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
3875 results found
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Privacy-preserving pathological data sharing among multiple remote parties
Wu, Wei, Chen, Fulong, Yuan, Pinghai, Wang, Taochun, Xie, Dong, Zhao, Chuanxin, Wang, Chao, Tang, Detao, Li, Jingtao Li and Zhang, Ji. 2024. "Privacy-preserving pathological data sharing among multiple remote parties." Blockchain: Research and Applications. 5 (3). https://doi.org/10.1016/j.bcra.2024.100204Article
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
DeepPGD: A Deep Learning Model for DNA Methylation Prediction Using Temporal Convolution, BiLSTM, and Attention Mechanism
Teragawa, Shoryu, Wang, Lei and Liu, Yi. 2024. "DeepPGD: A Deep Learning Model for DNA Methylation Prediction Using Temporal Convolution, BiLSTM, and Attention Mechanism." International Journal of Molecular Sciences. 25 (15). https://doi.org/10.3390/ijms25158146Article
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
"Getting People Back Into the Community": Forensic Mental Health Nurses' Perceptions and Experiences of the Recovery Model Within a High-Secure Hospital
Roberts, Casey, Luder, Michael, McMullen, Crystal, Cole, Rosalind, Ward, Nicole, Dignam, Paul and Ireland, Michael. 2024. ""Getting People Back Into the Community": Forensic Mental Health Nurses' Perceptions and Experiences of the Recovery Model Within a High-Secure Hospital." Journal of Forensic Nursing. https://doi.org/10.1097/JFN.0000000000000511Article
The mean longitudinal magnetic field and its uses in radial-velocity surveys
Rescigno, F., Mortier, A., Dumusque, X., Lakeland, B. S., Haywood, R., Piskunov, N., Nicholson, B. A., Lopez-Morales, M., Dalal, S., Cretignier, M., Klein, B., Collier Cameron, A., Ghedina, A., Gonzalez, M., Cosentino, R., Sozzetti, A. and Saar, S. H.. 2024. "The mean longitudinal magnetic field and its uses in radial-velocity surveys." Monthly Notices of the Royal Astronomical Society. 532 (2), pp. 2741-2762. https://doi.org/10.1093/mnras/stae1634Article
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
The TESS-Keck Survey. XXII. A Sub-Neptune Orbiting TOI-1437
Pidhorodetska, Daria, Gilbert, Emily A., Kane, Stephen R., Barclay, Thomas, Polanski, Alex S., Hill, Michelle L., Stassun, Keivan G., Giacalone, Steven, Ciardi, David R., Boyle, Andrew W., Howell, Steve B., Lillo-Box, Jorge, MacDougall, Mason G., Fetherolf, Tara, Batalha, Natalie M., Crossfield, Ian J. M., Dressing, Courtney, Fulton, Benjamin, Howard, Andrew W., ..., Schwieterman, Edward W.. 2024. "The TESS-Keck Survey. XXII. A Sub-Neptune Orbiting TOI-1437." The Astronomical Journal. 168 (3). https://doi.org/10.3847/1538-3881/ad6901Article
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
HD152843 b & c: the masses and orbital periods of a sub-Neptune and a superpuff Neptune
Nicholson, B. A., Aigrain, S., Eisner, N. L., Cretignier, M., Barragan, O., Kaye, L., Taylor, J., Owen, J., Mortier, A., Affer, L., Boschin, W., Buchhave, L. A., Collier Cameron, A., Damasso, M., Di Fabrizio, L., DiTomasso, V., Dumusque, X., Ghedina, A., Latham, D. W., ..., Sozzetti, A.. 2024. "HD152843 b & c: the masses and orbital periods of a sub-Neptune and a superpuff Neptune." Monthly Notices of the Royal Astronomical Society. 532 (4), pp. 4632-4644. https://doi.org/10.1093/mnras/stae1821Article
Thermo-phototronic Effect in Double Semiconductor Heterostructures for Highly Sensitive Self-Powered Sensors
Nguyen, Hung, Nguyen, Duy Van, Tran, Thi Lap, Dao, Dzung Viet, Nguyen, Nam-Trung, Bell, John and Dinh, Toan. 2024. "Thermo-phototronic Effect in Double Semiconductor Heterostructures for Highly Sensitive Self-Powered Sensors." ACS Applied Electronic Materials. 6 (9), p. 6957–6964. https://doi.org/10.1021/acsaelm.4c01287Article
Surviving in the Hot-Neptune Desert: The Discovery of the Ultrahot Neptune TOI-3261b
Huang, Chelsea X., Nabbie, Emma, Burt, Jennifer A., Armstrong, David J., Mamajek, Eric E., Adibekyan, Vardan, Sousa, Sérgio G., Lopez, Eric D., Thorngren, Daniel, Fernández, Jorge Fernández, Li, Gongjie, Jenkins, James S., Vines, Jose I., da Silva, João Gomes, Wittenmyer, Robert A., Bayliss, Daniel, Briceno, César, Collins, Karen A., Dumusque, Xavier, ..., Wohler, Bill. 2024. "Surviving in the Hot-Neptune Desert: The Discovery of the Ultrahot Neptune TOI-3261b." The Astronomical Journal. 168 (3). https://doi.org/10.3847/1538-3881/ad60beArticle
Searching for Neutral Hydrogen Escape from the 120 Myr Old Sub-Neptune HIP94235b using HST
Huang, Chelsea X., Morrissey, Ava, Zhou, George, Wright, Duncan, Auger, Caitlin, Rockcliffe, Keighley E., Newton, Elisabeth R., Rogers, James G., Gibson, Neale, Lowson, Nataliea, Mayorga, L. C. and Wittenmyer, Robert A.. 2024. "Searching for Neutral Hydrogen Escape from the 120 Myr Old Sub-Neptune HIP94235b using HST." The Astronomical Journal. 168 (4). https://doi.org/10.3847/1538-3881/ad6a53Article
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
Variate Associated Domain Adaptation for Unsupervised Multivariate Time Series Anomaly Detection
He, Yifan, Bian, Yatao, Ding, Xi, Wu, Bingzhe, Guan, Jihong, Zhang, Ji and Zhou, Shuigeng. 2024. "Variate Associated Domain Adaptation for Unsupervised Multivariate Time Series Anomaly Detection." ACM Transactions on Knowledge Discovery from Data. 18 (8). https://doi.org/10.1145/3663573Article
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
A hot-Jupiter progenitor on a super-eccentric retrograde orbit
Gupta, Arvind F., Millholland, Sarah C., Im, Haedam, Dong, Jiayin, Jackson, Jonathan M., Carleo, Ilaria, Libby-Roberts, Jessica, Delamer, Megan, Giovinazzi, Mark R., Lin, Andrea S. J., Kanodia, Shubham, Wang, Xian-Yu, Stassun, Keivan, Masseron, Thomas, Dragomir, Diana, Mahadevan, Suvrath, Wright, Jason, Alvarado-Montes, Alvarado-Montes, Bender, Chad, ..., Ziegler, Carl. 2024. "A hot-Jupiter progenitor on a super-eccentric retrograde orbit." Nature. 632, pp. 50-54. https://doi.org/10.1038/s41586-024-07688-3Article
TOpI-2447 b / NGTS-29 b: A 69-day Saturn around a Solar analogue
Gill, Samuel, Bayliss, Daniel, Ulmer-Moll, Solene, Wheatley, Peter J., Brahm, Rafael, Anderson, David R., Armstrong, David, Apergis, Ioannis, Alves, Douglas R., Burleigh, Matthew R., Butler, R. P., Bouchy, Francois, Battley, Matthew P., Bryant, Edward M., Bieryla, Allyson, Crane, Jeffrey D., Collins, Karen A., Casewell, Sarah L., Carleo, Ilaria, ..., Zivave, Tafadzwa. 2024. "TOpI-2447 b / NGTS-29 b: A 69-day Saturn around a Solar analogue." Monthly Notices of the Royal Astronomical Society. 532 (2), pp. 1444-1458. https://doi.org/10.1093/mnras/stae1256Article
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
P-Chain: Towards privacy-aware smart contract using SMPC
Diao, Yiqing, Ye, Ayong, Zhang, Yuexin, Zhang, Ji and Xu, Li. 2024. "P-Chain: Towards privacy-aware smart contract using SMPC." Journal of Information Security and Applications. 86. https://doi.org/10.1016/j.jisa.2024.103872Article
TOI-1685 b Is a Hot Rocky Super-Earth: Updates to the Stellar and Planet Parameters of a Popular JWST Cycle 2 Target
Burt, Jennifer A., Hooton, Matthew J., Mamajek, Eric E., Barragan, Oscar, Millholland, Sarah C., Fairnington, Tyler R, Fisher, Chloe, Halverson, Samuel P., Huang, Chelsea X., Brady, Madison, Seifahrt, Andreas, Gaidos, Erc, Luque, Rafael, Kasper, David and Bean, Jacob L.. 2024. "TOI-1685 b Is a Hot Rocky Super-Earth: Updates to the Stellar and Planet Parameters of a Popular JWST Cycle 2 Target." The Astrophysical Journal Letters. 971 (1). https://doi.org/10.3847/2041-8213/ad5b52Article
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. https://doi.org/10.1002/jum.16524Article
Speed Prediction of Multiple Traffic Scenarios with Local Fluctuation
Zhang, Tianyu, Li, Lin, Zhang, Rui and Tao, Xiaohui. 2024. "Speed Prediction of Multiple Traffic Scenarios with Local Fluctuation." H., Zhang W.Yang Z.Wang X.Tung A.Zheng Z.Guo (ed.) 8th APWeb-WAIM joint International Conference on Web and Big Data (APWeb-WAIM 2024). Jinhua, China 30 Aug - 01 Sep 2024 Singapore . Springer. https://doi.org/10.1007/978-981-97-7235-3_28Paper
A Novel Multi-scale Spatiotemporal Graph Neural Network for Epidemic Prediction
Xu, Zenghui, Li, Mingzhang, Yu, Ting, Hou, Linlin, Zhang, P., Kiran, Rage Uday, Li, Zhao and Zhang, Ji. 2024. "A Novel Multi-scale Spatiotemporal Graph Neural Network for Epidemic Prediction." A.M., Strauss C.Amagasa T.Manco G.Kotsis G.Khalil I.Tjoa (ed.) 35th International Conference on Database and Expert Systems Applications (DEXA 2024). Naples, Italy 26 - 28 Aug 2024 Switzerland . Springer. https://doi.org/10.1007/978-3-031-68312-1_21Paper
Accelerating Maximal Bicliques Enumeration with GPU on large scale network
Wu, Chunqi, Li, Jingdong, Li, Zhao, Zhang, Ji and Tang, Pan. 2024. "Accelerating Maximal Bicliques Enumeration with GPU on large scale network." Future Generation Computer Systems: the international journal of grid computing: theory, methods and applications. 161, pp. 601-613. https://doi.org/10.1016/j.future.2024.07.021Article
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