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
4044 results found
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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. 43 (10), pp. 1789-1818. 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
Non-Codeing RNAs Family Prediction Based on RNA Representation and Deep Learning
Teragawa, Shoryu, Wang, Lei and Liu, Yi. 2024. "Non-Codeing RNAs Family Prediction Based on RNA Representation and Deep Learning." 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/CSCWD61410.2024.10580496Paper
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
A Lightweight Deep Learning Model for EEG Classification Across Visual Stimuli
Liu, Yi, Goh, Steven, Low, Tobias, Quince, Zach and Teragawa, Shoryu. 2024. "A Lightweight Deep Learning Model for EEG Classification Across Visual Stimuli." 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/CSCWD61410.2024.10580396Paper
Stationary Multi-scale Hierarchical Dilated Graph Convolution for Multivariate Time Series Anomaly Detection
Liang, Lifang, Qiu, Xuyi, Zhang, Yan, Guan, Donghai, Zhang, Ji and Yuan, Weiwei. 2024. "Stationary Multi-scale Hierarchical Dilated Graph Convolution for Multivariate Time Series Anomaly Detection." 5th International Conference on Big Data and Security (ICBDS 2023). Nanjing, China 22 - 24 Dec 2023 Singapore . Springer. https://doi.org/10.1007/978-981-97-4390-2_5Paper
MealRec+: A Meal Recommendation Dataset with Meal-Course Affiliation for Personalization and Healthiness
Li, Ming, Li, Lin, Tao, Xiaohui and Huang, Jimmy Xiangji. 2024. "MealRec+: A Meal Recommendation Dataset with Meal-Course Affiliation for Personalization and Healthiness." 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR ’24). Washington DC, United States 14 - 18 Jul 2024 United States. Association for Computing Machinery (ACM). https://doi.org/10.1145/3626772.3657857Paper
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
CrimeAlarm: Towards Intensive Intent Dynamics in Fine-Grained Crime Prediction
Hu, Kaixi, Li, Lin, Xie, Qing, Tao, Xiaohui and Xu, Guandong. 2024. "CrimeAlarm: Towards Intensive Intent Dynamics in Fine-Grained Crime Prediction." H.V., Onizuka M.Lee J.-G.Tong Y.Xiao C.Ishikawa Y.Lu K.Amer-Yahia S.Jagadish (ed.) 29th International Conference on Database Systems for Advanced Applications (DASFAA 2024). Gifu, Japan 02 - 05 Jul 2024 Singapore . Springer. https://doi.org/10.1007/978-981-97-5575-2_7Conference or Workshop item
Magnitude-Contrastive Network for Unsupervised Graph Anomaly Detection
Ge, Fei, Zhang, Ji, Wang, Zhen, Zhou, Yuqian and Li, Zhao. 2024. "Magnitude-Contrastive Network for Unsupervised Graph Anomaly Detection." 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/10.1007/978-981-97-7241-4_30Paper
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.2024/61Presentation
HD 21520 b: a warm sub-Neptune transiting a bright G dwarf
Nies, Molly, Mireles, Ismael, Bouchy, François, Dragomir, Diana, Nicholson, Belinda A., Eisner, Nora L., Sousa, Sergio G., Collins, Karen A., Howell, Steve B., Ziegler, Carl, Hellier, Coel, Addison, Brett, Ballard, Sarah, Bowler, Brendan P., Briceno, César, Clark, Catherine A., Conti, Dennis M., Dumusque, Xavier, Edwards, Billy, ..., Ricker, George R.. 2024. "HD 21520 b: a warm sub-Neptune transiting a bright G dwarf." Monthly Notices of the Royal Astronomical Society. 534 (4), pp. 3744-3760. https://doi.org/10.1093/mnras/stae2079Article
Trials and Tribulations in the Reanalysis of KELT-24 b: A Case Study for the Importance of Stellar Modeling
Giovinazzi, Mark R., Cale, Bryson, Eastman, Jason D., Rodriguez, Joseph E., Blake, Cullen H., Stassun, Keivan G., Vanderburg, Andrew, Kunimoto, Michelle, Kraus, Adam L., Twicken, Joseph, Beatty, Thomas G., Dedrick, Cayla M., Horner, Jonathan, Johnson, John A., Johnson, Samson A., McCrady, Nate, Plavchan, Peter, Sliski, David H., Wilson, Maurice L., ..., Cornachione, Matthew. 2024. "Trials and Tribulations in the Reanalysis of KELT-24 b: A Case Study for the Importance of Stellar Modeling." The Astronomical Journal. 168 (3). https://doi.org/10.3847/1538-3881/ad55ecArticle
The β Pictoris b Hill sphere transit campaign: II. Searching for the signatures of the β Pictoris exoplanets through time delay analysis of the δ Scuti pulsations
Zieba, Sebastian, Zwintz, Konstanze, Kenworthy, Matthew, Hey, Daniel, Murphy, Simon J., Kuschnig, Rainer, Abe, Lyu, Agabi, Abdelkrim, Mekarnia, Djamel, Guillot, Tristan, Schmider, François-Xavier, Stee, Philippe, De Pra, Yuri, Buttu, Marco, Crouzet, Nicolas, Mellon, Samuel, Bailey III, Jeb, Stuik, Remko, Dorval, Patrick, ..., Wang, Lifan. 2024. "The β Pictoris b Hill sphere transit campaign: II. Searching for the signatures of the β Pictoris exoplanets through time delay analysis of the δ Scuti pulsations." Astronomy and Astrophysics: a European journal. 687. https://doi.org/10.1051/0004-6361/202347754Article
A New Catalog of 100,000 Variable TESS A-F Stars Reveals a Correlation between δ Scuti Pulsator Fraction and Stellar Rotation
Gootkin, Keyan, Hon, Marc, Huber, Daniel, Hey, Daniel R., Bedding, Timothy R. and Murphy, Simon J.. 2024. "A New Catalog of 100,000 Variable TESS A-F Stars Reveals a Correlation between δ Scuti Pulsator Fraction and Stellar Rotation." The Astrophysical Journal: an international review of astronomy and astronomical physics. 972 (2). https://doi.org/10.3847/1538-4357/ad5282Article
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