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
4053 results found
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A survey of autonomous monitoring systems in mental health
Gopalakrishnan, Abinaya, Gururajan, Raj, Zhou, Xujuan, Venkataraman, Revathi, Chan, Ka Ching and Higgins, Niall. 2024. "A survey of autonomous monitoring systems in mental health." WIREs Data Mining and Knowledge Discovery. 14 (3). https://doi.org/10.1002/widm.1527Article
Probabilistic-based electricity demand forecasting with hybrid convolutional neural network-extreme learning machine model
Ghimire, Sujan, Deo, Ravinesh C., Casillas-Perez, David, Salcedo-sanz, Sancho, Pourmousavi, S. Ali and Acharya, U. Rajendra. 2024. "Probabilistic-based electricity demand forecasting with hybrid convolutional neural network-extreme learning machine model." Engineering Applications of Artificial Intelligence. 132. https://doi.org/10.1016/j.engappai.2024.107918Article
Electricity demand error corrections with attention bi-directional neural networks
Ghimire, Sujan, Deo, Ravinesh C., Casillas-Perez, David and Salcedo-sanz, Sancho. 2024. "Electricity demand error corrections with attention bi-directional neural networks." Energy. 291. https://doi.org/10.1016/j.energy.2023.129938Article
Deep learning techniques in PET/CT imaging: A comprehensive review from sinogram to image space
Fallahpoor, Maryam, Chakraborty, Subrata, Pradhan, Biswajeet, Faust, Oliver, Barua, Prabal Datta, Chegeni, Hossein and Acharya, Rajendra. 2024. "Deep learning techniques in PET/CT imaging: A comprehensive review from sinogram to image space." Computer Methods and Programs in Biomedicine. 243. https://doi.org/10.1016/j.cmpb.2023.107880Article
TOI-5126: a hot super-Neptune and warm Neptune pair discovered by TESS and CHEOPS
Fairnington, Tyler R., Nabbie, Emma, Huang, Chelsea X., Zhou, George, Foo, Orion, Millholland, Sarah, Wright, Duncan, Belinski, Alexandre A., Bieryla, Allyson, Ciardi, David R., Collins, Karen A., Collins, Kevin I., Everett, Mark, Howell, Steve B., Lissauer, Jack J., Lund, Michael B., Murgas, Felipe, Palle, Enric, Quinn, Samuel N., ..., Eisner, Nora L.. 2024. "TOI-5126: a hot super-Neptune and warm Neptune pair discovered by TESS and CHEOPS." Monthly Notices of the Royal Astronomical Society. 527 (3). https://doi.org/10.1093/mnras/stad3036Article
Novel tiny textural motif pattern-based RNA virus protein sequence classification model
Erten, Mehmet, Aydemir, Emrah, Barua, Prabal Datta, Baygin, Mehmet, Dogan, Sengul, Tuncer, Turker, Tan, Ru-San, Hafeez-Baig, Abdul and Acharya, U. Rajendra. 2024. "Novel tiny textural motif pattern-based RNA virus protein sequence classification model." Expert Systems with Applications. 242. https://doi.org/10.1016/j.eswa.2023.122781Article
ExHyptNet: An explainable diagnosis of hypertension using EfficientNet with PPG signals
El-Dahshan, El-Sayed A., Bassiouni, Mahmoud M., Khare, Smith K., Tan, Ru-San and Acharya, U. Rajendra. 2024. "ExHyptNet: An explainable diagnosis of hypertension using EfficientNet with PPG signals." Expert Systems with Applications. 239. https://doi.org/10.1016/j.eswa.2023.122388Article
Constraining Stellar Rotation at the Zero-age Main Sequence with TESS
Douglas, S. T,, Cargile, P. A., Matt, S. P., Breimann, A. A., Pérez Chávez, J. A., Huang, C. X., Wright, N. J. and Zhou, G.. 2024. "Constraining Stellar Rotation at the Zero-age Main Sequence with TESS." The Astrophysical Journal: an international review of astronomy and astronomical physics. 962 (1). https://doi.org/10.3847/1538-4357/ad0fe3Article
Micromachined Mechanical Resonant Sensors: From Materials, Structural Designs to Applications
Dinh, Toan, Rais-Zadeh, Mina, Nguyen, Thanh, Phan, Hoang-Phuong, Song, Pingan, Deo, Ravinesh, Dao, Dzung, Nguyen, Nam-Trung and Bell, John. 2024. "Micromachined Mechanical Resonant Sensors: From Materials, Structural Designs to Applications." Advanced Materials Technologies. 9 (2). https://doi.org/10.1002/admt.202300913Article
MNPDenseNet: Automated Monkeypox Detection Using Multiple Nested Patch Division and Pretrained DenseNet201
Demir, Fahrettin Burak, Baygin, Mehmet, Tuncer, Ilknur, Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker, Ooi, Chui Ping, Ciaccio, Edward J. and Acharya, U. Rajendra. 2024. "MNPDenseNet: Automated Monkeypox Detection Using Multiple Nested Patch Division and Pretrained DenseNet201." Multimedia Tools and Applications. 83 (30), pp. 75061-75083. https://doi.org/10.1007/s11042-024-18416-4Article
Giant Outer Transiting Exoplanet Mass (GOT ‘EM) Survey. IV. Long-term Doppler Spectroscopy for 11 Stars Thought to Host Cool Giant Exoplanets
Dalba, Paul A., Kane, Stephen, Isaacson, Howard, Fulton, Benjamin, Howard, Andrew W., Schwieterman, Edward W., Thorngren, Daniel P., Fortney, Jonathan, Vowell, Noah, Beard, Corey, Blunt, Sarah, Brinkman, Casey L., Chontos, Ashley, Dai, Fei, Giacalone, Steven, Hill, Michelle L., Kosiarek, Molly, Lubin, Jack, Mayo, Andrew W., ..., Villanueva, Steven. 2024. "Giant Outer Transiting Exoplanet Mass (GOT ‘EM) Survey. IV. Long-term Doppler Spectroscopy for 11 Stars Thought to Host Cool Giant Exoplanets." Astrophysical Journal Supplement Series. 271 (1). https://doi.org/10.3847/1538-4365/ad18c3Article
Alzheimer's disease prediction algorithm based on de-correlation constraint and multi-modal feature interaction
Cheng, Jiayuan, Wang, Huabin, Wei, Shicheng, Mei, Jiahao, Liu, Fei and Zhang, Gong. 2024. "Alzheimer's disease prediction algorithm based on de-correlation constraint and multi-modal feature interaction." Computers in Biology and Medicine. 170. https://doi.org/10.1016/j.compbiomed.2024.108000Article
TESS Hunt for Young and Maturing Exoplanets (THYME). XI. An Earth-sized Planet Orbiting a Nearby, Solar-like Host in the 400 Myr Ursa Major Moving Group
Capistrant, Benjamin K., Soares-Furtado, Melinda, Vanderburg, Andrew, Jankowsk, Alyssa, Mann, Andrew W., Ross, Gabrielle, Srdoc, Gregor, Hinkel, Natalie R., Becker, Juliette, Magliano, Christian, Limbach, Mary Anne, Stephan, Alexander P., Nine, Andrew C., Tofflemire, Benjamin M., Kraus, Adam L., Giacalone, Steven, Winn, Joshua N., Bieryla, Allyson, Bouma, Luke G., ..., Ziegler, Carl. 2024. "TESS Hunt for Young and Maturing Exoplanets (THYME). XI. An Earth-sized Planet Orbiting a Nearby, Solar-like Host in the 400 Myr Ursa Major Moving Group." The Astronomical Journal. 167 (2). https://doi.org/10.3847/1538-3881/ad1039Article
The variable magnetic field of V889 Her and the challenge of detecting exoplanets around young Suns using Gaussian process regression
Brown, E. L., Marsden, S. C., Jeffers, S. V., Heitzmann, A., Barnes, J. R. and Folsom, C. P.. 2024. "The variable magnetic field of V889 Her and the challenge of detecting exoplanets around young Suns using Gaussian process regression." Monthly Notices of the Royal Astronomical Society. 528 (3). https://doi.org/10.1093/mnras/stae264Article
Phenomenology and periodicity of radio emission from the stellar system AU Microscopii
Bloot, S., Callingham, J. R., Vedantham, H. K., Kavanagh, R. D,, Pope, B. J. S., Climent, J. B., Guirado, J. C., Peña-Moñino, L. and Pérez-Torres, M.. 2024. "Phenomenology and periodicity of radio emission from the stellar system AU Microscopii." Astronomy and Astrophysics: a European journal. 682. https://doi.org/10.1051/0004-6361/202348065Article
TOI-4641b: an aligned warm Jupiter orbiting a bright (V=7.5) rapidly rotating F-star
Bieryla, Allyson, Zhou, George, Garcia-Mejia, Juliana, Fairnington, Tyler R, Latham, David W, Carter, Brad, Dong, Jiayin, Huang, Chelsea X, Murphy, Simon J, Shporer, Avi, Collins, Karen A, Quinn, Samuel N, Everett, Mark E, Buchhave, Lars A, Tronsgaard, René, Charbonneau, David, Johnson, Marshall C, Esquerdo, Gilbert A, Calkins, Michael, ..., Twicken, Joseph D. 2024. "TOI-4641b: an aligned warm Jupiter orbiting a bright (V=7.5) rapidly rotating F-star." Monthly Notices of the Royal Astronomical Society. 527 (4), pp. 10955-10964. https://doi.org/10.1093/mnras/stad3785Article
The TESS-Keck Survey. XVII. Precise Mass Measurements in a Young, High-multiplicity Transiting Planet System Using Radial Velocities and Transit Timing Variations
Beard, Corey, Robertson, Paul, Dai, Fei, Holcomb, Rae, Lubin, Jack, Akana Murphy, Joseph M., Batalha, Natalie M., Blunt, Sarah, Crossfield, Ian, Dressing, Courtney, Fulton, Benjamin, Howard, Andrew W., Huber, Dan, Isaacson, Howard, Kane, Stephen R., Nowak, Grzegorz, Petigura, Erik A, Roy, Arpita, Rubenzahl, Ryan A., ..., Van Zandt, Judah. 2024. "The TESS-Keck Survey. XVII. Precise Mass Measurements in a Young, High-multiplicity Transiting Planet System Using Radial Velocities and Transit Timing Variations." The Astronomical Journal. 167 (2). https://doi.org/10.3847/1538-3881/ad1330Article
Correction to: Automated facial expression recognition using exemplar hybrid deep feature generation technique
Baygin, Mehmet, Tuncer, Ilknur, Dogan, Sengul, Barua, Prabal Datta, Tuncer, Turker, Cheong, Kang Hao and Acharya, U. Rajendra. 2024. "Correction to: Automated facial expression recognition using exemplar hybrid deep feature generation technique ." Soft Computing. https://doi.org/10.1007/s00500-024-09647-6Notes or commentaries
Automated anxiety detection using probabilistic binary pattern with ECG signals
Baygin, Mehmet, Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker, Hong, Tan Jen, March, Sonja, Tan, Ru-San, Molinari, Filippo and Acharya, U. Rajendra. 2024. "Automated anxiety detection using probabilistic binary pattern with ECG signals." Computer Methods and Programs in Biomedicine. 247. https://doi.org/10.1016/j.cmpb.2024.108076Article
Prevalence, inequality and associated factors of overweight/obesity among Bangladeshi adolescents aged 15-19 years
Ahmed, Md Sabbir, Khan, Safayet, Islam, Mansura, Islam, Md Irteja, Hossain, Md Musharraf, Khan, Bayezid and Yunus, Fakir Md. 2024. "Prevalence, inequality and associated factors of overweight/obesity among Bangladeshi adolescents aged 15-19 years." International Health. 16 (6), pp. 670-677. https://doi.org/10.1093/inthealth/ihae012Article
Improved binary differential evolution with dimensionality reduction mechanism and binary stochastic search for feature selection
Ahadzadeh, Behrouz, Abdar, Moloud, Safara, Fatemeh, Aghaei, Leyla, Mirjalili, Seyedali, Khosravi, Abbas, García, Salvador, Karray, Fakhri and Acharya, U. Rajendra. 2024. "Improved binary differential evolution with dimensionality reduction mechanism and binary stochastic search for feature selection." Applied Soft Computing. 151. https://doi.org/10.1016/j.asoc.2023.111141Article
Causation and control: Understanding distracted driving in Australia through a systems thinking lens
Abedi, Masoumeh, Read, Gemma J.M., McLean, Scott, Wynne, Rachael A., Hulme, Adam, Thompson, Jason, McClure, Rod and Salmon, Paul M.. 2024. "Causation and control: Understanding distracted driving in Australia through a systems thinking lens." Safety Science. 173. https://doi.org/10.1016/j.ssci.2024.106435Article
AdaRes: A deep learning-based model for ultrasound image denoising: Results of image quality metrics, radiomics, artificial intelligence, and clinical studies
Ardakani, Ali Abbasian, Mohammadi, Afshin, Vogl, Thomas J., Kuzan, Taha Yusuf and Acharya, U Rajendra. 2024. "AdaRes: A deep learning-based model for ultrasound image denoising: Results of image quality metrics, radiomics, artificial intelligence, and clinical studies." Journal of Clinical Ultrasound. 52 (2), pp. 131-143. https://doi.org/10.1002/jcu.23607Article
FedInverse: Evaluating Privacy Leakage in Federated Learning
Wu, Di, Bai, Jun, Song,Yiliao, Chen, Junjun, Zhou, Wei, Xiang, Yong and Sajjanhar, Atul. 2024. "FedInverse: Evaluating Privacy Leakage in Federated Learning." The Twelfth International Conference on Learning Representations. Vienna, Austria 07 - 11 May 2024 Austria.Paper
Understanding Constraints and Enablers of Climate Risk Management Strategies: Evidence from Smallholder Dairy Farmers in Regional South India
Shantharaju, Anupama, Islam, Md Aminul, Kath, Jarrod M., Mushtaq, Shahbaz, Muniyappa, Arun and Singh-Peterson, Lila. 2024. "Understanding Constraints and Enablers of Climate Risk Management Strategies: Evidence from Smallholder Dairy Farmers in Regional South India." Sustainability. 16 (5). https://doi.org/10.3390/su16052018Article
Investigating School Absenteeism and Refusal among Australian Children and Adolescents using Apriori Association Rule Mining
Haque, Umme Marzia, Kabir, Enamul and Khanam, Rasheda. 2024. "Investigating School Absenteeism and Refusal among Australian Children and Adolescents using Apriori Association Rule Mining." Scientific Reports. 14. https://doi.org/10.1038/s41598-024-51230-4Article
Assessment and prediction of significant wave height using hybrid CNN-BiLSTM deep learning model for sustainable wave energy in Australia
Raj, Nawin and Prakash, Reema. 2024. "Assessment and prediction of significant wave height using hybrid CNN-BiLSTM deep learning model for sustainable wave energy in Australia." Sustainable Horizons . 11. https://doi.org/10.1016/j.horiz.2024.100098Article
Dynamic Task Allocation For Robotic Edge System Resilience Using Deep Reinforcement Learning
Afrin, Mahbuba, Jin, Jiong, Rahman, Ashfaqur, Li, Shi, Tian, Yu-Chuv and Li, Yan. 2024. "Dynamic Task Allocation For Robotic Edge System Resilience Using Deep Reinforcement Learning." IEEE Transactions on Systems, Man and Cybernetics: Systems. 54 (3), pp. 1438-1450. https://doi.org/10.1109/TSMC.2023.3327959Article
The effectiveness of nudging key learning resources to support online engagement in higher education courses
Brown, Alice, Lawrence, Jill, Alexsen, Megan, Redmond, Petrea, Turner, Joanna, Maloney, Suzanne and Galligan, Linda. 2024. "The effectiveness of nudging key learning resources to support online engagement in higher education courses." Distance Education. 45 (1), pp. 83-102. https://doi.org/10.1080/01587919.2024.2303491Article
MixSleepNet: A Multi-Type Convolution Combined Sleep Stage Classification Model
Ji, Xiaopeng, Li, Yan, Wen, Peng, Barua, Prabal and Acharya, U Rajendra. 2024. "MixSleepNet: A Multi-Type Convolution Combined Sleep Stage Classification Model ." Computer Methods and Programs in Biomedicine. 244. https://doi.org/10.1016/j.cmpb.2023.107992Article
PDGAN: A novel poisoning defense method in federated learning using generative adversarial network
Zhao, Ying, Chen, Junjun, Zhang, Jiale, Wu, Di, Teng, Jian and Yu, Shui. 2024. "PDGAN: A novel poisoning defense method in federated learning using generative adversarial network." 19th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2019). Melbourne, Australia 09 - 11 Dec 2019 Switzerland. Springer. https://doi.org/10.1007/978-3-030-38991-8_39Paper
Feature extraction and learning approaches for cancellable biometrics: A survey
Yang, Wencheng, Wang, Song, Hu, Jiankun, Tao, Xiaohui and Li, Yan. 2024. "Feature extraction and learning approaches for cancellable biometrics: A survey." CAAI Transactions on Intelligence Technology. 9 (1), pp. 4-25. https://doi.org/10.1049/cit2.12283Article
Reconnecting the Estranged Relationships: Optimizing the Influence Propagation in Evolving Networks
Cai, Taotao, Lei, Qi, Sheng, Quan Z., Cui, Ningning, Yang, Shuiqiao, Yang, Jian, Zhang, Wei Emma and Mahmood, Adnan. 2024. "Reconnecting the Estranged Relationships: Optimizing the Influence Propagation in Evolving Networks." IEEE Transactions on Knowledge and Data Engineering. 36 (5), pp. 2151-2165. https://doi.org/10.1109/TKDE.2023.3316268Article
Assessment and Prediction of Sea Level and Coastal Wetland Changes in Small Islands Using Remote Sensing and Artificial Intelligence
Raj, Nawin and Pasfield-Neofitou, Sarah. 2024. "Assessment and Prediction of Sea Level and Coastal Wetland Changes in Small Islands Using Remote Sensing and Artificial Intelligence." Remote Sensing. 16 (3), p. 551. https://doi.org/10.3390/rs16030551Article
Solitons and lumps in the cylindrical Kadomtsev–Petviashvili equation. II. Lumps and their interactions
Zhang, Zhao, Hu, Wencheng, Guo, Qi and Stepanyants, Yury. 2024. "Solitons and lumps in the cylindrical Kadomtsev–Petviashvili equation. II. Lumps and their interactions." Chaos: an interdisciplinary journal of nonlinear science. 34 (1). https://doi.org/10.1063/5.0175716Article
Solitons and lumps in the cylindrical Kadomtsev–Petviashvili equation. I. Axisymmetric solitons and their stability
Hu, Wencheng, Zhang, Zhao, Guo, Qi and Stepanyants, Yury. 2024. "Solitons and lumps in the cylindrical Kadomtsev–Petviashvili equation. I. Axisymmetric solitons and their stability." Chaos: an interdisciplinary journal of nonlinear science. 34 (1). https://doi.org/10.1063/5.0175696Article
Machine learning for expediting next-generation of fire-retardant polymer composites
Jafari, Pooya, Zhang, Ruoran, Huo, Siqi, Wang, Qingsheng, Yong, Jianming, Hong, Min, Deo, Ravinesh, Wang, Hao and Song, Pingan. 2024. "Machine learning for expediting next-generation of fire-retardant polymer composites." Composites Communications. 45. https://doi.org/10.1016/j.coco.2023.101806Article
Exploring Frequency Band-Based Biomarkers of EEG Signals for Mild Cognitive Impairment Detection
Tawhid, Md. Nurul Ahad, Siuly, Siuly, Kabir, Enamul and Li, Yan. 2024. "Exploring Frequency Band-Based Biomarkers of EEG Signals for Mild Cognitive Impairment Detection." IEEE Transactions on Neural Systems and Rehabilitation Engineering. 32, pp. 189-199. https://doi.org/10.1109/TNSRE.2023.3347032Article
Very short-term solar ultraviolet-A radiation forecasting system with cloud cover images and a Bayesian optimized interpretable artificial intelligence model
Prasad, Salvin Sanjesh, Deo, Ravinesh Chand, Downs, Nathan James, Casillas-Perez, David, Salcedo-sanz, Sancho and Parisi, Alfio Venerando. 2024. "Very short-term solar ultraviolet-A radiation forecasting system with cloud cover images and a Bayesian optimized interpretable artificial intelligence model ." Expert Systems with Applications. 236. https://doi.org/10.1016/j.eswa.2023.121273Article
Scattering of gravity-capillary waves on a bottom step
Meylan, M.H. and Stepanyants, Y.A.. 2024. "Scattering of gravity-capillary waves on a bottom step." Physics of Fluids. 36 (1). https://doi.org/10.1063/5.0181237Article
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