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
3690 results found
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GraphTune: An Efficient Dependency-Aware Substrate to Alleviate Irregularity in Concurrent Graph Processing
Zhao, Jin, Zhang, Yu, He, Ligang, Li, Qikun, Zhang, Xiang, Jiang, Xinyu, Yu, Hui, Liao, Xiaofei, Jin, Hai, Gu, Lin, Liu, Haikun, He, Bingsheng, Zhang, Ji, Song, Xianzheng, Wang, Lin and Zhou, Jun. 2023. "GraphTune: An Efficient Dependency-Aware Substrate to Alleviate Irregularity in Concurrent Graph Processing." ACM Transactions on Architecture and Code Optimization. 20 (3), pp. 1-24. https://doi.org/10.1145/3600091Article
EGraph: Efficient Concurrent GPU-Based Dynamic Graph Processing
Zhang, Yu, Liang, Yuxuan, Zhao, Jin, Mao, Fubing, Gu, Lin, Liao, Xiaofei, Jin, Hai, Liu, Haikun, Guo, Song, Zeng, Yangqing, Hu, Hang, Li, Chen, Zhang, Ji and Wang, Biao. 2023. "EGraph: Efficient Concurrent GPU-Based Dynamic Graph Processing." IEEE Transactions on Knowledge and Data Engineering. 35 (6), pp. 5823-5836. https://doi.org/10.1109/TKDE.2022.3171588Article
DeepSafety: a deep neural network-based edge computing framework for detecting unsafe behaviors of construction workers
Zhang, Ji, Liu, Chia-Chun and Ying, Josh Jia-Ching. 2023. "DeepSafety: a deep neural network-based edge computing framework for detecting unsafe behaviors of construction workers." Journal of Ambient Intelligence and Humanized Computing. 14 (12), pp. 15997-16009. https://doi.org/10.1007/s12652-023-04554-4Article
FF-BTP Model for Novel Sound-Based Community Emotion Detection
Yildiz, Arif Metehan, Tanabe, Masayuki, Kobayashi, Makiko, Tuncer, Ilknur, Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker, Tan, Ru-San and Acharya, U. Rajendra. 2023. "FF-BTP Model for Novel Sound-Based Community Emotion Detection." IEEE Access. 11, pp. 108705-108715. https://doi.org/10.1109/ACCESS.2023.3318751Article
The TESS Grand Unified Hot Jupiter Survey. II. Twenty New Giant Planets
Zhou, George. 2023. "The TESS Grand Unified Hot Jupiter Survey. II. Twenty New Giant Planets." Astrophysical Journal Supplement Series. 265. https://doi.org/10.3847/1538-4365/aca286Article
An efficient hardware accelerator for monotonic graph algorithms on dynamic directed graphs
Yang, Yun, Yu, Hui, Zhao, Jin, Zhang, Yu, Liao, Xiaofei, Jiang, Xinyu, Jin, Hai, Liu, Haikun, Mao, Fubing, Zhang, Ji and Wang, Biao. 2023. "An efficient hardware accelerator for monotonic graph algorithms on dynamic directed graphs." Scientia Sinica Informationis. 53 (8), pp. 1575-1592. https://doi.org/10.1360/SSI-2022-0191Article
A Review of Homomorphic Encryption for Privacy-Preserving Biometrics
Yang, Wencheng, Wang, Song, Cui, Hui, Tang, Zhaohui and Li, Yan. 2023. "A Review of Homomorphic Encryption for Privacy-Preserving Biometrics." Sensors. 23 (7). https://doi.org/10.3390/s23073566Article
FDS_2D: rethinking magnitude-phase features for DeepFake detection
Yang, Gaoming, Wei, Anxing, Fang, Xianjin and Zhang, Ji. 2023. "FDS_2D: rethinking magnitude-phase features for DeepFake detection." Multimedia Systems. 29 (4), pp. 2399-2413. https://doi.org/10.1007/s00530-023-01118-6Article
Facial depth forgery detection based on image gradient
Xu, Kun, Yang, Gaoming, Fang, Xianjin and Zhang, Ji. 2023. "Facial depth forgery detection based on image gradient." Multimedia Tools and Applications. 82 (19), pp. 29501-29525. https://doi.org/10.1007/s11042-023-14626-4Article
Viability of rotation sensing using phonon interferometry in Bose-Einstein condensates
Woffinden, Charles W., Groszek, Andrew J., Gauthier, Guillaume, Mommers, Bradley J., Bromley, Michael. W. J., Haine, Simon A., Rubinsztein-Dunlop, Halina, Davis, Matthew J., Neely, Tyler W. and Baker, Mark. 2023. "Viability of rotation sensing using phonon interferometry in Bose-Einstein condensates." SciPost Physics. 15 (4). https://doi.org/10.21468/SciPostPhys.15.4.128Article
Feral pig (Sus scrofa) activity and landscape feature revisitation across four sites in eastern Australia
Wilson, Cameron, Gentle, Matthew and Marshall, Darren. 2023. "Feral pig (Sus scrofa) activity and landscape feature revisitation across four sites in eastern Australia." Australian Mammalogy. 45 (3), pp. 305-316. https://doi.org/10.1071/AM22034Article
Toward Learning Joint Inference Tasks for IASS-MTS Using Dual Attention Memory With Stochastic Generative Imputation
Wang, Zhen, Zhang, Yang, Pang, Yan, Wang, Nannan, Bah, Mohamed Jaward, Li, Ke and Zhang, Ji. 2023. "Toward Learning Joint Inference Tasks for IASS-MTS Using Dual Attention Memory With Stochastic Generative Imputation." IEEE Transactions on Neural Networks and Learning Systems. https://doi.org/10.1109/TNNLS.2023.3305542Article
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
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