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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Facile Fabrication of “Tacky”, Stretchable, and Aligned Carbon Nanotube Sheet-Based Electronics for On-Skin Health Monitoring
Nguyen, Duy Van, Mills, Dean, Tran, Canh-Dung, Nguyen, Thanh, Nguyen, Hung, Tran (Student), Thi Lap, Song, Pingan, Phan, Hoang-Phuong, Nguyen, Nam-Trung, Dao, Dzung Viet, Bell, John and Dinh, Toan. 2023. "Facile Fabrication of “Tacky”, Stretchable, and Aligned Carbon Nanotube Sheet-Based Electronics for On-Skin Health Monitoring ." ACS Applied Materials and Interfaces. 15 (50), p. 58746–58760. https://doi.org/10.1021/acsami.3c13541Article
Detection of Depression and Its Likelihood in Children and Adolescents: Evidence from a 15-Years Study
Haque, Umme Marzia, Kabir, Enamul and Khanam, Rasheda. 2023. "Detection of Depression and Its Likelihood in Children and Adolescents: Evidence from a 15-Years Study ." 12th International Conference on Health Information Science (HIS 2023). Melbourne, Australia 23 - 24 Oct 2023 Singapore . https://doi.org/10.1007/978-981-99-7108-4_1Paper
Development of an enhanced bidirectional recurrent neural network combined with time-varying filter-based empirical mode decomposition to forecast weekly reference evapotranspiration
Karbasi, Masoud, Jamei, Mehdi, Ali, Mumtaz, Malik, Anurag, Chu, Xuefeng, Farooque, Aitazaz Ahsan and Yaseen, Zaher Mundher. 2023. "Development of an enhanced bidirectional recurrent neural network combined with time-varying filter-based empirical mode decomposition to forecast weekly reference evapotranspiration." Agricultural Water Management. 290. https://doi.org/10.1016/j.agwat.2023.108604Article
The Academic Numeracy Framework: A tool to embed numeracy in tertiary courses, programs and study-support initiatives
Salmeron, Raquel, Galligan, Linda, Howarth, Debi and Raj, Nawin. 2023. "The Academic Numeracy Framework: A tool to embed numeracy in tertiary courses, programs and study-support initiatives." 8th Students Transitions Achievement Retention & Success Conference (STARS 2023). Brisbane, Australia 03 - 05 Jul 2023 Australia.Presentation
An Adaptive Feature Fusion Network for Alzheimer’s Disease Prediction
Wei, Shicheng, Li, Yan and Yang, Wencheng. 2023. "An Adaptive Feature Fusion Network for Alzheimer’s Disease Prediction." 12th International Conference on Health Information Science (HIS 2023). Melbourne, Australia 23 - 24 Oct 2023 Germany. https://doi.org/10.1007/978-981-99-7108-4Paper
On Standards for Wireless Sensor Networks in the Application of Structural Health Monitoring
Edge, Peter, Zhang, Zhongwei and Akarinejad, Hossein. 2023. "On Standards for Wireless Sensor Networks in the Application of Structural Health Monitoring." 2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE). Las Vegas, United States 24 - 27 Jul 2023 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/CSCE60160.2023.00440Paper
Factors influencing the activity ranges of feral pigs (Sus scrofa) across four sites in eastern Australia
Wilson, Cameron, Gentle, Matthew and Marshall, Darren. 2023. "Factors influencing the activity ranges of feral pigs (Sus scrofa) across four sites in eastern Australia." Wildlife Research. 50 (11), pp. 876-889. https://doi.org/10.1071/WR22095Article
HGSOXGB: Hunger-Games-Search-Optimization-Based Framework to Predict the Need for ICU Admission for COVID-19 Patients Using eXtreme Gradient Boosting
Pinki, Farhana Tazmim, Awal, Md Abdul, Mumenin, Khondoker Mirazu, Hossain, Md. Shahadat, Faysal, Jabed Al, Rana, Rajib, Almuqren, Rajib, Ksibi, Amel and Samad, Md Abdus. 2023. "HGSOXGB: Hunger-Games-Search-Optimization-Based Framework to Predict the Need for ICU Admission for COVID-19 Patients Using eXtreme Gradient Boosting." Mathematics. 11 (18). https://doi.org/10.3390/math11183960Article
Eclipse Chasers by Nick Lomb and Toner Stevenson
Orchiston, Wayne. 2023. "Eclipse Chasers by Nick Lomb and Toner Stevenson." Journal of Astronomical History and Heritage. 26 (1), pp. 273-275. https://doi.org/10.3724/SP.J.1440-2807.2023.01.23Book review
The magnetic field and stellar wind of the mature late-F star χ Draconis A
Marsden, S. C., Evensberget, D., Brown, E. L., Neiner, C., Seach, J. M., Morin, J., Petit, P., Jeffers, S. and Folsom, C. O.. 2023. "The magnetic field and stellar wind of the mature late-F star χ Draconis A." Monthly Notices of the Royal Astronomical Society. 522 (1), pp. 792-810. https://doi.org/10.1093/mnras/stad925Article
Information fusion in crime event analysis: A decade survey on data, features and models
Hu, Kaixi, Li, Lin, Tao, Xiaohui, Velasquez, Juan D. and Delaney, Patrick. 2023. "Information fusion in crime event analysis: A decade survey on data, features and models." Information Fusion. 100. https://doi.org/10.1016/j.inffus.2023.101904Article
Spinning up a Daze: TESS Uncovers a Hot Jupiter Orbiting the Rapid Rotator TOI-778
Clark, Jake T., Addison, Brett C., Okumura, Jack, Vach, Sydney, Errico, Adriana, Heitzmann, Alexis, Rodriguez, Joseph E., Wright, Duncan J., Clerte, Mathieu, Brown, Carolyn J., Fetherolf, Tara, Wittenmyer, Robert A., Plavchan, Peter, Kane, Stephen R., Horner, Jonathan, Kielkopf, John F., Shporer, Avi, Tinney, C. G., Liu, Hui-Gen, ..., Winn, Joshua N.. 2023. "Spinning up a Daze: TESS Uncovers a Hot Jupiter Orbiting the Rapid Rotator TOI-778." The Astronomical Journal. 165 (5). https://doi.org/10.3847/1538-3881/acc3a0Article
Identifying social determinants and measuring socioeconomic inequalities in the use of four different mental health services by Australian adolescents aged 13-17 years: Results from a nationwide study
Islam, Md Irteja, Salam, Shumona Sharmin, Kabir, Enamul and Khanam, Rasheda. 2023. "Identifying social determinants and measuring socioeconomic inequalities in the use of four different mental health services by Australian adolescents aged 13-17 years: Results from a nationwide study." Healthcare. 11 (18). https://doi.org/10.3390/healthcare11182537Article
Photon–Atom Interactions: Intermediate Energies
Bromley, Michael W. J.. 2023. "Photon–Atom Interactions: Intermediate Energies." Drake, Gordon W. F. (ed.) Springer Handbook of Atomic, Molecular, and Optical Physics. Switzerland . Springer Science and Business Media Deutschland GmbH. pp. 967–979Handbook (chapter)
An ensemble machine learning-based intelligent system for human activity recognition using sensory data
Abdulla, Shahab, Diykh, Mohammed, Siuly, Siuly and Ali, Mumtaz. 2023. "An ensemble machine learning-based intelligent system for human activity recognition using sensory data." Sinha, G.R., Subudhi, Bidyadhar, Fan, Chih-Peng and Nisar, Humaira (ed.) Cognitive Sensing Technologies and Applications. Institution of Engineering and Technology (IET). pp. 119-130Edited book (chapter)
L2QA: Long Legal Article Question Answering with Cascaded Key Segment Learning
Xie, Shugui, Li, Lin, Yuan, Jingling, Xie, Qing and Tao, Xiaohui. 2023. "L2QA: Long Legal Article Question Answering with Cascaded Key Segment Learning." 28th International Conference on Database Systems for Advanced Applications (DASFAA 2023). Tianjin, China 17 - 20 Apr 2023 Springer. https://doi.org/10.1007/978-3-031-30675-4_27Paper
Hierarchical Aggregation Based Knowledge Graph Embedding for Multi-task Recommendation
Wang, Yani, Zhang, Ji, Zhou, Xiangmin and Zhang, Yang. 2023. "Hierarchical Aggregation Based Knowledge Graph Embedding for Multi-task Recommendation." 6th International Joint Conference on Asia-Pacific Web and Web-Age Information Management (APWeb-WAIM 2022). Nanjing, China 25 - 27 Nov 2022 Switzerland . https://doi.org/10.1007/978-3-031-25201-3_13Paper
Query2Trip: Dual-Debiased Learning for Neural Trip Recommendation
Wang, Peipei, Li, Lin, Wang, Ru and Tao, Xizohui. 2023. "Query2Trip: Dual-Debiased Learning for Neural Trip Recommendation." 28th International Conference on Database Systems for Advanced Applications (DASFAA 2023). Tianjin, China 17 - 20 Apr 2023 Switzerland . Springer. pp. 80-96 https://doi.org/10.1007/978-3-031-30672-3_6Paper
Hyperbolic Mutual Learning for Bundle Recommendation
Ke, Haole, Li, Lin, Wang, PeiPei, Yuan, Jingling and Tao, Xiaohui. 2023. "Hyperbolic Mutual Learning for Bundle Recommendation." 28th International Conference on Database Systems for Advanced Applications (DASFAA 2023). Tianjin, China 17 - 20 Apr 2023 Switzerland . Springer. https://doi.org/10.1007/978-3-031-30672-3_28Paper
An Efficient Embedding Framework for Uncertain Attribute Graph
Jiang, Ting, Yu, Ting, Qiao, Xueting and Zhang, Ji. 2023. "An Efficient Embedding Framework for Uncertain Attribute Graph." 34th International Conference on Database and Expert Systems Applications (DEXA 2023). Penang, Malaysia 28 - 30 Aug 2023 Switzerland . https://doi.org/10.1007/978-3-031-39821-6_18Paper
Be-or-Not Prompt Enhanced Hard Negatives Generating For Memes Category Detection
Cui, Jian, Li, Lin and Tao, Xiaohui. 2023. "Be-or-Not Prompt Enhanced Hard Negatives Generating For Memes Category Detection." 2023 IEEE International Conference on Multimedia and Expo (ICME). Brisbane, Australia 10 - 14 Jul 2023 United Sates. https://doi.org/10.1109/ICME55011.2023.00038Paper
Brain Injury Localization and Size Estimation Using Electromagnetic Symmetric Crossing Lines Method
Zhu, Guohun, Bialkowski, Alina, Crozier, Stuart, Guo, Lei, Nguyen, Phong Thanh, Stancombe, Anthony E. and Abbosh, Amin. 2023. "Brain Injury Localization and Size Estimation Using Electromagnetic Symmetric Crossing Lines Method." IEEE Transactions on Instrumentation and Measurement. 72. https://doi.org/10.1109/TIM.2023.3295014Article
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
A pH-Sensitive Surface of Chitosan/Sepiolite Clay/Algae Biocomposite for the Removal of Malachite Green and Remazol Brilliant Blue R Dyes: Optimization and Adsorption Mechanism Study
Zain, Zahirah Mohd, Abdulhameed, Ahmed Saud, Jawad, Ali H., ALOthman, Zeid A. and Yaseen, Zaher Mundher. 2023. "A pH-Sensitive Surface of Chitosan/Sepiolite Clay/Algae Biocomposite for the Removal of Malachite Green and Remazol Brilliant Blue R Dyes: Optimization and Adsorption Mechanism Study." Journal of Polymers and the Environment. 31 (2), pp. 501-518. https://doi.org/10.1007/s10924-022-02614-yArticle
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
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
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