School of Mathematics, Physics and Computing


TypeDepartment/Institute
Faculty/DepartmentAcademic Affairs
HeadProf Robert Sang
Director of ResearchDr Nawin Raj
Prof Yan Li

Latest research outputs

4105 results found
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Two-step deep learning framework with error compensation technique for short-term, half-hourly electricity price forecasting
Ghimire, Sujan, Deo, Ravinesh C., Casillas-Perez, David and Salcedo-sanz, Sancho. 2024. "Two-step deep learning framework with error compensation technique for short-term, half-hourly electricity price forecasting." Applied Energy. 353 (Part A). https://doi.org/10.1016/j.apenergy.2023.122059

Article

Adaptive Regularization and Resilient Estimation in Federated Learning
Uddin, Md Palash, Xiang, Yong, Zhao, Yao, Ali, Mumtaz, Zhang, Yushu and Gao, Longxiang. 2024. "Adaptive Regularization and Resilient Estimation in Federated Learning." IEEE Transactions on Services Computing. 17 (4), pp. 1369-1381. https://doi.org/10.1109/TSC.2023.3332703

Article

Automated schizophrenia detection model using blood sample scattergram images and local binary pattern
Tasci, Burak, Tasci, Gulay, Ayyildiz, Hakan, Kamath, Aditya P., Barua, Prabal Datta, Tuncer, Turker, Dogan, Sengul, Ciaccio, Edward J., Chakraborty, Subrata . and Acharya, U. Rajendra. 2024. "Automated schizophrenia detection model using blood sample scattergram images and local binary pattern." Multimedia Tools and Applications. 83 (14), p. 42735–42763. https://doi.org/10.1007/s11042-023-16676-0

Article

Teachers' Educational Experiences and Preparedness in Teaching Students with Autism
Barua, Prabal Datta, Devi, Aruna, Palmer, Elizabeth Emma and Ganguly, Rahul. 2024. "Teachers' Educational Experiences and Preparedness in Teaching Students with Autism." The Asia-Pacific Education Researcher. 33 (1), pp. 71-81. https://doi.org/10.1007/s40299-022-00709-7

Article

Two mini-Neptunes Transiting the Adolescent K-star HIP 113103 Confirmed with TESS and CHEOPS
Lowson, N., Zhou, G., Huang, C. X., Wright, D. J., Edwards, B., Nabbie, E., Venner A., Quinn, S. N., Collins, K. A., Gillen, E., Battley, M., Triaud, A., Hellier, C., Seager, S., Winn, J., Jenkins, J. M., Wohler, B., Shporer, A., Schwarz, R., ..., Addison, B. C.. 2024. "Two mini-Neptunes Transiting the Adolescent K-star HIP 113103 Confirmed with TESS and CHEOPS." Monthly Notices of the Royal Astronomical Society. 527 (1), p. 1146–1162. https://doi.org/10.1093/mnras/stad2756

Article

An advanced deep learning predictive model for air quality index forecasting with remote satellite-derived hydro-climatological variables
Ahmed, Abul Abrar Masrur, Jui, S. Janifer Jabin, Sharma, Ekta, Ahmed, Mohammad Hafez, Raj, Nawin and Bose, Aditi. 2024. "An advanced deep learning predictive model for air quality index forecasting with remote satellite-derived hydro-climatological variables." Science of the Total Environment. 906. https://doi.org/10.1016/j.scitotenv.2023.167234

Article

Hybrid Deep Learning Model for Wave Height Prediction in Australia's Wave Energy Region
Ahmed, Abul Abrar Masrur, Jui, S Janifer Jabin, AL-Musaylh, Mohanad S., Raj, Nawin, Saha, Reepa, Deo, Ravinesh C and Saha, Sanjoy Kumar. 2024. "Hybrid Deep Learning Model for Wave Height Prediction in Australia's Wave Energy Region." Applied Soft Computing. 150. https://doi.org/10.1016/j.asoc.2023.111003

Article

Public opinion on COVID-19 pandemic in Bangladesh: Disruption to public lives and trust in government’s immunization performance
Biswas, Raaj Kishore, Afiaz, Awan, Huq, Samin, Farzana, Maysha and Kabir, Enamul. 2024. "Public opinion on COVID-19 pandemic in Bangladesh: Disruption to public lives and trust in government’s immunization performance." International Journal of Health Planning and Management. 39 (1), pp. 119-134. https://doi.org/10.1002/hpm.3721

Article

Incremental Maximal Clique Enumeration for Hybrid Edge Changes in Large Dynamic Graphs
Yu, Ting, Jiang, Ting, Bah, Mohamed Jaward, Zhao, Chen, Huang, Hao, Liu, Mengchi, Zhou, Shuigeng, Li, Zhao and Zhang, Ji. 2024. "Incremental Maximal Clique Enumeration for Hybrid Edge Changes in Large Dynamic Graphs." IEEE Transactions on Knowledge and Data Engineering. 36 (4), pp. 1650-1666. https://doi.org/10.1109/TKDE.2023.3311398

Article

Pyramid style-attentional network for arbitrary style transfer
Yang, Gaoming, Zhang, Shicheng, Fang, Xianjin and Zhang, Ji. 2024. "Pyramid style-attentional network for arbitrary style transfer." Multimedia Tools and Applications. 83 (5), pp. 3483-13502. https://doi.org/10.1007/s11042-023-15650-0

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Toward Learning Joint Inference Tasks for IASS-MTS Using Dual Attention Memory With Stochastic Generative Imputation
Wang, Zhen, Zhang, Yang, Pang, Yan, Wang, Nannan, Bah, Mohamed Jaward, Li, Ke and Zhang, Ji. 2024. "Toward Learning Joint Inference Tasks for IASS-MTS Using Dual Attention Memory With Stochastic Generative Imputation." IEEE Transactions on Neural Networks and Learning Systems. 35 (12), pp. 17504-7518. https://doi.org/10.1109/TNNLS.2023.3305542

Article

A graph-powered large-scale fraud detection system
Li, Zhao, Wang, Biao, Huang, Jiaming, Jin, Yilun, Xu, Zenghui, Zhang, Ji and Gao, Jianliang. 2024. "A graph-powered large-scale fraud detection system." International Journal of Machine Learning and Cybernetics. 15 (1), p. 115–128. https://doi.org/10.1007/s13042-023-01786-w

Article

Class-Level Logit Perturbation
Li, Mengyang, Su, Fengguang, Wu, Ou and Zhang, Ji. 2024. "Class-Level Logit Perturbation." IEEE Transactions on Neural Networks and Learning Systems. 35 (10), pp. 13926-13940. https://doi.org/10.1109/TNNLS.2023.3273355

Article

Automated stenosis classification on invasive coronary angiography using modified dual cross pattern with iterative feature selection
Kobat, Mehmet Ali, Barua, Prabal Datta, Tuncer, Turker, Dogan, Sengul, Kivrak, Tarik, Akin, Yusuf, Bairy, G. Muralidhar, Tan, Ru‑San and Acharya, U. Rajendra. 2024. "Automated stenosis classification on invasive coronary angiography using modified dual cross pattern with iterative feature selection." Multimedia Tools and Applications. 83 (12), pp. 35957-35977. https://doi.org/10.1007/s11042-023-16697-9

Article

CommGNAS: Unsupervised Graph Neural Architecture Search for Community Detection
Gao, Jianliang, Chen, Jiamin, Oloulade, Babatounde Moctard, Al-Sabri, Raeed, Lyu, Tengfei, Zhang, Ji and Li, Zhao. 2024. "CommGNAS: Unsupervised Graph Neural Architecture Search for Community Detection." IEEE Transactions on Emerging Topics in Computing. 12 (2), pp. 444-454. https://doi.org/10.1109/TETC.2023.3270181

Article

Novel automated detection of sports activities using shadow videos
Barua, Prabal Datta, Tuncer, Turker, Dogan, Sengul, Ooi, Chui Ping and Acharya, Rajendra U.. 2024. "Novel automated detection of sports activities using shadow videos." Multimedia Tools and Applications. 83 (15), pp. 44933-44954. https://doi.org/10.1007/s11042-023-17407-1

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ExDarkLBP: a hybrid deep feature generation-based genetic malformation detection using facial images
Barua, Prabal Datta, Kirik, Serkan, Dogan, Sengul, Koc, Canan, Ozkaynak, Fatih, Baygin, Mehmet, Tuncer, Turker, Tan, Ru-San and Acharya, U. Rajendra. 2024. "ExDarkLBP: a hybrid deep feature generation-based genetic malformation detection using facial images." Multimedia Tools and Applications. 83 (13), pp. 39823-39840. https://doi.org/10.1007/s11042-023-17057-3

Article

Transfer-transfer model with MSNet: An automated accurate multiple sclerosis and myelitis detection system
Tatli, Sinan, Macin, Gulay, Tasci, Irem, Barua, Prabal Datta, Baygin, Mehmet, Tuncer, Turker, Dogan, Sengul, Ciaccio, Edward J. and Acharya, U. Rajendra. 2024. "Transfer-transfer model with MSNet: An automated accurate multiple sclerosis and myelitis detection system." Expert Systems with Applications. 236. https://doi.org/10.1016/j.eswa.2023.121314

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An expert system for automated classification of phases in cyclic alternating patterns of sleep using optimal wavelet-based entropy features
Sharma, Manish, Bhurane,Ankit A. and Acharya, U. Rajendra. 2024. "An expert system for automated classification of phases in cyclic alternating patterns of sleep using optimal wavelet-based entropy features." Expert Systems: the journal of knowledge engineering. 41 (5). https://doi.org/10.1111/exsy.12939

Article

Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations
Khare, Smith K., Blanes-Vidal, Victoria, Nadimi, Esmaeil S. and Acharya, U. Rajendra. 2024. "Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations." Information Fusion. 102. https://doi.org/10.1016/j.inffus.2023.102019

Article

Automated characterization and detection of fibromyalgia using slow wave sleep EEG signals with glucose pattern and D’hondt pooling technique
Aksalli, Isil Karabey, Baygin, Nursena, Hagiwara, Yuki, Paul, Jose Kunnel, Iype, Thomas, Barua, Prabal Datta, Koh, Joel E. W., Baygin, Mehmet, Dogan, Sengul, Tuncer, Turker and Acharya, U. Rajendra. 2024. "Automated characterization and detection of fibromyalgia using slow wave sleep EEG signals with glucose pattern and D’hondt pooling technique." Cognitive Neurodynamics. 18 (1), pp. 283-404. https://doi.org/10.1007/s11571-023-10005-9

Article

Monthly sodium adsorption ratio forecasting in rivers using a dual interpretable glass-box complementary intelligent system: Hybridization of ensemble TVF-EMD-VMD, Boruta-SHAP, and eXplainable GPR
Jamei, Mehdi, Ali, Mumtaz, Karbasi, Masoud, Karimi, Bakhtiar, Jahannemaei, Neshat, Farooque, Aitazaz Ahsan and Yaseen, Zaher Mundher. 2024. "Monthly sodium adsorption ratio forecasting in rivers using a dual interpretable glass-box complementary intelligent system: Hybridization of ensemble TVF-EMD-VMD, Boruta-SHAP, and eXplainable GPR." Expert Systems with Applications. 237 (Part B). https://doi.org/10.1016/j.eswa.2023.121512

Article

Automated accurate emotion classification using Clefia pattern-based features with EEG signals
Dogan, Abdullah, Barua, Prabal Datta, Baygin, Mehmet, Tuncer, Turker, Dogan, Sengul, Yaman, Orhan, Dogru, Ali Hikmet and Acharya, Rajendra U.. 2024. "Automated accurate emotion classification using Clefia pattern-based features with EEG signals." International Journal of Healthcare Management. 17 (1), pp. 32-45. https://doi.org/10.1080/20479700.2022.2141694

Article

Artificial intelligence assisted tools for the detection of anxiety and depression leading to suicidal ideation in adolescents: a review
Barua, Prabal Datta, Jahmunah, Jahmunah, Oh, Oh Shu, Palmer, Elizabeth Emma, Yamakawa, Toshitaka, Kobayashi, Makiko and Acharya, Udyavara Rajendra. 2024. "Artificial intelligence assisted tools for the detection of anxiety and depression leading to suicidal ideation in adolescents: a review." Cognitive Neurodynamics. 18 (1), pp. 1-22. https://doi.org/10.1007/s11571-022-09904-0

Article

Discovery and mass measurement of the hot, transiting, Earth-sized planet, GJ 3929 b
Kemmer, J., Dreizler, S., Kossakowski, D., Stock, S., Quirrenbach, A., Caballero, J. A., Amado, P. J., Collins, K. A., Espinoza, N., Herrero, E., Jenkins, J. M., Latham, D. W., Lillo-Box, J., Narita, N., Palle, E., Reiners, A., Ribas, I., Ricker, G., Rodriguez, E., ..., Zechmeister, M.. 2022. "Discovery and mass measurement of the hot, transiting, Earth-sized planet, GJ 3929 b." Astronomy and Astrophysics: a European journal. 659, pp. 1-23. https://doi.org/10.1051/0004-6361/202142653

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Evaluation and Prediction of Groundwater Quality for Irrigation Using an Integrated Water Quality Indices, Machine Learning Models and GIS Approaches: A Representative Case Study
Ibrahim, Hekmat, Yaseen, Zaher Mundher, Scholz, Miklas, Ali, Mumtaz, Gad, Mohamed, Elsayed, Salah, Khadr, Mosaad, Hussein, Hend, Ibrahim, Hazem H., Eid, Mohamed Hamdy, Kovács, Attila, Péter, Szűcs and Khalifa, Moataz M.. 2023. "Evaluation and Prediction of Groundwater Quality for Irrigation Using an Integrated Water Quality Indices, Machine Learning Models and GIS Approaches: A Representative Case Study." Water. 15 (4). https://doi.org/10.3390/w15040694

Article

A high dimensional features-based cascaded forward neural network coupled with MVMD and Boruta-GBDT for multi-step ahead forecasting of surface soil moisture
Jamei, Mehdi, Ali, Mumtaz, Karbasi, Masoud, Sharma, Ekta, Jamei, Mozhdeh, Chu, Xuefeng and Yaseen, Zaher Mundher. 2023. "A high dimensional features-based cascaded forward neural network coupled with MVMD and Boruta-GBDT for multi-step ahead forecasting of surface soil moisture." Engineering Applications of Artificial Intelligence. 120. https://doi.org/10.1016/j.engappai.2023.105895

Article

Optimizing taxi route planning based on taxi trajectory data analysis
Yang, Xinyi, Chen, Zhi and Luo, Yadan. 2023. "Optimizing taxi route planning based on taxi trajectory data analysis." 34th Australasian Database Conference (ADC 2023). Melbourne, Australia 01 202 - 03 Nov 2023 Switzerland . Springer. https://doi.org/10.1007/978-3-031-47843-7_4

Paper

Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration Error
Wang, Zixin, Luo, Yadan, Chen, Zhi, Wang, Sen and Huang, Zi. 2023. "Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration Error." 31st ACM International Conference on Multimedia (MM '23). Ottawa, Canada 29 Oct 202 - 03 Nov 2023 United States. Association for Computing Machinery (ACM). https://doi.org/10.1145/3581783.3611808

Paper

Zero-Shot Learning by Harnessing Adversarial Samples
Chen, Zhi, Zhang, Pengfei, Li, Jingjing, Wang, Sen and Huang, Zi. 2023. "Zero-Shot Learning by Harnessing Adversarial Samples." 31st ACM International Conference on Multimedia (MM '23). Ottawa, Canada 29 Oct 202 - 03 Nov 2023 United States. Association for Computing Machinery (ACM). https://doi.org/10.1145/3581783.3611823

Paper

Analysis and Protection of Public Medical Dataset: From Privacy Perspective
Jahan, Samsad, Ge, Yong-Feng, Kabir, Enamul and Wang, Hua. 2023. "Analysis and Protection of Public Medical Dataset: From Privacy Perspective." 12th International Conference on Health Information Science (HIS 2023). Melbourne, Australia 23 - 24 Oct 2023 Singapore. https://doi.org/10.1007/978-981-99-7108-4_7

Paper

Entity alignment via graph neural networks: a component-level study
Shu, Yanfeng, Zhang, Ji, Huang, Guangyan, Chi, Chi-Hung and He, Jing. 2023. "Entity alignment via graph neural networks: a component-level study." World Wide Web. 26 (6), pp. 4069-4092. https://doi.org/10.1007/s11280-023-01221-8

Article

YOLOv5s-CAM: A Deep Learning Model for Automated Detection and Classification for Types of Intracranial Hematoma in CT Images
Vidhya, V., Raghavendra, U., Gudigar, Anjan, Basak, Sudipta, Mallappa, Sankalp, Hegde, Ajay, Menon, Girish R., Barua, Prabal Datta, Salvi, Massimo, Ciaccio, Edward J., Molinari, Filippo and Acharya, U. Rajendra. 2023. "YOLOv5s-CAM: A Deep Learning Model for Automated Detection and Classification for Types of Intracranial Hematoma in CT Images." IEEE Access. 11, pp. 141309 - 141328. https://doi.org/10.1109/ACCESS.2023.3339560

Article

EfDenseNet: Automated Pulmonary Hypertension Detection Model Based on EfficientNetb0 and DenseNet201 Using CT Images
Kivrak, Tarik, Nayak, Jagadish, Gelen, Mehmet Ali, Barua, Prabal Datta, Baygin, Mehmet, Pamukcu, Hilal Erken, Dogan, Sengul, Tuncer, Turker and Acharya, U. Rajendra. 2023. "EfDenseNet: Automated Pulmonary Hypertension Detection Model Based on EfficientNetb0 and DenseNet201 Using CT Images." IEEE Access. 11, pp. 142711-142724. https://doi.org/10.1109/ACCESS.2023.3338228

Article

Verification of Gaia Data Release 3 Single-lined Spectroscopic Binary Solutions With Three Transiting Low-mass Secondaries
Schmidt, Stephen P., Schlaufman, Kevin C., Ding, Keyi, Grunblatt, Samuel K., Carmichael, Theron, Bieryla, Allyson, Rodriguez, Joseph E, Schulte, Jack, Vowell, Noah, Zhou, George, Quinn, Samuel N. Q, Yee, Samuel W., Winn, Joshua N., Hartman, Joel D., Latham, David W., Caldwell, Douglas A., Fausnaugh, M. M., Hedges, Christina, Jenkins, Jon M., ..., Seager, Sara. 2023. "Verification of Gaia Data Release 3 Single-lined Spectroscopic Binary Solutions With Three Transiting Low-mass Secondaries." The Astronomical Journal. 166 (6). https://doi.org/10.3847/1538-3881/ad0135

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Preface WI-IAT 2023
Orlando, Salvatore, Pasi, Gabriella, Bruch, Sebastian, Lucchese, Claudio and Tao, Xiaohui. 2023. "Preface WI-IAT 2023." 2023 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT). Venice, Italy 26 - 29 Oct 2023 Italy. https://doi.org/10.1109/WI-IAT59888.2023.00005

Other

Full-Resolution Lung Nodule Localization From Chest X-Ray Images Using Residual Encoder-Decoder Networks
Horry, Michael J., Chakraborty, Subrata, Pradhan, Biswajeet, Paul, Manoranjan, Zhu, Jing, Barua, Prabal Datta, Mir, Hasan Saeed, Chen, Fang, Zhou, Jianlong and Acharya, U. Rajendra. 2023. "Full-Resolution Lung Nodule Localization From Chest X-Ray Images Using Residual Encoder-Decoder Networks." IEEE Access. 11, pp. 143016 - 143036. https://doi.org/10.1109/ACCESS.2023.3343451

Article

The energy‑growth nexus in Canada: new empirical insights
Ali, Md. Idris, Ceh, Brian and Salahuddin, Mohammad. 2023. "The energy‑growth nexus in Canada: new empirical insights." Environmental Science and Pollution Research. 30 (58), pp. 122822 - 122839. https://doi.org/10.1007/s11356-023-30825-w

Article

Separated Twins or Just Siblings? A Multiplanet System around an M Dwarf Including a Cool Sub-Neptune
Harris, Mallory, Dragomir, Diana, Mireles, Ismael, Collins, Karen A., Ulmer-Moll, Solène, Howell, Steve B., Stassun, Keivan G., Zhou, George, Ziegler, Carl Z, Bouchy, François, Briceno, César, Charbonneau, David, Collins, Kevin I., Furesz, Gábor, Guerrero, Natalia M., Jenkins, Jon M., Jensen, Eric L. N., Kristiansen, Martti H. K., Law, Nicholas, ..., Winn, Joshua N.. 2023. "Separated Twins or Just Siblings? A Multiplanet System around an M Dwarf Including a Cool Sub-Neptune." The Astrophysical Journal Letters. 959 (1). https://doi.org/10.3847/2041-8213/ad037d

Article

SARW: Similarity-Aware Random Walk for GCN
Hou, Linlin, Zhang, Haixiang, Hou, Qing-Hu, Guo, Alan J.X., Wu, Ou, Yua, Ting and Zhang, Ji. 2023. "SARW: Similarity-Aware Random Walk for GCN." Intelligent Data Analysis. 27 (6), pp. 1615 -1636. https://doi.org/10.3233/IDA-227085

Article