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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ConIS: controllable text-driven image stylization with semantic intensity
Yang, Gaoming, Li, Changgeng and Zhang, Ji. 2024. "ConIS: controllable text-driven image stylization with semantic intensity." Multimedia Systems. 30 (4). https://doi.org/10.1007/s00530-024-01381-1Article
Fast face swapping with high-fidelity lightweight generator assisted by online knowledge distillation
Yang, Gaoming, Ding, Yifeng, Fang, Xianjin, Zhang, Ji and Chu, Yan. 2024. "Fast face swapping with high-fidelity lightweight generator assisted by online knowledge distillation." The Visual Computer. https://doi.org/10.1007/s00371-024-03414-2Article
Two-dimensional data partitioning for non-negative matrix tri-factorization
Yan, Jiaxing, Liu, Hai, Lei, Zhiqi, Rao, Yanghui, Liu, Guan, Xie, Haoran, Tao, Xiaohui and Wang, Fu Lee. 2024. "Two-dimensional data partitioning for non-negative matrix tri-factorization." Big Data Research. 37. https://doi.org/10.1016/j.bdr.2024.100473Article
Enhancing strategic deployment of baiting transects for invasive species control – a case study for feral pig baiting in north-eastern Australia
Wilson, Cameron, Gentle, Matthew and Marshall, Darren. 2024. "Enhancing strategic deployment of baiting transects for invasive species control – a case study for feral pig baiting in north-eastern Australia." Wildlife Research. 51 (4). https://doi.org/10.1071/WR23115Article
The Occurrence of Small, Short-period Planets Younger than 200 Myr with TESS
Vach, Sydney, Zhou, George, Huang, Chelsea X., Rogers, James G., Bouma, L. G., Douglas, Stephanie T., Kunimoto, Michelle, Mann, Andrew W., Barber, Madyson G., Quinn, Samuel N., Latham, David W., Bieryla, Allyson and Collins, Karen. 2024. "The Occurrence of Small, Short-period Planets Younger than 200 Myr with TESS." The Astronomical Journal. 167 (5). https://doi.org/10.3847/1538-3881/ad3108Article
FLP: Factor lattice pattern-based automated detection of Parkinson's disease and specific language impairment using recorded speech
Tuncer, Turker, Dogan, Sengul, Baygin, Mehmet, Barua, Prabal Datta, Palmer, Elizabeth Emma, March, Sonja, Ciaccio, Edward J., Tan, Ru-San and Acharya, U. Rajendra. 2024. "FLP: Factor lattice pattern-based automated detection of Parkinson's disease and specific language impairment using recorded speech." Computers in Biology and Medicine. 173. https://doi.org/10.1016/j.compbiomed.2024.108280Article
A lightweight deep convolutional neural network model for skin cancer image classification
Tuncer, Turker, Barua, Prabal Datta, Tuncer, Ilknur, Dogan, Sengul and Acharya, U. Rajendra. 2024. "A lightweight deep convolutional neural network model for skin cancer image classification." Applied Soft Computing. 162. https://doi.org/10.1016/j.asoc.2024.111794Article
TESS Hunt for Young and Maturing Exoplanets (THYME). X. A Two-planet System in the 210 Myr MELANGE-5 Association
Thao, Pa Chia, Mann, Andrew W., Barber, Madyson G., Kraus, Adam L., Tofflemire, Benjamin M., Bush, Jonathan L., Wood, Mackenna L., Collins, Karen A., Vanderburg, Andrew, Quinn, Samuel N., Zhou, George, Newton, Elisabeth R., Ziegler, Carl, Law, Nicholas, Barkaoui, Khalid, Pozuelos, Francisco J., Timmermans, Mathilde, Gillon, Michaël, Jehin, Emmanuël, ..., Kunimoto, Michelle. 2024. "TESS Hunt for Young and Maturing Exoplanets (THYME). X. A Two-planet System in the 210 Myr MELANGE-5 Association." The Astronomical Journal. 168 (1). https://doi.org/10.3847/1538-3881/ad4993Article
An efficient Parkinson's disease detection framework: Leveraging time-frequency representation and AlexNet convolutional neural network
Siuly, Siuly, Khare, Smith K., Kabir, Enamul, Sadiq, Muhammad Tariq and Wang, Hua. 2024. "An efficient Parkinson's disease detection framework: Leveraging time-frequency representation and AlexNet convolutional neural network." Computers in Biology and Medicine. 174. https://doi.org/10.1016/j.compbiomed.2024.108462Article
Special issue on link prediction in complex networks
Sheng, Michael, Cai, Taotao and Mahmood, Adnan. 2024. "Special issue on link prediction in complex networks." Computing. 106 (7), pp. 2079-2079. https://doi.org/10.1007/s00607-024-01298-7Editorial
Automated detection of Zika and dengue in Aedes aegypti using neural spiking analysis: A machine learning approach
Sharifrazi, Danial, Javed, Nouman, Alizadehsani, Roohallah, Paradkar, Prasad N., Acharya, U. Rajendra and Bhatti, Asim. 2024. "Automated detection of Zika and dengue in Aedes aegypti using neural spiking analysis: A machine learning approach." Biomedical Signal Processing and Control. 96 (Part B). https://doi.org/10.1016/j.bspc.2024.106594Article
Graph-Enabled Reinforcement Learning for Time Series Forecasting With Adaptive Intelligence
Shaik, Thanveer, Tao, Xiaohui, Xie, Haoran, Li, Lin, Yong, Jianming and Li, Yuefeng. 2024. "Graph-Enabled Reinforcement Learning for Time Series Forecasting With Adaptive Intelligence." IEEE Transactions on Emerging Topics in Computational Intelligence. 8 (4), pp. 2908-2918. https://doi.org/10.1109/TETCI.2024.3398024Article
All you need is data preparation: A systematic review of image harmonization techniques in Multi-center/device studies for medical support systems
Seoni, Silvia, Shahini, Alen, Meiburger, Kristen M., Marzola, Francesco, Rotunno, Giulia, Acharya, U. Rajendra, Molinari, Filippo and Salvi, Massimo. 2024. "All you need is data preparation: A systematic review of image harmonization techniques in Multi-center/device studies for medical support systems." Computer Methods and Programs in Biomedicine. 250. https://doi.org/10.1016/j.cmpb.2024.108200Article
Erdos: A Novel Blockchain Consensus Algorithm with Equitable Node Selection and Deterministic Block Finalization
Sello, Buti, Yong, Jianming and Tao, Xiaohui. 2024. "Erdos: A Novel Blockchain Consensus Algorithm with Equitable Node Selection and Deterministic Block Finalization." Data Science and Engineering. https://doi.org/10.1007/s41019-024-00251-0Article
Harnessing machine learning for EEG signal analysis: Innovations in depth of anaesthesia assessment
Schmierer, Thomas, Li, Tianning and Li, Yan. 2024. "Harnessing machine learning for EEG signal analysis: Innovations in depth of anaesthesia assessment." Artificial Intelligence in Medicine. 151. https://doi.org/10.1016/j.artmed.2024.102869Article
The TESS-Keck Survey. XII. A Dense 1.8 R⊕ Ultra-short-period Planet Possibly Clinging to a High-mean-molecular-weight Atmosphere after the First Gigayear
Rubenzahl, Ryan A., Dai, Fei, Howard, Andrew W., Lissauer, Jack J., Van Zandt, Judah, Beard, Corey, Giacalone, Steven, Akana Murphy, Joseph M., Chontos, Ashley, Lubin, Jack, Brinkman, Casey L., Tyler, Dakotah, MacDougall, Mason G., Rice, Malena, Dalba, Paul A., Mayo, Andrew W., Weiss, Lauren M., Polanski, Alex S., Blunt, Sarah, ..., Pedani, Marco. 2024. "The TESS-Keck Survey. XII. A Dense 1.8 R⊕ Ultra-short-period Planet Possibly Clinging to a High-mean-molecular-weight Atmosphere after the First Gigayear ." The Astronomical Journal. 167 (4). https://doi.org/10.3847/1538-3881/ad28bbArticle
Atmospheric Visibility and Cloud Ceiling Predictions With Hybrid IIS-LSTM Integrated Model: Case Studies for Fiji's Aviation Industry
Raj, Shiveel, Deo, Ravinesh C., Sharma, Ekta, Prasad, Ramendra, Dinh, Toan and Salcedo-sanz, Sancho. 2024. "Atmospheric Visibility and Cloud Ceiling Predictions With Hybrid IIS-LSTM Integrated Model: Case Studies for Fiji's Aviation Industry." IEEE Access. 12, pp. 72530-72543. https://doi.org/10.1109/ACCESS.2024.3401091Article
The TESS-Keck Survey. XX. 15 New TESS Planets and a Uniform RV Analysis of All Survey Targets
Polanski, Alex S., Lubin, Jack, Beard, Corey, Akana Murphy, Joseph M., Rubenzahl, Ryan Rube, Hill, Michelle L, Crossfield, Ian J. M., Chontos, Ashley, Robertson, Paul, Isaacson, Howard, Kane, Stephen R., Ciardi, David R., Batalha, Natalie M., Dressing, Courtney, Fulton, Benjamin, Howard, Andrew W., Huber, Daniel, Petigura, Erik A., Weiss, Lauren M., ..., Morales-Calderon, María. 2024. "The TESS-Keck Survey. XX. 15 New TESS Planets and a Uniform RV Analysis of All Survey Targets." Astrophysical Journal Supplement Series. 272 (2). https://doi.org/10.3847/1538-4365/ad4484Article
Role of internet use, mobile phone, media exposure and domestic migration on reproductive health service use in Bangladeshi married adolescents and young women
Pickard, Anita, Islam, Md Irteja, Ahmed, Md Sabbir and Martiniuk, Alexandra. 2024. "Role of internet use, mobile phone, media exposure and domestic migration on reproductive health service use in Bangladeshi married adolescents and young women." PLoS Global Public Health. 4 (3). https://doi.org/10.1371/journal.pgph.0002518Article
Editorial: Education in public health: 2022
Orlando, Stefano, Kabir, Enamul, Harver, Andrew and Hu, Jie. 2024. "Editorial: Education in public health: 2022." Frontiers in Public Health. 12. https://doi.org/10.3389/fpubh.2024.1385350Editorial
Chaotic opposition Golden Sinus Algorithm for global optimization problems
Olmez, Yagmur, Koca, Gonca Ozmen, Sengur, Abdulkadir and Acharya, U. Ranjendra. 2024. "Chaotic opposition Golden Sinus Algorithm for global optimization problems." Chaos, Solitons and Fractals. 183. https://doi.org/10.1016/j.chaos.2024.114869Article
Lightweight federated learning for STIs/HIV prediction
Nguyen, Thi Phuoc Van, Yang, Wencheng, Tang, Zhaohui, Xia, Xiaoyu, Mullens, Amy B., Dean, Judith A. and Li, Yan. 2024. "Lightweight federated learning for STIs/HIV prediction." Scientific Reports. 14 (1). https://doi.org/10.1038/s41598-024-56115-0Article
Tunable thermo-phototronic effect in unintentionally doped n-3C-SiC/p-Si heterostructure
Nguyen, Hung, Nguyen, Duy Van, Tran, Thi Lap, Song, Pingan, Hong, Min, Dao, Dzung Viet, Nguyen, Nam-Trung, Bell, John and Dinh, Toan. 2024. "Tunable thermo-phototronic effect in unintentionally doped n-3C-SiC/p-Si heterostructure." Applied Physics Letters. 124 (15). https://doi.org/10.1063/5.0187276Article
A cohort study on the predictive capability of body composition for diabetes mellitus using machine learning
Nematollahi, Mohammad Ali, Askarinejad, Amir, Asadollahi, Arefeh, Bazrafshan, Mehdi, Sarejloo, Shirin, Moghadami, Mana, Sasannia, Sarvin, Farjam, Mojtaba, Homayounfar, Reza, Pezeshki, Babak, Amini, Mitra, Roshanzamir, Mohamad, Alizadehsani, Roohallah, Bazrafshan, Hanieh, Bazrafshan drissi, Hamed, Tan, Ru-San, Acharya, U. Rajendra and Islam, Mohammed Shariful Sheikh. 2024. "A cohort study on the predictive capability of body composition for diabetes mellitus using machine learning." Journal of Diabetes and Metabolic Disorders. 23 (1), pp. 773-781. https://doi.org/10.1007/s40200-023-01350-xArticle
Designing interpretable ML system to enhance trust in healthcare: A systematic review to proposed responsible clinician-AI-collaboration framework
Nasarian, Elham, Alizadehsani, Roohallah, Acharya, U.Rajendra and Tsui, Kwok-Leung. 2024. "Designing interpretable ML system to enhance trust in healthcare: A systematic review to proposed responsible clinician-AI-collaboration framework." Information Fusion. 108. https://doi.org/10.1016/j.inffus.2024.102412Article
Low-amplitude Solar-like Oscillations in the K5 V Star ϵ Indi A
Lundkvist, Mia S., Kjeldsen, Hans, Bedding, Timothy R., McCaughrean, Mark J., Butler, R. Paul, Slumstrup, Ditte, Campante, Tiago L., Aerts, Conny, Arentoft, Torben, Bruntt, Hans, Cardoso, Cátia V., Carrier, Fabien, Close, Laird M., da Silva, João Gomes, Kallinger, Thomas, King, Robert R., Li, Yaguang, Murphy, Simon J., Rørsted, Jakob L. and Stello, Dennis. 2024. "Low-amplitude Solar-like Oscillations in the K5 V Star ϵ Indi A." The Astrophysical Journal: an international review of astronomy and astronomical physics. 964 (2). https://doi.org/10.3847/1538-4357/ad25f2Article
Revised Architecture and Two New Super-Earths in the HD 134606 Planetary System
Li, Zhexing, Kane, Stephen R., Brandt, Timothy D., Fetherolf, Tara, Robertson, Paul, Zhao, Jinglin, Dalba, Paul A., Wittenmyer, Robert A., Butler, R. Paul, Diaz, Matías R., Howell, Steve B., Bailey, Jeremy, Carter, Brad, Furlan, Elise, Gnilka, Crystal L., Horner, Jonathan, Jones, Hugh R. A., O'Toole, Simon and Tinney, Chris. 2024. "Revised Architecture and Two New Super-Earths in the HD 134606 Planetary System." The Astronomical Journal. 167 (4). https://doi.org/10.3847/1538-3881/ad2461Article
Variable Curvature Gabor Convolution and Multi-Branch Structures for Finger Vein Recognition
Li, Jun, Wang, Huabin, Wei, Shicheng, Zhou, Jian, Shen, Yuankang and Tao, Liang. 2024. "Variable Curvature Gabor Convolution and Multi-Branch Structures for Finger Vein Recognition." IEEE Transactions on Artificial Intelligence. 5 (9), pp. 4753-4764. https://doi.org/10.1109/TAI.2024.3397293Article
Asteroseismology of the young open cluster NGC 2516: I. Photometric and spectroscopic observations
Li, Gang, Aerts, Conny, Bedding, Timothy R., Fritzewski, Dario J., Murphy, Simon J., Van Reeth, Timothy, Montet, Benjamin T., Jian, Mingjie, Mombar, Joey S. G., Gossage, Seth and Sreenivas, Kalarickal R.. 2024. "Asteroseismology of the young open cluster NGC 2516: I. Photometric and spectroscopic observations." Astronomy and Astrophysics: a European journal. 686. https://doi.org/10.1051/0004-6361/202348901Article
The TESS-Keck Survey. VII. A Superdense Sub-Neptune Orbiting TOI-1824
Lange, Sarah, Akana Murphy, Joseph M., Batalha, Natalie M., Crossfield, Ian J. M., Dressing, Courtney D., Fulton, Benjamin, Howard, Andrew W., Huber, Daniel, Isaacson, Howard, Kane, Stephen R., Petigura, Erik A., Robertson, Paul, Weiss, Lauren M., Behmard, Aida, Beard, Corey, Blunt, Sarah, Brinkman, Casey L., Chontos, Ashley, Dai, Fei, ..., Boyle, Andrew W.. 2024. "The TESS-Keck Survey. VII. A Superdense Sub-Neptune Orbiting TOI-1824." The Astronomical Journal. 167 (6). https://doi.org/10.3847/1538-3881/ad34d9Article
20 years of Web Intelligence: Call for a new era of AI in the Connected World
Kuai, Hongzhi and Tao, Xiaohui. 2024. "20 years of Web Intelligence: Call for a new era of AI in the Connected World." Web Intelligence. 22 (1), pp. 1-4. https://doi.org/10.3233/WEB-230451Editorial
Never-Ending Learning for Explainable Brain Computing
Kuai, Hongzhi, Chen, Jianhui, Tao, Xiaohui, Cai, Lingyun, Imamura, Kazuyuki, Matsumoto, Hiroki, Liang, Peipeng and Zhong, Ning. 2024. "Never-Ending Learning for Explainable Brain Computing." Advanced Science. 11 (24). https://doi.org/10.1002/advs.202307647Article
DSWIN: Automated hunger detection model based on hand-crafted decomposed shifted windows architecture using EEG signals
Kirik, Serkan, Tasci, Irem, Barua, Prabal D., Yildiz, Arif Metehan, Keles, Tugce, Baygin, Mehmet, Tuncer, Ilknur, Dogan, Sengul, Tuncer, Turker, Devi, Aruna, Tan, Ru-San and Acharya, U.R.. 2024. "DSWIN: Automated hunger detection model based on hand-crafted decomposed shifted windows architecture using EEG signals." Knowledge-Based Systems. 300. https://doi.org/10.1016/j.knosys.2024.112150Article
A Perfect Tidal Storm: HD 104067 Planetary Architecture Creating an Incandescent World
Kane, Stephen R., Fetherolf, Tara, Li, Zhexing, Polanski, Alex S., Howard, Andrew W., Isaacson, Howard, Mocnik, Teo and Welter, Sadie G.. 2024. "A Perfect Tidal Storm: HD 104067 Planetary Architecture Creating an Incandescent World." The Astronomical Journal. 167 (5). https://doi.org/10.3847/1538-3881/ad3820Article
Exploring the prevalence of depression, anxiety, and stress among university students in Bangladesh and their determinants
Kamruzzaman, Md., Hossain, Ahammad, Islam, Md. Aminul, Ahmed, Md. Shakil, Kabir, Enamul and Khan, Md. Nuruzzaman. 2024. "Exploring the prevalence of depression, anxiety, and stress among university students in Bangladesh and their determinants." Clinical Epidemiology and Global Health. 28. https://doi.org/10.1016/j.cegh.2024.101677Article
Transfer learning with spinally shared layers
Kabir, H.M. Dipu, Mondal, Subrota Kumar, Alam, Syed Bahauddin and Acharya, U. Rajendra. 2024. "Transfer learning with spinally shared layers." Applied Soft Computing. 163, pp. -. https://doi.org/10.1016/j.asoc.2024.111908Article
Optimal Treatment Strategies for Critical Patients with Deep Reinforcement Learning
Job, Simi, Tao, Xiaohui, Li, Lin, Xie, Haoran, Cai, Taotao, Yong, Jianming and Li, Qing. 2024. "Optimal Treatment Strategies for Critical Patients with Deep Reinforcement Learning ." ACM Transactions on Intelligent Systems and Technology. 15 (2), pp. 1-22. https://doi.org/10.1145/3643856Article
Mental health in children conceived by Assisted Reproductive Technologies (ARTs): Insights from a longitudinal study of Australian children
Islam, Md. Irteja, Chaffey, Oscar A., Chadwick, Verity and Martiniuk, Alexandra. 2024. "Mental health in children conceived by Assisted Reproductive Technologies (ARTs): Insights from a longitudinal study of Australian children." PLoS One. 19 (6). https://doi.org/10.1371/journal.pone.0304213Article
A systematic review on automatic identification of insomnia
Ingle, Manisha, Sharma, Manish, Kumar, Kamlesh, Kumar, Prince, Bhurane, Ankit, Elphick, Heather, Joshi, Deepak and Acharya, U Rajendra. 2024. "A systematic review on automatic identification of insomnia." Physiological Measurement. 45 (3). https://doi.org/10.1088/1361-6579/ad2059Article
Semantics and Geography Aware Hierarchical Learning for Sequential Crime Prediction
Hu, Kaixi, Li, Lin, Tao, Xiaohui and Zhang, Jianwei. 2024. "Semantics and Geography Aware Hierarchical Learning for Sequential Crime Prediction." IEEE Signal Processing Letters. 31, pp. 1234-1238. https://doi.org/10.1109/LSP.2024.3393863Article
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