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
3760 results found
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Irregularly Sampled Multivariate Time Series Classification: A Graph Learning Approach
Wang, Zhen, Jiang, Ting, Xu, Zenghui, Zhang, Ji and Gao, Jianliang. 2023. "Irregularly Sampled Multivariate Time Series Classification: A Graph Learning Approach." IEEE Intelligent Systems. 38 (3), pp. 3-11. https://doi.org/10.1109/MIS.2023.3239797Article
Blockchain-Enhanced Smart Contract for Cost-Effective Insurance Claims Processing
Wang, Qiping, Lau, Raymond Yiu Keung, Si, Yain-Whar, Xie, Haoran and Tao, Xiaohui. 2023. "Blockchain-Enhanced Smart Contract for Cost-Effective Insurance Claims Processing." Journal of Global Information Management. 31 (7). https://doi.org/10.4018/JGIM.329927Article
Hybrid KD-NFT: A multi-layered NFT assisted robust Knowledge Distillation framework for Internet of Things
Wang, Nai, Chen, Junjun, Wu, Di, Yang, Wencheng, Xiang, Yong and Sajjanhar, Atul. 2023. "Hybrid KD-NFT: A multi-layered NFT assisted robust Knowledge Distillation framework for Internet of Things." Journal of Information Security and Applications. 75. https://doi.org/10.1016/j.jisa.2023.103483Article
SAGES: Scalable Attributed Graph Embedding With Sampling for Unsupervised Learning
Wang, Jialin, Qu, Xiaoru, Bai, Jinze, Li, Zhao, Zhang, Ji and Gao, Jun. 2023. "SAGES: Scalable Attributed Graph Embedding With Sampling for Unsupervised Learning." IEEE Transactions on Knowledge and Data Engineering. 35 (5), pp. 5216-5229. https://doi.org/10.1109/TKDE.2022.3148272Article
SEAAN history & heritage working group report for calendar years 2021 and 2022
Orchiston, Wayne. 2023. "SEAAN history & heritage working group report for calendar years 2021 and 2022." Journal of Astronomical History and Heritage. 26 (1), pp. 252-256. https://doi.org/10.3724/SP.J.1440-2807.2023.01.12Article
HIP 33609 b: An Eccentric Brown Dwarf Transiting a V = 7.3 Rapidly Rotating B Star
Zhou, George. 2023. "HIP 33609 b: An Eccentric Brown Dwarf Transiting a V = 7.3 Rapidly Rotating B Star." The Astronomical Journal. 165 (6). https://doi.org/10.3847/1538-3881/acd197Article
SSMD-UNet: semi-supervised multi-task decoders network for diabetic retinopathy segmentation
Ullah, Zahid, Akram, Muhammad, Latif, Siddique, Khan, Asifullah and Gwak, Jeonghwan. 2023. "SSMD-UNet: semi-supervised multi-task decoders network for diabetic retinopathy segmentation." Scientific Reports. 13 (1). https://doi.org/10.1038/s41598-023-36311-0Article
Densely attention mechanism based network for COVID-19 detection in chest X-rays
Ullah, Zahid, Usman, Muhammad, Latif, Siddique and Gwak, Jeonghwan. 2023. "Densely attention mechanism based network for COVID-19 detection in chest X-rays." Scientific Reports. 13 (1). https://doi.org/10.1038/s41598-022-27266-9Article
Towards an understanding of the engagement and emotional behaviour of MOOC students using sentiment and semantic features
Tao, Xiaohui, Shannon-Honson, Aaron, Delaney, Patrick, Dann, Christopher, Xie, Haoran, Li, Yan and O'Neill, Shirley. 2023. "Towards an understanding of the engagement and emotional behaviour of MOOC students using sentiment and semantic features." Computers and Education: Artificial Intelligence. 4. https://doi.org/10.1016/j.caeai.2022.100116Article
Statistical and spatial analysis for soil heavy metals over the Murray-Darling river basin in Australia
Tao, Hai, Al-Hilali, Aqeel Ali, Ahmed, Ali M., Mussa, Zainab Haider, Falah, Mayadah W., Abed, Salwan Ali, Deo, Ravinesh, Jawad, Ali H., Maulud, Khairul Nizam Abdul, Latif, Mohd Talib and Yaseen, Zaher Mundher. 2023. "Statistical and spatial analysis for soil heavy metals over the Murray-Darling river basin in Australia." Chemosphere. 317. https://doi.org/10.1016/j.chemosphere.2023.137914Article
A review of multi-factor authentication in the Internet of Healthcare Things
Suleski, Tance, Ahmed, Mohiuddin, Yang, Wencheng and Wang, Eugene. 2023. "A review of multi-factor authentication in the Internet of Healthcare Things." Digital Health. 9, pp. 1-20. https://doi.org/10.1177/20552076231177144Article
Symmetry-breaking transitions in quiescent and moving solitons in fractional couplers
Strunin, Dmitry V. and Malomed, Boris A.. 2023. "Symmetry-breaking transitions in quiescent and moving solitons in fractional couplers." Physical Review E. 107 (6). https://doi.org/10.1103/PhysRevE.107.064203Article
δ Scuti pulsations in the bright Pleiades eclipsing binary HD 23642
Southworth, John, Murphy, S J and Pavlovski, K. 2023. "δ Scuti pulsations in the bright Pleiades eclipsing binary HD 23642 ." Monthly Notices of the Royal Astronomical Society: Letters. 520 (1), pp. L53-L57. https://doi.org/10.1093/mnrasl/slad004Article
The Near Infrared Imager and Slitless Spectrograph for the James Webb Space Telescope. IV. Aperture Masking Interferometry
Sivaramakrishnan, Anand, Tuthill, Peter, Lloyd, James P., Greenbaum, Alexandra Z., Thatte, Deepashri, Cooper, Rachel A., Vandal, Thomas, Kammerer, Jens, Sanchez-Bermudez, Joel and Pope, Benjamin J. S.. 2023. "The Near Infrared Imager and Slitless Spectrograph for the James Webb Space Telescope. IV. Aperture Masking Interferometry." Publications of the Astronomical Society of the Pacific. 135 (1043). https://doi.org/10.1088/1538-3873/acaebdArticle
Exploring deep residual network based features for automatic schizophrenia detection from EEG
Siuly, Siuly, Guo, Yanhui, Alcin, Omer Faruk, Li, Yan, Wen, Peng and Wang, Hua. 2023. "Exploring deep residual network based features for automatic schizophrenia detection from EEG." Physical and Engineering Sciences in Medicine. 46 (2), pp. 561-574. https://doi.org/10.1007/s13246-023-01225-8Article
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering
Siriwardhana, Shamane, Weerasekera, Rivindu, Wen, Elliott, Kaluarachchi, Tharindu, Rana, Rajib and Nanayakkara, Suranga. 2023. "Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering." Transactions of the Association for Computational Linguistics. 11, pp. 1-17. https://doi.org/10.1162/tacl_a_00530Article
Application of uncertainty quantification to artificial intelligence in healthcare: A review of last decade (2013–2023)
Seoni, Silvia, Jahmunah, Vicnesh, Salvi, Massimo, Barua, Prabal Datta, Molinari, Filippo and Acharya, U. Rajendra. 2023. "Application of uncertainty quantification to artificial intelligence in healthcare: A review of last decade (2013–2023)." Computers in Biology and Medicine. 165. https://doi.org/10.1016/j.compbiomed.2023.107441Article
Asteroseismology of δ Scuti stars: emulating model grids using a neural network
Scutt, Owen J., Murphy, Simon J, Nielsen, Martin B, Davies, Guy R, Bedding, Timothy R and Lyttle, Alexander J. 2023. "Asteroseismology of δ Scuti stars: emulating model grids using a neural network ." Monthly Notices of the Royal Astronomical Society. 525 (4), pp. 5235-5244. https://doi.org/10.1093/mnras/stad2621Article
Efficient novel network and index for alcoholism detection from EEGs
Sadiq, Muhammad Tariq, Siuly, Siuly, Almogren, Ahmad, Li, Yan and Wen, Paul. 2023. "Efficient novel network and index for alcoholism detection from EEGs." Health Information Science and Systems. 11 (1). https://doi.org/10.1007/s13755-023-00227-wArticle
Invisible women: Gender representation in high school science courses across Australia
Ross, Kathryn, Galaudage, Shanika, Clark, Tegan, Lowson, Nataliea, Battisti, Andrew, Adam, Helen, Ross, Alexandra K. and Sweaney, Nici. 2023. "Invisible women: Gender representation in high school science courses across Australia." Australian Journal of Education. 67 (3), pp. 231-252. https://doi.org/10.1177/00049441231197245Article
Selective Deeply Supervised Multi-Scale Attention Network for Brain Tumor Segmentation
Rehman, Azka, Usman, Muhammad, Shahid, Abdullah, Latif, Siddique and Qadir, Junaid. 2023. "Selective Deeply Supervised Multi-Scale Attention Network for Brain Tumor Segmentation." Sensors. 23 (4). https://doi.org/10.3390/s23042346Article
A novel employability embedding framework for three-year bachelor’s programs
Rana, Rajib, Galligan, Linda, Fard, Rouz and McCredie, Tessa. 2023. "A novel employability embedding framework for three-year bachelor’s programs." Journal of Teaching and Learning for Graduate Employability. 14 (1), pp. 104-118. https://doi.org/10.21153/jtlge2023vol14no1art1604Article
Three Saturn-mass planets transiting F-type stars revealed with TESS and HARPS: TOI-615b, TOI-622b, and TOI-2641b
Psaridi, Angelica, Bouchy, Francois, Lendl, Monika, Akinsanmi, Babatunde, Stassun, Keivan G., Smalley, Barry, Armstrong, David J., Howard, Saburo, Ulmer-Moll, Solene, Grieves, Nolan, Barkaoui, Khalid, Rodriguez, Joseph E., Bryant, Edward M., Suarez, Olga, Guillot, Tristan, Evans, Phil, Attia, Omar, Wittenmyer, Robert A., Yee, Samuel W., ..., Zapata, Abner. 2023. "Three Saturn-mass planets transiting F-type stars revealed with TESS and HARPS: TOI-615b, TOI-622b, and TOI-2641b." Astronomy and Astrophysics: a European journal. 675. https://doi.org/10.1051/0004-6361/202346406Article
Enhanced joint hybrid deep neural network explainable artificial intelligence model for 1-hr ahead solar ultraviolet index prediction
Prasad, Salvin S., Deo, Ravinesh C., Salcedo-sanz, Sancho, Downs, Nathan J., Casillas-Perez, David and Parisi, Alfio V.. 2023. "Enhanced joint hybrid deep neural network explainable artificial intelligence model for 1-hr ahead solar ultraviolet index prediction." Computer Methods and Programs in Biomedicine. 241. https://doi.org/10.1016/j.cmpb.2023.107737Article
Ampelomyces mycoparasites of powdery mildews–a review
Prahl, Rosa E., Khan, Shahjahan and Deo, Ravinesh C.. 2023. "Ampelomyces mycoparasites of powdery mildews–a review." Canadian Journal of Plant Pathology. 45 (4), pp. 391-404. https://doi.org/10.1080/07060661.2023.2206378Article
A fuzzy-based cascade ensemble model for improving extreme wind speeds prediction
Pelaez-Rodriguez, C., Perez-Aracil, J., Prieto-Godino, L., Ghimire, S., Deo, R. and Salcedo-sanz, S.. 2023. "A fuzzy-based cascade ensemble model for improving extreme wind speeds prediction." Journal of Wind Engineering and Industrial Aerodynamics. 240. https://doi.org/10.1016/j.jweia.2023.105507Article
Five-year Comorbidity Outcomes in Laparoscopic Vertical Sleeve Gastrectomy (LVSG) and Laparoscopic Roux-en-Y Gastric Bypass (LRYGB): A Systematic Review and Meta-analysis of Randomized Controlled Trials
Osland, Emma J., Yunus, Rossita M., Khan, Shahjahan and Memon, Muhammed Ashraf. 2023. "Five-year Comorbidity Outcomes in Laparoscopic Vertical Sleeve Gastrectomy (LVSG) and Laparoscopic Roux-en-Y Gastric Bypass (LRYGB): A Systematic Review and Meta-analysis of Randomized Controlled Trials." Surgical Laparoscopy, Endoscopy and Percutaneous Techniques. 33 (3), pp. 241-248. https://doi.org/10.1097/SLE.0000000000001156Article
The Role Of Temporary Western Observatories In The Development Of Professional Astronomy In Thailand
Orchiston, Wayne and Orchiston, Darunee Lingling. 2023. "The Role Of Temporary Western Observatories In The Development Of Professional Astronomy In Thailand." Journal of Astronomical History and Heritage. 26 (1), pp. 31-68. https://doi.org/10.3724/SP.J.1440-2807.2023.01.03Article
Explainable Risk Prediction of Post-Stroke Adverse Mental Outcomes Using Machine Learning Techniques in a Population of 1780 Patients
Oei, Chien Wei, Ng, Eddie Yin Kwee, Shan, Matthew Hok, Tan, Ru-San, Chan, Yam Meng, Chan, Lai Gwen and Acharya, Udyavara Rajendra. 2023. "Explainable Risk Prediction of Post-Stroke Adverse Mental Outcomes Using Machine Learning Techniques in a Population of 1780 Patients." Sensors. 23 (18). https://doi.org/10.3390/s23187946Article
Explainable AI approach with original vegetation data classifies spatio-temporal nitrogen in flows from ungauged catchments to the Great Barrier Reef
O’Sullivan, Cherie M., Deo, Ravinesh C. and Ghahramani, Afshin. 2023. "Explainable AI approach with original vegetation data classifies spatio-temporal nitrogen in flows from ungauged catchments to the Great Barrier Reef." Scientific Reports. 13 (1). https://doi.org/10.1038/s41598-023-45259-0Article
The Unistellar Exoplanet Campaign: Citizen Science Results and Inherent Education Opportunities
O’Conner Peluso, Daniel, Esposito, Thomas M., Marchis, Franck, Dalba, Paul A., Sgro, Lauren, Megowan-Romanowicz, Colleen, Pennypacker, Carl, Carter, Bradley, Wright, Duncan, Avsar, Arin M., Perrocheau, Amaury and Unistellar Citizen Scientists,. 2023. "The Unistellar Exoplanet Campaign: Citizen Science Results and Inherent Education Opportunities." Publications of the Astronomical Society of the Pacific. 135 (1043). https://doi.org/10.1088/1538-3873/acaa58Article
The Surface Composition of Six Newly Discovered Chemically Peculiar Stars. Comparison to the HgMn Stars mu Lep and beta Scl and the Superficially Normal B Star nu Cap
Monier, Richard, Niemczura, E., Kurtz, D., Rappaport, S., Bowman, D. M., Murphy, Simon J., Lebreton, Yveline, Stuik, Remko, Deal, Morgan, Merle, Thibault, Kılıçoğlu, T., Gebran, M. and Le Ster, Ewen. 2023. "The Surface Composition of Six Newly Discovered Chemically Peculiar Stars. Comparison to the HgMn Stars mu Lep and beta Scl and the Superficially Normal B Star nu Cap ." The Astronomical Journal. 166 (2). https://doi.org/10.3847/1538-3881/acdb50Article
Reference-frame-independent model of a collective-excitation atom interferometer
Mommers, B. J. and Bromley, M. W. J.. 2023. "Reference-frame-independent model of a collective-excitation atom interferometer." Physical Review A. 107 (2). https://doi.org/10.1103/PhysRevA.107.023314Article
Constraints on Magnetic Braking from the G8 Dwarf Stars 61 UMa and τ Cet
Metcalfe, Travis S., Strassmeie, Klaus G., Ilyin, Ilya V., van Saders, Jennifer L., Ayres, Thomas R., Finley, Adam J., Kochukhov, Oleg, Petit, Pascal, See, Victor, Stassun, Keivan G., Jeffers, Sandra V., Marsden, Stephen C., Morin, Julien and Vidotto, Aline A.. 2023. "Constraints on Magnetic Braking from the G8 Dwarf Stars 61 UMa and τ Cet ." The Astrophysical Journal Letters. 948 (1). https://doi.org/10.3847/2041-8213/acce38Article
Multi-wavelength aperture polarimetry of debris disc host stars
Marshall, Jonathan P, Cotton, Daniel V, Bott, Kimberly, Bailey, Jeremy, Kedziora-Chudczer, Lucyna and Brown, Emma. 2023. "Multi-wavelength aperture polarimetry of debris disc host stars." Monthly Notices of the Royal Astronomical Society. 522 (2), pp. 2777-2800. https://doi.org/10.1093/mnras/stad979Article
Evaluating the use of a Net-Metering mechanism in microgrids to reduce power generation costs with a swarm-intelligent algorithm
Marcelino, C.G., Leite, G.M.C., Wanner, E.F., Jiménez-Fernández, S. and Salcedo-sanz, S.. 2023. "Evaluating the use of a Net-Metering mechanism in microgrids to reduce power generation costs with a swarm-intelligent algorithm." Energy. 266. https://doi.org/10.1016/j.energy.2022.126317Article
Sustainable Solution to Expansive Subgrade and Existing Pavement using Geoconfinement System
Logitharan, Lokanantham and Mohammed, Umar. 2023. "Sustainable Solution to Expansive Subgrade and Existing Pavement using Geoconfinement System." International Journal of GEOMATE. 25 (107), pp. 158-165. https://doi.org/10.21660/2023.107.g12177Article
Three low-mass companions around aged stars discovered by TESS
Zhou, George R. 2023. "Three low-mass companions around aged stars discovered by TESS." Monthly Notices of the Royal Astronomical Society. 523 (4), pp. 6162-6185. https://doi.org/10.1093/mnras/stad1745Article
TOI-969: a late-K dwarf with a hot mini-Neptune in the desert and an eccentric cold Jupiter
Lillo-Box, J., Gandolfi, D., Armstrong, D., Collins, K., Nielsen, L., Luque, R., Korth, J., Sousa, S., Quinn, S., Acuna, L. and Zhou, G.. 2023. "TOI-969: a late-K dwarf with a hot mini-Neptune in the desert and an eccentric cold Jupiter." Astronomy and Astrophysics: a European journal. 669. https://doi.org/10.1051/0004-6361/202243879Article
A novel dropout mechanism with label extension schema toward text emotion classification
Li, Zongxi, Li, Xianming, Xie, Haoran, Wang, Fu Lee, Leng, Mingming, Li, Qing and Tao, Xiaohui. 2023. "A novel dropout mechanism with label extension schema toward text emotion classification." Information Processing and Management. 60 (2). https://doi.org/10.1016/j.ipm.2022.103173Article
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