern boundary of the Indian Ocean
Azis Ismail, M. F., Ribbe, J., Arifin, T., Taofiqurohman, A. and Anggoro, D.. 2021. "A census of eddies in the tropical eastern boundary of the Indian Ocean." Journal of Geophysical Research: Oceans. 126 (6). https://doi.org/10.1029/2021JC017204Article
A novel approach based on genetic algorithm to speed up the discovery of classification rules on GPUs
Roui, Mohammad Beheshti, Zomorodi, Mariam, Sarvelayati, Masoomeh, Abdar, Moloud, Noori, Hamid, Plawiak, Pawel, Tadeusiewicz, Ryszard, Zhou, Xujuan, Khosravi, Abbas, Nahavandi, Saeid and Acharya, U. Rajendra. 2021. "A novel approach based on genetic algorithm to speed up the discovery of classification rules on GPUs." Knowledge-Based Systems. 231. https://doi.org/10.1016/j.knosys.2021.107419Article
Seasonal climate influences on the timing of the Australian monsoon onset
Lisonbee, Joel and Ribbe, Joachim. 2021. "Seasonal climate influences on the timing of the Australian monsoon onset." Weather and Climate Dynamics. 2 (2), pp. 489-506. https://doi.org/10.5194/wcd-2-489-2021Article
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
Does Course Specific Nudging Enhance Student Engagement, Experience and Success?: A Data-Driven Longitudinal Tale
Lawrence, Jill, Brown, Alice, Redmond, Petrea, Maloney, Suzanne, Basson, Marita, Galligan, Linda and Turner, Joanna. 2021. "Does Course Specific Nudging Enhance Student Engagement, Experience and Success?: A Data-Driven Longitudinal Tale." Student Success. 12 (2), pp. 28-37. https://doi.org/10.5204/ssj.1914Article
A Review of the State of the Art in Privacy and Security in the eHealth Cloud
Sahi, Aqeel, Lai, David and Li, Yan. 2021. "A Review of the State of the Art in Privacy and Security in the eHealth Cloud." IEEE Access. 9, pp. 104127-104141. https://doi.org/10.1109/ACCESS.2021.3098708Article
Hydrodynamic models of astrophysical wormholes: the general concept
Churilov, Semyon and Stepanyants, Yury. 2021. "Hydrodynamic models of astrophysical wormholes: the general concept." Physics of Fluids. 33 (7). https://doi.org/10.1063/5.0056877Article
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. https://doi.org/10.3724/SP.J.1440-2807.2021.02.10Article
A thermophysical and dynamical study of the Hildas, (1162) Larissa, and (1911) Schubart
Chavez, Cristian F., Muller, T. G., Marshall, J. P., Horner, J., Drass, H. and Carter, B.. 2021. "A thermophysical and dynamical study of the Hildas, (1162) Larissa, and (1911) Schubart." Monthly Notices of the Royal Astronomical Society. 502 (4), pp. 4981-4992. https://doi.org/10.1093/mnras/stab251Article
Astrocladistics of the Jovian Trojan Swarms
Holt, Timothy R., Horner, Jonathan, Nesvorny, David, King, Rachel, Popescu, Marcel, Carter, Brad D. and Tylor, Christopher C. E.. 2021. "Astrocladistics of the Jovian Trojan Swarms." Monthly Notices of the Royal Astronomical Society. 504 (2), pp. 1571-1608. https://doi.org/10.1093/mnras/stab894Article
The GALAH survey: no chemical evidence of an extragalactic origin for the Nyx stream
Zucker, Daniel B., Simpson, Jeffrey D., Martell, Sarah L., Lewis, Geraint F., Casey, Andrew R., Ting, Yuan-Sen, Horner, Jonathan, Nordlander, Thomas, Wyse, Rosemary F. G., Zwitter, Tomaz, Bland-Hawthorn, Joss, Buder, Sven, Asplund, Martin, de Silva, Gayandhi M., D'Orazi, Valentina, Freeman, Ken C., Hayden, Michael R., Kos, Janez, Lin, Jane, ..., Stello, Dennis. 2021. "The GALAH survey: no chemical evidence of an extragalactic origin for the Nyx stream." The Astrophysical Journal Letters. 912 (2), pp. 1-7. https://doi.org/10.3847/2041-8213/abf7cdArticle
The GALAH survey: using galactic archaeology to refine our knowledge of TESS target stars
Clark, Jake T., Clerte, Mathieu, Hinkel, Natalie R., Unterborn, Cayman T., Wittenmyer, Robert A., Horner, Jonathan, Wright, Duncan J., Carter, Brad, Morton, Timothy D., Spina, Lorenzo, Asplund, Martin, Buder, Sven, Bland-Hawthorn, Joss, Casey, Andy, de Silva, Gayandhi, D'Orazi, Valentina, Duong, Ly, Hayden, Michael, Freeman, Ken, ..., Amarsi, Anish M.. 2021. "The GALAH survey: using galactic archaeology to refine our knowledge of TESS target stars." Monthly Notices of the Royal Astronomical Society. 504 (4), pp. 4968-4989. https://doi.org/10.1093/mnras/stab1052Article
TOI-954 b and K2-329 b: short-period Saturn-mass planets that test whether irradiation leads to inflation
Sha, Lizhou, Huang, Chelsea X., Shporer, Avi, Rodriguez, Joseph E., Vanderburg, Andrew, Brahm, Rafael, Hagelberg, Janis, Matthews, Elisabeth C., Ziegler, Carl, Livingston, John H., Stassun, Keivan G., Wright, Duncan J., Crane, Jeffrey D., Espinoza, Nestor, Bouchy, Francois, Bakos, Gaspar A., Collins, Karen A., Zhou, George, Bieryla, Allyson, ..., Villanueva, Steven. 2021. "TOI-954 b and K2-329 b: short-period Saturn-mass planets that test whether irradiation leads to inflation." The Astronomical Journal. 161 (2). https://doi.org/10.3847/1538-3881/abd187Article
A transiting warm giant planet around the young active star TOI-201
Hobson, Melissa J., Brahm, Rafael, Jordan, Andres, Espinoza, Nestor, Kossakowski, Diana, Henning, Thomas, Rojas, Felipe, Schlecker, Martin, Sarkis, Paula, Trifonov, Trifon, Thorngren, Daniel, Binnenfeld, Avraham, Shahaf, Sahar, Zucker, Shay, Ricker, George R., Latham, David W., Seager, S., Winn, Joshua N., Jenkins, Jon M., ..., Wright, Duncan J.. 2021. "A transiting warm giant planet around the young active star TOI-201." The Astronomical Journal. 161 (5). https://doi.org/10.3847/1538-3881/abeaa1Article
The GALAH survey: chemical homogeneity of the Orion complex
Kos, Janez, Bland-Hawthorn, Joss, Buder, Sven, Nordlander, Thomas, Spina, Lorenzo, Beeson, Kevin L., Lind, Karin, Asplund, Martin, Freeman, Ken, Hayden, Michael R., Lewis, Geraint F., Martell, Sarah L., Sharma, Sanjib, de Silva, Gayandhi, Simpson, Jeffrey D., Zucker, Daniel B., Zwitter, Tomaz, Cotar, Klemen, Horner, Jonti, ..., Traven, Gregor. 2021. "The GALAH survey: chemical homogeneity of the Orion complex." Monthly Notices of the Royal Astronomical Society. 506 (3), pp. 4232-4250. https://doi.org/10.1093/mnras/stab1767Article
Initial characterization of active transitioning centaur, P/2019 LD2 (ATLAS), using Hubble, Spitzer, ZTF, Keck, Apache Point Observatory, and GROWTH visible and infrared imaging and spectroscopy
Bolin, Bryce T., Fernandez, Yanga R., Lisse, Carey M., Holt, Timothy R., Lin, Zhong-Yi, Purdum, Josiah N., Deshmukh, Kunal P., Bauer, James M., Bellm, Eric C., Bodewits, Dennis, Burdge, Kevin B., Carey, Sean J., Copperwheat, Chris M., Helou, George, Ho, Anna Y. Q., Horner, Jonathan, van Roestel, Jan, Bhalerao, Varun, Chang, Chan-Kao, ..., Zolkower, Jeffry. 2021. "Initial characterization of active transitioning centaur, P/2019 LD2 (ATLAS), using Hubble, Spitzer, ZTF, Keck, Apache Point Observatory, and GROWTH visible and infrared imaging and spectroscopy." The Astronomical Journal. 161 (3). https://doi.org/10.3847/1538-3881/abd94bArticle
Hidden diversity of Macrophomina associated with broadacre and horticultural crops in Australia
Poudel, Barsha, Shivas, Roger G., Adorada, Dante L., Barbetti, Martin J., Bithell, Sean L., Kelly, Lisa A., Moore, Natalie, Sparks, Adam H., Tan, Yu Pei, Thomas, Geoff, van Leur, Joop and Vaghefi, Niloofar. 2021. "Hidden diversity of Macrophomina associated with broadacre and horticultural crops in Australia." European Journal of Plant Pathology. 161, pp. 1-23. https://doi.org/10.1007/s10658-021-02300-0Article
Addressing cumulative harm: responding to chronic child maltreatment in the context of an intensive family support service
Collier, Simone and Bryce, India. 2021. "Addressing cumulative harm: responding to chronic child maltreatment in the context of an intensive family support service." Journal of Children's Services. 16 (3), pp. 249-266. https://doi.org/10.1108/JCS-10-2020-0058Article
A novel spectral entropy-based index for assessing the depth of anaesthesia
Ra, Jee Sook, Li, Tianning and Li, Yan. 2021. "A novel spectral entropy-based index for assessing the depth of anaesthesia." Brain Informatics. 8 (1). https://doi.org/10.1186/s40708-021-00130-8Article
Detection of k-complexes in EEG signals using a multi-domain feature extraction coupled with a least square support vector machine classifier
Al-Salman, Wessam, Li, Yan and Wen, Peng. 2021. "Detection of k-complexes in EEG signals using a multi-domain feature extraction coupled with a least square support vector machine classifier." Neuroscience Research. 172, pp. 26-40. https://doi.org/10.1016/j.neures.2021.03.012Article
Transformation of envelope solitons on a bottom step
Ducrozet, Guillaume, Slunyaev, Alexey and Stepanyants, Yury. 2021. "Transformation of envelope solitons on a bottom step." Physics of Fluids. 33. https://doi.org/10.1063/5.0054806Article
Evaluation of multivariate adaptive regression splines and artificial neural network for prediction of mean sea level trend around northern Australian coastlines
Raj, Nawin and Gharineiat, zahra. 2021. "Evaluation of multivariate adaptive regression splines and artificial neural network for prediction of mean sea level trend around northern Australian coastlines." Mathematics. 9 (21), pp. 1-20. https://doi.org/10.3390/math9212696Article
Australian rapid-response airborne observation of the Hayabusa2 reentry
Zander, Fabian, Buttsworth, David R., Birch, Byrenn, Noller, Lachlan, Wright, Duncan, James, Christopher M., Thompson, Matthew, Apirana, Steven, Leis, John, Lobsey, Craig and Payne, Allan. 2021. "Australian rapid-response airborne observation of the Hayabusa2 reentry." Journal of Spacecraft and Rockets. 58 (6), pp. 1915-1919. https://doi.org/10.2514/1.A35062Article
TESS delivers five new hot giant planets orbiting bright stars from the full-frame images
Rodriguez, Joseph E., Quinn, Samuel N., Zhou, George, Vanderburg, Andrew, Nielsen, Louise D., Wittenmyer, Robert A., Brahm, Rafael, Reed, Phillip A., Huang, Chelsea X., Vach, Sydney, Ciardi, David R., Oelkers, Ryan J., Stassun, Keivan G., Hellier, Coel, Gaudi, B. Scott, Eastman, Jason D., Collins, Karen A., Bieryla, Allyson, Christian, Sam, ..., Zhang, Hui. 2021. "TESS delivers five new hot giant planets orbiting bright stars from the full-frame images." The Astronomical Journal. 161 (4). https://doi.org/10.3847/1538-3881/abe38aArticle
The GALAH survey: a census of lithium-rich giant stars
Martell, Sarah L., Simpson, Jeffrey D., Balasubramaniam, Adithya G., Buder, Sven, Sharma, Sanjib, Hon, Marc, Stello, Dennis, Ting, Yuan-Sen, Asplund, Martin, Bland-Hawthorn, Joss, de Silva, Gayandhi M., Freeman, Ken C., Hayden, Michael, Kos, Janez, Lewis, Geraint F., Lind, Karin, Zucker, Daniel B., Zwitter, Tomaz, Campbell, Simon W., ..., Wittenmyer, Rob. 2021. "The GALAH survey: a census of lithium-rich giant stars." Monthly Notices of the Royal Astronomical Society. 505 (4), pp. 5340-5355. https://doi.org/10.1093/mnras/stab1356Article
Fundamental relations for the velocity dispersion of stars in the Milky Way
Sharma, Sanjib, Hayden, Michael R., Bland-Hawthorn, Joss, Stello, Dennis, Buder, Sven, Zinn, Joel C., Kallinger, Thomas, Asplund, Martin, de Silva, Gayandhi M., D'Orazi, Valentina, Freeman, Ken, Kos, Janez, Lewis, Geraint F., Lin, Jane, Lind, Karin, Martell, Sarah, Simpson, Jeffrey D., Wittenmyer, Rob A., Zucker, Daniel B., ..., Wyse, Rosemary F. G.. 2021. "Fundamental relations for the velocity dispersion of stars in the Milky Way." Monthly Notices of the Royal Astronomical Society. 506 (2), pp. 1761-1776. https://doi.org/10.1093/mnras/stab1086Article
The GALAH survey: third data release
Buder, Sven, Sharma, Sanjib, Kos, Janez, Amarsi, Anish M., Nordlander, Thomas, Lind, Karin, Martell, Sarah L., Asplund, Martin, Bland-Hawthorn, Joss, Casey, Andrew R., de Silva, Gayandhi M., D'Orazi, Valentina, Freeman, Ken C., Hayden, Michael R., Lewis, Geraint F., Lin, Jane, Schlesinger, Katharine J., Simpson, Jeffrey D., Stello, Dennis, ..., Zerjal, Marusa. 2021. "The GALAH survey: third data release." Monthly Notices of the Royal Astronomical Society. 506 (1), pp. 150-201. https://doi.org/10.1093/mnras/stab1242Article
Advanced extreme learning machines vs. deep learning models for peak wave energy period forecasting: A case study in Queensland, Australia
Ali, Mumtaz, Prasad, Ramendra, Xiang, Yong, Sankaran, Adarsh, Deo, Ravinesh C., Xiao, Fuyuan and Zhu, Shuyu. 2021. "Advanced extreme learning machines vs. deep learning models for peak wave energy period forecasting: A case study in Queensland, Australia." Renewable Energy. 177, pp. 1033-1044. https://doi.org/10.1016/j.renene.2021.06.052Article
Process of Security Assurance Technique for Application Functional Logic in E-Commerce Systems
Nabi, Faisal, Yong, Jianming, Tao, Xiaohui, Malhi, Muhammad Saqib, Farhan, Muhammad and Mahmood, Umar. 2021. "Process of Security Assurance Technique for Application Functional Logic in E-Commerce Systems." Journal of Information Security. 12 (3), pp. 189-211. https://doi.org/10.4236/jis.2021.123010Article
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