School of Science, Engineering & Digital Technologies- Maths,Physics & Computing
| Type | School/Centre |
|---|---|
| Director of Research | Prof Polly Burey |
| Parent | School of Science, Engineering and Digital Technologies |
| Head | Prof Robert Sang |
Latest research outputs
2159 results found
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A customised vision transformer for accurate detection and classification of Java Plum leaf disease
Bhowmik, Auvick Chandra, Ahad, Md. Taimur, Emon, Yousuf Rayhan, Ahmed, Faruk, Song, Bo and Li, Yan. 2024. "A customised vision transformer for accurate detection and classification of Java Plum leaf disease ." Smart Agricultural Technology . 8. https://doi.org/10.1016/j.atech.2024.100500Article
Lobish: Symbolic Language for Interpreting Electroencephalogram Signals in Language Detection Using Channel-Based Transformation and Pattern
Tuncer, Turker, Dogan, Sengul, Tasci, Irem, Baygin, Mehmet, Barua, Prabal and Acharya, U. Rajendra. 2024. "Lobish: Symbolic Language for Interpreting Electroencephalogram Signals in Language Detection Using Channel-Based Transformation and Pattern." Diagnostics. 14 (17). https://doi.org/10.3390/diagnostics14171987Article
MURE: Multi-layer real-time livestock management architecture with unmanned aerial vehicles using deep reinforcement learning
Tian, Xinyu, Afrin, Mahbuba, Mistry, Sajib, Mahmud, Redowan, Krishna, Aneesh and Li, Yan. 2024. "MURE: Multi-layer real-time livestock management architecture with unmanned aerial vehicles using deep reinforcement learning." Future Generation Computer Systems: the international journal of grid computing: theory, methods and applications. 161, pp. 454-466. https://doi.org/10.1016/j.future.2024.07.038Article
Artificial Intelligence-Empowered Doppler Weather Profile for Low-Earth-Orbit Satellites
Sharma, Ekta, Deo, Ravinesh C., Davey, Christopher P and Carter, Brad D.. 2024. "Artificial Intelligence-Empowered Doppler Weather Profile for Low-Earth-Orbit Satellites." Sensors. 24 (16). https://doi.org/10.3390/s24165271Article
A dynamic uncertainty-aware ensemble model: Application to lung cancer segmentation in digital pathology
Salvi, Massimo, Mogetta, Alessandro, Raghavendra, U., Gudigar, Anjan, Acharya, U. Rajendra and Molinari, Filippo. 2024. "A dynamic uncertainty-aware ensemble model: Application to lung cancer segmentation in digital pathology." Applied Soft Computing. 165. https://doi.org/10.1016/j.asoc.2024.112081Article
Quantifying the resistance of Australian wheat genotypes to Pratylenchus thornei based on a continuous metric from a factor analytic linear mixed model
Rognoni, Bethany, Forknall, Clayton R., Simpfendorfer, Steven, Daniel, Richard, Neale, Luke and Kelly, Alison M.. 2024. "Quantifying the resistance of Australian wheat genotypes to Pratylenchus thornei based on a continuous metric from a factor analytic linear mixed model." Euphytica: international journal on plant breeding. 220 (9). https://doi.org/10.1007/s10681-024-03387-2Article
emoDARTS: Joint Optimization of CNN and Sequential Neural Network Architectures for Superior Speech Emotion Recognition
Rajapakshe, Thejan, Rana, Rajib, Khalifa, Sara, Sisman, Berrak, Schuller, Björn W. and Busso, Carlos. 2024. "emoDARTS: Joint Optimization of CNN and Sequential Neural Network Architectures for Superior Speech Emotion Recognition." IEEE Access. 12, pp. 110492-110503. https://doi.org/10.1109/ACCESS.2024.3439604Article
Comparison of Explainable Artificial Intelligence Model and Radiologist Review Performances to Detect Breast Cancer in 752 Patients
Oztekin, Pelin Seher, Katar, Oguzhan, Omma, Tulay, Erel, Serap, Tokur, Oguzhan, Avci, Derya, Aydogan, Murat, Yildirim, Ozal, Avci, Engin and Acharya, U. Rajendra. 2024. "Comparison of Explainable Artificial Intelligence Model and Radiologist Review Performances to Detect Breast Cancer in 752 Patients." Journal of Ultrasound in Medicine. 43 (11), pp. 2051-2068. https://doi.org/10.1002/jum.16535Article
Deep Learning Techniques for Automated Dementia Diagnosis Using Neuroimaging Modalities: A Systematic Review
Ozkan, Dilek, Katar, Oguzhan, Ak, Murat, Al-Antari, Mugahed A., Ak, Nehir Yasan, Yildirim, Ozal, Mir, Hasan S., Tan, Ru-San and Acharya, U. Rajendra. 2024. "Deep Learning Techniques for Automated Dementia Diagnosis Using Neuroimaging Modalities: A Systematic Review ." IEEE Access. 12, pp. 127879-127902. https://doi.org/10.1109/ACCESS.2024.3454709Article
Indian initiatives to establish ‘western’ astronomical observatories prior to independence. 2: colleges and universities
Orchiston, Wayne and Kapoor, R.C.. 2024. "Indian initiatives to establish ‘western’ astronomical observatories prior to independence. 2: colleges and universities." Journal of Astronomical History and Heritage. 27 (2), pp. 363-386. https://doi.org/10.3724/SP.J.1440-2807.2024.02.08Article
ADHD/CD-NET: automated EEG-based characterization of ADHD and CD using explainable deep neural network technique
Loh, Hui Wen, Ooi, Chui Ping, Oh, Shu Lih, Barua, Prabal Datta, Tan, Yi Ren, Acharya, U. Rajendra and Fung, Daniel Shuen Sheng. 2024. "ADHD/CD-NET: automated EEG-based characterization of ADHD and CD using explainable deep neural network technique." Cognitive Neurodynamics. 18 (4), pp. 1609-1625. https://doi.org/10.1007/s11571-023-10028-2Article
Factors associated with satisfaction of the australian rural resident medical officer cadetship program: results from a cross-sectional study
Kensit, Phillipa, Islam, Md Irteja, Ramsden, Robyn, Geddes, Louise, Guisard, Yann, Russell, Chris and Martiniuk, Alexandra. 2024. "Factors associated with satisfaction of the australian rural resident medical officer cadetship program: results from a cross-sectional study." BMC Medical Education. 24 (1). https://doi.org/10.1186/s12909-024-05737-zArticle
Wavelet-fusion image super-resolution model with deep learning for downscaling remotely-sensed, multi-band spectral albedo imagery
Karalasingham, Sagthitharan, Deo, Ravinesh C., Casillas-Perez, David, Raj, Nawin and Salcedo-sanz, Sancho. 2024. "Wavelet-fusion image super-resolution model with deep learning for downscaling remotely-sensed, multi-band spectral albedo imagery." Remote Sensing Applications: Society and Environment. 36. https://doi.org/10.1016/j.rsase.2024.101333Article
A longitudinal study on impact of emergency cash transfer payments during the COVID pandemic on coping among Australian young adults
Islam, Md Irteja, Lyne, Elizabeth, Freeman, Joseph and Martiniuk, Alexandra. 2024. "A longitudinal study on impact of emergency cash transfer payments during the COVID pandemic on coping among Australian young adults." Scientific Reports. 14 (1). https://doi.org/10.1038/s41598-024-68027-0Article
Automated explainable wavelet-based sleep scoring system for a population suspected with insomnia, apnea and periodic leg movement
Ingle, Manisha, Sharma, Manish, Verma, Shresth, Sharma, Nishant, Bhurane, Ankit and Acharya, U. Rajendra. 2024. "Automated explainable wavelet-based sleep scoring system for a population suspected with insomnia, apnea and periodic leg movement." Medical Engineering and Physics. 130. https://doi.org/10.1016/j.medengphy.2024.104208Article
Partial policy hidden medical data access control method based on CP-ABE
Huang, Jing, Tang, Detao, Jiang, Chenyu, Chen, Fulong, Zhang, Ji, Xie, Dong, Wang, Taochun, Zhao, Chuanxin, Wang, Chao and Li, Jintao. 2024. "Partial policy hidden medical data access control method based on CP-ABE." Journal of Ambient Intelligence and Humanized Computing. https://doi.org/10.1007/s12652-024-04843-6Article
Prevalence and associated factors of last dental visit and teeth cleaning frequency in Bangladesh, Bhutan, and Nepal: Findings from nationally representative surveys
GuptaI, Rajat Das, Haider, Shams Shabab, Jahan, Shah Saif, Islam, Md. Irteja, Mazumder, Ananna, Zafar, Muhammad Sohail, Siddika, Nazeeba and Apu, Ehsanul Hoque. 2024. " Prevalence and associated factors of last dental visit and teeth cleaning frequency in Bangladesh, Bhutan, and Nepal: Findings from nationally representative surveys." PLoS Global Public Health. 4 (7). https://doi.org/10.1371/journal.pgph.0003511Article
Half-hourly electricity price prediction with a hybrid convolution neural network-random vector functional link deep learning approach
Ghimire, Sujan, Deo, Ravinesh C., Casillas-Perez, David, Sharma, Ekta, Salcedo-sanz, Sancho, Barua, Prabal and Acharya, U. Rajendra. 2024. "Half-hourly electricity price prediction with a hybrid convolution neural network-random vector functional link deep learning approach." Applied Energy. 374. https://doi.org/10.1016/j.apenergy.2024.123920Article
Astrometry and Precise Radial Velocities Yield a Complete Orbital Solution for the Nearby Eccentric Brown Dwarf LHS 1610 b
Fitzmaurice, Evan, Stefánsson, Guđmundur, Kavanagh, Robert D., Mahadevan, Suvrath, Cañas, Caleb I., Winn, Joshua N., Robertson, Paul, Ninan, Joe P., Albrecht, Simon, Callingham, J. R., Cochran, William D., Delamer, Megan, Ford, , Eric B., Kanodia, Shubham, Lin, Andrea S. J., Marcussen, Marcus L., Pope, Benjamin J. S., Ramsey, Lawrence W., Roy, Arpita, ..., Wright, Jason T.. 2024. "Astrometry and Precise Radial Velocities Yield a Complete Orbital Solution for the Nearby Eccentric Brown Dwarf LHS 1610 b." The Astronomical Journal. 168 (3). https://doi.org/10.3847/1538-3881/ad57beArticle
ConcatNeXt: An automated blood cell classification with a new deep convolutional neural network
Erten, Mehmet, Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker, Tan, Ru‑San and Acharya, U. R.. 2024. "ConcatNeXt: An automated blood cell classification with a new deep convolutional neural network." Multimedia Tools and Applications. https://doi.org/10.1007/s11042-024-19899-xArticle
Generous teacher: Good at distilling knowledge for student learning
Ding, Yifeng, Yang, Gaoming, Yin, Shuting, Zhang, Ji, Fang, Xianjin and Yang, Wencheng. 2024. "Generous teacher: Good at distilling knowledge for student learning." Image and Vision Computing. 150. https://doi.org/10.1016/j.imavis.2024.105199Article
N-BodyPat: Investigation on the dementia and Alzheimer's disorder detection using EEG signals
Barua, Prabal Datta, Tuncer, Turker, Baygin, Mehmet, Dogan, Sengul and Acharya, U. Rajendra. 2024. "N-BodyPat: Investigation on the dementia and Alzheimer's disorder detection using EEG signals." Knowledge-Based Systems. 304. https://doi.org/10.1016/j.knosys.2024.112510Article
Deep learning in radiology for lung cancer diagnostics: A systematic review of classification, segmentation, and predictive modeling techniques
Atmakuru, Anirudh, Chakraborty, Subrata, Faust, Oliver, Salvi, Massimo, Barua, Prabal Datta, Molinari, Filippo, Acharya, U.R. and Homaira, Nusrat. 2024. "Deep learning in radiology for lung cancer diagnostics: A systematic review of classification, segmentation, and predictive modeling techniques." Expert Systems with Applications. 255 (Part B). https://doi.org/10.1016/j.eswa.2024.124665Article
Interpretation of Artificial Intelligence Models in Healthcare: A Pictorial Guide for Clinicians
Ardakani, Ali Abbasian, Airom, Omid, Khorshidi, Hamid, Bureau, Nathalie J., Salvi, Massimo, Molinari, Filippo and Acharya, U. Rajendra. 2024. "Interpretation of Artificial Intelligence Models in Healthcare: A Pictorial Guide for Clinicians." Journal of Ultrasound in Medicine. 43 (10), pp. 1789-1818. https://doi.org/10.1002/jum.16524Article
Towards next-generation federated learning: A case study on privacy attacks in artificial intelligence systems
Sharma, Ekta, Deo, Ravinesh C, Davey, Christopher P., Carter, Brad D. and Salcedo-sanz, Sancho. 2024. "Towards next-generation federated learning: A case study on privacy attacks in artificial intelligence systems." 2024 IEEE Conference on Artificial Intelligence (CAI 2024). Singapore 25 - 27 Jun 2024 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/CAI59869.2024.00259Paper
Poster: Cloud Computing with AI-empowered Trends in Software-Defined Radios: Challenges and Opportunities
Sharma, Ekta, Deo, Ravinesh C., Davey, Christopher P., Carter, Brad D. and Salcedo-sanz, Sancho. 2024. "Poster: Cloud Computing with AI-empowered Trends in Software-Defined Radios: Challenges and Opportunities." 2024 IEEE 25th International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM 2024). Perth, Australia 04 - 07 Jun 2024 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/WoWMoM60985.2024.00054Poster
An Urban Air Quality Prediction Model based on Dynamic Correlation of Influencing Factors
Li, Lin, Mai, Yunqi, Chu, Yu, Tao, Xiaohui and Yong, Jiaming. 2024. "An Urban Air Quality Prediction Model based on Dynamic Correlation of Influencing Factors." N., Shen W.Shen W.Barthes J.-P.Luo J.Qiu T.Zhou X.Zhang J.Zhu H.Peng K.Xu T.Chen (ed.) 27th International Conference on Computer Supported Cooperative Work in Design (CSCWD 2024 ). Tianjin, China 08 - 10 May 2024 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/CSCWD61410.2024.10580204Paper
Computational Personality Analysis with Interpretability Empowered Prediction
Elmahalaw, Ahmed R., Li, Lin, Wu, Xiaohua, Tao, Xiaohui and Yong, Jianming. 2024. "Computational Personality Analysis with Interpretability Empowered Prediction." 27th International Conference on Computer Supported Cooperative Work in Design (CSCWD 2024 ). Tianjin, China 08 - 10 May 2024 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/CSCWD61410.2024.10580811Paper
Advancing spatial analysis of invasive species movement data to improve monitoring, control programs and decision making: feral cat home range as a case study
Wilson, Cameron, Gentle, Matthew and Fancourt, Bronwyn. 2024. "Advancing spatial analysis of invasive species movement data to improve monitoring, control programs and decision making: feral cat home range as a case study." Pacific Conservation Biology. 30 (5). https://doi.org/10.1071/PC24031Article
William Frederick Denning: Grand Amateur and Doyen of British Meteor Astronomy, by Martin Beech
Orchiston, Wayne. 2024. "William Frederick Denning: Grand Amateur and Doyen of British Meteor Astronomy, by Martin Beech." Journal of Astronomical History and Heritage. 27 (2), pp. 447-450. https://doi.org/10.3724/SP.J.1440-2807.2024.02.27Book review
A real-time epilepsy seizure detection approach based on EEG using short-time Fourier transform and Google-Net convolutional neural network
Shen, Mingkan, Yang, Fuwen, Wen, Peng, Song, Bo and Li, Yan. 2024. "A real-time epilepsy seizure detection approach based on EEG using short-time Fourier transform and Google-Net convolutional neural network." Heliyon. 10 (11). https://doi.org/10.1016/j.heliyon.2024.e31827Article
BADFSS: Backdoor Attacks on Federated Self-Supervised Learning
Zhang, Jiale, Zhu, Chengcheng, Wu, Di, Sun, Xiaobing, Yong, Jianming and Long, Guodong. 2024. "BADFSS: Backdoor Attacks on Federated Self-Supervised Learning." Larson, Kate (ed.) 33rd International Joint Conference on Artificial Intelligence (IJCAI-24). Jeju, Korea 03 - 09 Aug 2024 Korea. https://doi.org/10.24963/ijcai.2024/61Paper
Barriers to Access and Participation in Higher Education: The Case for a “Bounded Agency” Perspective
Sherwood, Celeste, Green, Jonathan H., Davis, Charmaine and Devi, Aruna. 2024. "Barriers to Access and Participation in Higher Education: The Case for a “Bounded Agency” Perspective." Padro, Fernando F., Green, Jonathan H. and Bull, David (ed.) Widening Participation in Higher Education. Singapore. Springer. pp. 1-26Edited book (chapter)
Academic Numeracies Framework – A tool to facilitate the systematic embedding of numeracies in university
Salmeron, Raquel, Galligan, Linda, Howarth, Debi and Raj, Nawin. 2024. "Academic Numeracies Framework – A tool to facilitate the systematic embedding of numeracies in university." 15th International Congress on Mathematical Education (ICME-15). Sydney, Australia 07 - 14 Jul 2024 Australia.Presentation
Enhanced AI-Based Methodologies for Detection of Prenatal & Postnatal Depression In Women
Gopalakrishnan, Abinaya. 2024. Enhanced AI-Based Methodologies for Detection of Prenatal & Postnatal Depression In Women. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/z960xPhD Thesis
The role of numbers in teaching mathematics at university level
Yevdokimov, Oleksiy. 2024. "The role of numbers in teaching mathematics at university level." Campbell, A.L. (ed.) The 14th Delta Conference on the Teaching and Learning of Undergraduate Mathematics and Statistics . Cape Town, South Africa 26 Nov - 01 Dec 2023 South Africa. University of Cape Town.Paper
The use of straightedge, compass, and fixed shapes to enhance the content knowledge of mathematics teachers in their professional training in geometry education
Yevdokimov, Oleksiy. 2024. "The use of straightedge, compass, and fixed shapes to enhance the content knowledge of mathematics teachers in their professional training in geometry education." Lowrie, T. (ed.) The 26th ICMI Study . Reims, France 23 - 26 Apr 2024 France.Paper
From wide to deep: dimension lifting network for parameter-efficient knowledge graph embedding
Cai, Borui, Xiang, Yong, Gao, Longxiang, Wu, Di, Zhang, He, Jin, Jiong and Luan, Tom. 2024. "From wide to deep: dimension lifting network for parameter-efficient knowledge graph embedding." IEEE Transactions on Knowledge and Data Engineering. 36 (12), pp. 8341-8348. https://doi.org/10.1109/TKDE.2024.3437479Article
Green synthesis of a P/N/B-containing aggregate for boosting fire-retardancy of PA6/aluminum diethylphosphinate composites
Lu, Yixia, Chu, Tao, Huo, Siqi, Huang, Guobo, Xu, Zhiguang, Feng, Jiabing, Xie, Hongyan, Jafari, Pooya, Wang, Hao and Song, Pingan. 2024. "Green synthesis of a P/N/B-containing aggregate for boosting fire-retardancy of PA6/aluminum diethylphosphinate composites." Polymer Degradation and Stability. 229. https://doi.org/10.1016/j.polymdegradstab.2024.110949Article
Vibration as a New Survey Method for Spiders
Harris, Rachael, Raven, Robert, Maxwell, Andrew and Murray, Peter J.. 2024. "Vibration as a New Survey Method for Spiders." Animals. 14 (16). https://doi.org/10.3390/ani14162307Article
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