Items where Division is "Department of Computer Science" and Year is 2025

Alamoudi, S. (2025) Image clustering and classification using content features. PhD thesis, University of Reading. doi: 10.48683/1926.00122206

Aljaidi, M., Aslam, N., Kaiwartya, O., Chen, X. ORCID: https://orcid.org/0000-0001-9267-355X, Sadiq, A. S., Kumar, S. and Alsarhan, A. (2025) QoE-based assignment of EVs to charging stations in metropolitan environments. IEEE Transactions on Intelligent Vehicles, 10 (1). pp. 306-322. ISSN 2379-8904 doi: 10.1109/TIV.2024.3412372

Athama, A., Wang, K., Chen, X. ORCID: https://orcid.org/0000-0001-9267-355X and Li, Y. (2025) Semantic communications for healthcare applications: opportunities and challenges. In: IEEE/ACM International Conference on Big Data Computing, Applications and Technologies, 2024-12-16 - 2024-12-19, Sharjah, UAE, pp. 383-388. doi: 10.1109/BDCAT63179.2024.00066

Atmakuru, A. (2025) Enhancing the performance and transparency of Machine Learning (ML) using MRI-derived data: alternative approaches to ML interpretability-explainability. PhD thesis, University of Reading. doi: 10.48683/1926.00127413

Brown, K. L., Huang, Q., Espuny-Pujol, F. ORCID: https://orcid.org/0000-0001-9085-7400, Van Doorn, C., Stoica, S., Tsang, V., Pagel, C., Franklin, R. C. G. and Crowe, S. (2025) A cohort evaluation of surgical pathways reported to a national audit of children undergoing treatment for congenital heart disease in England and Wales. Journal of Thoracic and Cardiovascular Surgery, 170 (2). pp. 316-324. ISSN 0022-5223 doi: 10.1016/j.jtcvs.2025.02.029

Cheng, H., Wang, Z., Song, J., Zhong, Q., Pooranian, Z. and Martinelli, F. (2025) EEGAP: ECC-based Efficient Group Authentication Protocol for dynamic vehicular platoon. IEEE Transactions on Intelligent Transportation Systems, 26 (11). 20392 -20406. ISSN 1524-9050 doi: 10.1109/TITS.2025.3589792

Dominguez, A. R., Shahzad, M. ORCID: https://orcid.org/0009-0002-9394-343X and Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 (2025) Structured radial basis function network: modelling diversity for multiple hypotheses prediction. In: AI-2024 Forty-fourth SGAI International Conference on Artificial Intelligence, 2024-12-17 - 2024-12-19, Cambridge, England, pp. 88-101. doi: 10.1007/978-3-031-77915-2_7

English, K. M., Espuny-Pujol, F. ORCID: https://orcid.org/0000-0001-9085-7400, Franklin, R. C., Crowe, S. and Pagel, C. (2025) Secundum atrial septal defect closure in adults in the UK. European Heart Journal - Quality of Care and Clinical Outcomes, 11 (1). pp. 78-88. ISSN 2058-5225 doi: 10.1093/ehjqcco/qcae019

Guedes, A. ORCID: https://orcid.org/0000-0003-0110-9975 (2025) Artificial intelligence applications in TV industry workflow. Proceedings of the Brazilian Symposium on Multimedia and the Web (WebMedia’2025). (In Press)

He, H., Gu, Y., Hu, Y., Fang, F., Ning, X., Chen, X. ORCID: https://orcid.org/0000-0001-9267-355X and Cheng, L. (2025) Real-time workflow scheduling in hybrid clouds with privacy and security constraints: a deep reinforcement learning approach. Expert Systems with Applications, 278. 127376. ISSN 0957-4174 doi: 10.1016/j.eswa.2025.127376

Higgs, I. (2025) Machine learning and complex network techniques to inform marine biogeochemistry modelling and data assimilation. PhD thesis, University of Reading. doi: 10.48683/1926.00130697

Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298, Wei, H. ORCID: https://orcid.org/0000-0002-9664-5748 and Xia, J. (2025) Superpixel-based Radial Basis Function Canonical Correlation Analysis for land cover segmentation. International Journal of Remote Sensing, 46 (24). pp. 9411-9433. ISSN 0143-1161 doi: 10.1080/01431161.2025.2579806

Hu, K. ORCID: https://orcid.org/0000-0001-7181-9935, Meng, Y. ORCID: https://orcid.org/0000-0001-6901-8282, Liao, Z. ORCID: https://orcid.org/0009-0006-4686-3436, Tang, L. ORCID: https://orcid.org/0009-0003-2401-8520 and Ye, X. ORCID: https://orcid.org/0000-0002-1628-2060 (2025) Enhancing underwater video from consecutive frames while preserving temporal consistency. Journal of Marine Science and Engineering, 13 (1). 127. ISSN 2077-1312 doi: 10.3390/jmse13010127

Huang, Q., Lawlor, D. A., Nolan, J., Espuny-Pujol, F. ORCID: https://orcid.org/0000-0001-9085-7400, Caputo, M., Pagel, C., Crowe, S., Franklin, R. C.G. and Brown, K. L. (2025) Peripandemic outcomes of infants treated for sentinel congenital heart diseases in England and Wales. Open Heart, 12 (1). e002964. ISSN 2398-595X doi: 10.1136/openhrt-2024-002964

Khurshid, A., Khan, B., Shahzad, M. ORCID: https://orcid.org/0009-0002-9394-343X and Fraz, M. M. (2025) TVFace: towards large-scale unsupervised face recognition in video streams. Pattern Analysis and Applications, 28. 88. ISSN 1433-7541 doi: 10.1007/s10044-025-01464-3

Li, S., Yang, S.-h. ORCID: https://orcid.org/0000-0003-0717-5009, Cao, Y., Jiang, X. and Zhou, C. (2025) A benchmark of industrial polymerization process for thermal runaway process monitoring. Process Safety and Environmental Protection, 193. pp. 353-363. ISSN 0957-5820 doi: 10.1016/j.psep.2024.11.057

Luginov, A. and Shahzad, M. ORCID: https://orcid.org/0009-0002-9394-343X (2025) NimbleD: enhancing self-supervised monocular depth estimation with pseudo-labels and large-scale video pre-training. In: Del Bue, A., Canton, C., Pont-Tuset, J. and Tommasi, T. (eds.) Computer Vision – ECCV 2024 Workshops Proceedings, Part II:. Lecture Notes in Computer Science. Springer, Cham, pp. 235-251. ISBN 9783031923869 doi: 10.1007/978-3-031-92387-6_18

Madgwick, J. and Lester, M. ORCID: https://orcid.org/0000-0002-2323-1771 (2025) SAT-Web: a web-based educational SAT visualisation tool. In: Pragmatics of SAT 2025, 11th Aug 2025, Glasgow, United Kingdom.

Markchom, T. ORCID: https://orcid.org/0000-0002-2685-0738, Boyle, J. ORCID: https://orcid.org/0000-0002-5785-8046, Chen, L., Ferryman, J., Marturini, M., Veigl, S., Opitz, A., Kriechbaum-Zabini, A., Bratskas, R., Gkamaris, A., Papachristos, D., Leventakis, G., Fan, W., Huang, H.-W., Hwang, J.-N., Kim, P., Kim, K., Huang, C.-I., Saito, K., Kaneko, S., Sudo, K., Thanh Thien, N., Kao, M.-Y., Hsieh, J.-W., Lilek, T., Pomsuwan, T., Gu, J., Xu, T., Zhu, X., Wu, X., Kittler, J., Stacy, S., Gabaldon, A., Tu, P., Kim, S., Kim, D. and Lee, K. (2025) PETS2025: multi-authority multi-sensor maritime surveillance challenge and evaluation. In: IEEE International Conference on Advanced Visual and Signal-Based Systems (AVSS 2025), 2025-08-11 - 2025-08-13, Tainan, Taiwan. doi: 10.1109/AVSS65446.2025.11149786

Markchom, T. ORCID: https://orcid.org/0000-0002-2685-0738, Liang, H. and Ferryman, J. (2025) Review of explainable graph-based recommender systems. ACM Computing Surveys. ISSN 0360-0300 (In Press)

Markchom, T., Liang, H. and Ferryman, J. (2025) Explainable meta-path based recommender systems. ACM Transactions on Recommender Systems, 3 (2). ISSN 2770-6699 doi: 10.1145/3625828

Mitchell, H. K., Espuny-Pujol, F. ORCID: https://orcid.org/0000-0001-9085-7400, Franklin, R. C., Ambler, G., Stickley, J., Taylor, J. A., Van Doorn, C., Stoica, S., Tsang, V., Pagel, C., Crowe, S. and Brown, K. L. (2025) Risk models for monitoring post-operative complication rates after pediatric cardiac surgery. European Journal of Cardio-thoracic Surgery. ISSN 1010-7940 doi: 10.1093/ejcts/ezaf317 (In Press)

Moin, A., Badii, A., Bozyigit, F. and Challenger, M. (2025) Quality attributes for cyber-physical systems and merit criteria for their modeling tools. In: Proceedings of the 8th International Conference on Information and Computer Technologies (ICICT2025), 2025-03-14 - 2025-03-16, Hilo, Hawaii, pp. 1-5. doi: 10.1109/ICICT64582.2025.00007

Moin, A., Badii, A., Günnemann, S. and Challenger, M. (2025) Enhancing architecture frameworks by including modern stakeholders and their views/viewpoints. In: Proceedings of the 8th International Conference on Information and Computer Technologies (ICICT2025), 2025-03-14 - 2025-03-16, Hilo, Hawaii, pp. 92-100. doi: 10.1109/ICICT64582.2025.00021

Moodley, P., Thambi, D., Trovinger, M., Kaushik, P., Paruchuri, P. and Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 (2025) M-SAT: multi-state-action tokenisation in decision transformers for multi-discrete actions. In: 2025 International Joint Conference on Neural Networks (IJCNN), 30 Jun - 05 Jul 2025, Rome, Italy. doi: 10.1109/IJCNN64981.2025.11228096

Moodley, P., Thambi, D., Trovinger, M., Kaushik, P., Paruchuri, P. and Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 (2025) M-SAT: multi-state-action tokenisation in decision transformers for multi-discrete actions. In: 2025 International Joint Conference on Neural Networks (IJCNN), 0001-01-01, Rome, Italy. doi: 10.1109/IJCNN64981.2025.11228096

Neera, J., Chen, X. ORCID: https://orcid.org/0000-0001-9267-355X, Aslam, N. and Issac, B. (2025) A trustworthy and untraceable centralised payment protocol for mobile payment. ACM Transactions on Privacy and Security, 28 (2). ISSN 2471-2574 doi: 10.1145/3706421

Obukhov, A., Poggi, M., Tosi, F., Arora, R. S., Spencer, J., Russell, C., Hadfield, S., Bowden, R., Wang, S., Ma, Z., Chen, W., Xu, B., Sun, F., Xie, D., Zhu, J., Lavreniuk, M., Guan, H., Wu, Q., Zeng, Y., Lu, C., Wang, H., Zhou, G., Zhang, H., Wang, J., Rao, Q., Wang, C., Liu, X., Lou, Z., Jiang, H., Chen, Y., Xu, R., Tan, M., Qin, Z., Mao, Y., Liu, J., Xu, J., Yang, Y., Zhao, W., Jiang, J., Liu, X., Zhao, M., Ming, A., Chen, W., Xue, F., Yu, M., Gao, S., Wang, X., Omotara, G., Farag, R., Demby’s, J., Tousi, S. M. A., DeSouza, G. N., Yang, T.-A., Nguyen, M.-Q., Tran, T.-P., Luginov, A. and Shahzad, M. ORCID: https://orcid.org/0009-0002-9394-343X (2025) The fourth monocular depth estimation challenge. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2025-06-13 - 2025-06-15, Nashville, USA. doi: 10.1109/CVPRW67362.2025.00615

Pei, H., Gu, Y., Sun, Y., Wang, Q., Liu, C., Chen, X. ORCID: https://orcid.org/0000-0001-9267-355X and Cheng, L. (2025) LLM-based cost-aware task scheduling for cloud computing systems. Journal of Cloud Computing, 14. 81. ISSN 2192-113X doi: 10.1186/s13677-025-00822-0

Perez-Vega, R. ORCID: https://orcid.org/0000-0003-1619-317X, Garnelo-Gomez, I. ORCID: https://orcid.org/0000-0002-8391-3221, Baxter, K., Histon, W., Mazzoli, I. and Sanchez-Razo, M. A. (2025) Setting the sustainability agenda: the impact of luxury brands' SDG‐related tweets on consumer engagement. International Journal of Consumer Studies, 49 (4). e70098. ISSN 1470-6423 doi: 10.1111/ijcs.70098

Pooranian, Z., Shojafar, M., Taheri, R. and Tafazolli, R. (2025) PASCOINFOG/PASFOG: privacy-preserving data deduplication algorithms for fog storage systems. IEEE Consumer Electronics Magazine, 14 (1). pp. 37-45. ISSN 2162-2248 doi: 10.1109/MCE.2023.3333559

Pooranian, Z., Taheri, R. and Martinelli, F. (2025) LFD-IDS: bagging-based data poisoning attacks against cyberattack detection in connected vehicle. IEEE Transactions on Intelligent Transportation Systems. ISSN 1524-9050 doi: 10.1109/TITS.2025.3581102

Rodriguez Dominguez, A., Shahzad, M. ORCID: https://orcid.org/0009-0002-9394-343X and Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 (2025) Multi-hypothesis prediction for portfolio optimization: a structured ensemble learning approach to risk diversification. Expert Systems with Applications, 292. 128633. ISSN 0957-4174 doi: 10.1016/j.eswa.2025.128633

Shaheen, S., Shahzad, M. ORCID: https://orcid.org/0009-0002-9394-343X, Sher, N., Khan, M. S., Iqbal, K., Ahmad, H. A. and Andrews, S. C. ORCID: https://orcid.org/0000-0003-4295-2686 (2025) Association of micronutrient status with thyroid function in adolescent Afghan refugees; a cross-sectional study. Thyroid Research, 18. 23. ISSN 1756-6614 doi: 10.1186/s13044-025-00239-6

Shahzad, M. ORCID: https://orcid.org/0009-0002-9394-343X, Arshad, M., Ahmad, H. A., Iddrissu, I., Bailey, E. H., Dru, N., Khan, S., Khan, H. and Andrews, S. C. ORCID: https://orcid.org/0000-0003-4295-2686 (2025) Nutritional status reshapes gut microbiota composition in adolescent Afghan refugees in Peshawar, Pakistan. Nutrition Research, 138. pp. 55-67. ISSN 0271-5317 doi: 10.1016/j.nutres.2025.04.004

Spuler, F. R., Kretschmer, M. ORCID: https://orcid.org/0000-0002-2756-9526, Balmaseda, M. A., Kovalchuk, Y. ORCID: https://orcid.org/0000-0003-4306-4680 and Shepherd, T. G. ORCID: https://orcid.org/0000-0002-6631-9968 (2025) Learning predictable and informative dynamical drivers of extreme precipitation using variational autoencoders. Weather and Climate Dynamics, 6 (3). pp. 995-1014. ISSN 2698-4016 doi: 10.5194/wcd-6-995-2025

Sun, P., Liu, X., Weng, L. and Liu, Z. (2025) Generative adversarial network based on self-attention mechanism for automatic page layout generation. Applied Sciences, 15 (5). 2852. ISSN 2076-3417 doi: 10.3390/app15052852

Taheri, R., Pooranian, Z. and Martinelli, F. (2025) Enhancing the robustness of federated learning-based intrusion detection systems in transportation networks. In: 2025 IEEE International Conference on High Performance Computing and Communications (HPCC), 2025-08-13 - 2025-08-15, Exeter, United Kingdom, pp. 1204-1209. doi: 10.1109/hpcc67675.2025.00171

Topalli, N. and Badii, A. (2025) A user-centric context-aware framework for real-time optimisation of multimedia data privacy protection, and information retention within multimodal AI systems. Sensors, 25 (19). 6105. ISSN 1424-8220 doi: 10.3390/s25196105

Waseem, F. and Shahzad, M. ORCID: https://orcid.org/0009-0002-9394-343X (2025) Video is worth a thousand images: exploring the latest trends in long video generation. ACM Computing Surveys, 58 (6). 154. ISSN 0360-0300 doi: 10.1145/3771724

Yu, K., Chen, K., Weng, L., Xia, M. ORCID: https://orcid.org/0000-0003-4681-9129 and Liu, S. (2025) Cloud and snow segmentation via transformer-guided multi-stream feature integration. Remote Sensing, 17 (19). 3329. ISSN 2072-4292 doi: 10.3390/rs17193329

Zaznov, I., Badii, A., Kunkel, J. and Dufour, A. ORCID: https://orcid.org/0000-0003-0519-648X (2025) AdamZ: an enhanced optimisation method for neural network training. Neural Computing and Applications. ISSN 0941-0643 doi: 10.1007/s00521-025-11649-w

Zhang, A., Liu, C., Makantasis, K., Chen, X. ORCID: https://orcid.org/0000-0001-9267-355X, Ward, T. and Cheng, L. (2025) DuMES: deep reinforcement learning based EV charging scheduling with dual-layer safety modules. IET Smart Energy Systems, 1 (3). pp. 232-246. ISSN 3065-9655 doi: 10.1049/ses2.70017

Zhang, J., Wang, M., Xu, X., Zhou, D. and Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 (2025) Adaptive monitoring for multimode nonstationary processes using cointegration analysis and probabilistic slow feature analysis. Control Engineering Practice, 156. 106209. ISSN 0925-2312 doi: 10.1016/j.conengprac.2024.106209

Zhang, J., Wei, H., Zhang, K., Xiao, J. and Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 (2025) An efficient multimodal attentional principal component analysis for continual learning-based dynamic process monitoring. Neurocomputing, 611. 128642. ISSN 0925-2312 doi: 10.1016/j.neucom.2024.128642

Zhang, J., Xiao, J., Chen, M. and Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 (2025) Multimodal continual learning for process monitoring: a novel weighted canonical correlation analysis with attention mechanism. IEEE Transactions on Neural Networks and Learning Systems, 36 (1). pp. 1827-1841. ISSN 2162-237X doi: 10.1109/TNNLS.2023.3331732

Zhang, Z., Hu, Z. ORCID: https://orcid.org/0000-0001-9994-771X, Xia, M. ORCID: https://orcid.org/0000-0003-4681-9129, Yan, Y. ORCID: https://orcid.org/0000-0002-3609-0496, Zhang, R., Liu, S. and Li, T. ORCID: https://orcid.org/0000-0002-3418-275X (2025) Semantic segmentation of clouds and cloud shadows using state space models. Remote Sensing, 17 (17). 3120. ISSN 2072-4292 doi: 10.3390/rs17173120

Zhao, L. ORCID: https://orcid.org/0000-0001-7487-7305, Chen, J., Liao, Z. ORCID: https://orcid.org/0009-0006-4686-3436 and Shi, F. (2025) Multi-scale feature mixed attention network for cloud and snow segmentation in remote sensing images. Remote Sensing, 17 (11). 1872. ISSN 2072-4292 doi: 10.3390/rs17111872

Zhou, C. ORCID: https://orcid.org/0000-0003-2993-8353, Su, H. ORCID: https://orcid.org/0000-0003-2473-3156, Tang, X. ORCID: https://orcid.org/0000-0001-8794-1820, Cao, Y., Yang, S.-H. ORCID: https://orcid.org/0000-0003-0717-5009 and Ye, L. ORCID: https://orcid.org/0000-0001-8732-593X (2025) Generalized global self-optimizing control for chemical processes: part II objective-guided controlled variable learning approach. Industrial & Engineering Chemistry Research, 64 (1). pp. 535-550. ISSN 1520-5045 doi: 10.1021/acs.iecr.4c02644

Zhou, C., Su, H., Tang, X., Cao, Y., Yang, S.-H. ORCID: https://orcid.org/0000-0003-0717-5009 and Ye, L. (2025) Generalized global self-optimizing control for chemical processes: part II objective-guided controlled variable learning approach. Industrial and Engineering Chemistry Research, 64 (1). pp. 535-550. ISSN 0888-5885 doi: 10.1021/acs.iecr.4c02644

Zhou, S. ORCID: https://orcid.org/0009-0003-2059-2226, Zhao, Z. ORCID: https://orcid.org/0009-0005-3711-185X, Hu, J., Liu, F. ORCID: https://orcid.org/0000-0003-2825-796X and Zheng, K. (2025) Impacts of spatial expansion of urban and rural construction on typhoon-directed economic losses: should land use data be included in the assessment? Land, 14 (5). 924. ISSN 2073-445X doi: 10.3390/land14050924

Zhu, Q., Ding, Y., Jiang, J. and Yang, S.-H. ORCID: https://orcid.org/0000-0003-0717-5009 (2025) Anomaly detection using invariant rules in Industrial Control Systems. Control Engineering Practice, 154. 106164. ISSN 0967-0661 doi: 10.1016/j.conengprac.2024.106164

Zhu, X., Zhou, C., Su, H., Pan, F., Yang, K., Cao, Y. and Yang, S. ORCID: https://orcid.org/0000-0003-0717-5009 (2025) Modeling of HDT pneumatic drying machine for moisture control. Drying Technology, 43 (6). pp. 1038-1055. ISSN 0737-3937 doi: 10.1080/07373937.2025.2481614