Items where Division is "Department of Computer Science" and Year is 2024

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Number of items: 55.

A

Akpu, C. H., Wei, H. ORCID: https://orcid.org/0000-0002-9664-5748 and Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 (2024) Deep learning in automated worm identification and tracking for C. elegan mating behaviour analysis. In: 27th International Conference on Pattern Recognition, ICPR 2024, 2024-12-01 - 2024-12-05, Kolkata, India, pp. 113-128. doi: 10.1007/978-3-031-78122-3_8 (Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, C. L., Bhattacharya, S. and Pail, U. (eds.) Springer. ISBN: 9783031781216)

Amoudi, S. A., Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 and Wei, H. ORCID: https://orcid.org/0000-0002-9664-5748 (2024) Modified probabilistic neural networks LBP classification based on distance measures in probability space. In: The 21st UK Workshop on Computational Intelligence, 7-9 Sep 2022, Sheffield, pp. 117-128. doi: 10.1007/978-3-031-55568-8_10 (ISBN: 9783031555671)

Amoudi, S. A., Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 and Wei, H. ORCID: https://orcid.org/0000-0002-9664-5748 (2024) Modified probabilistic neural networks LBP classification based on distance measures in probability space. In: The 21st UK Workshop on Computational Intelligence, 2022-09-07 - 2022-09-09, Sheffield, pp. 117-128. doi: 10.1007/978-3-031-55568-8_10

Ashlam, A. (2024) Multi-phase algorithmic framework to prevent SQL injection attacks using improved machine learning and deep learning to enhance database security in real time. PhD thesis, University of Reading. doi: 10.48683/1926.00119137

Assaf, O. (2024) Multivariate and multi-task deep learning architectures for improved stock market prediction and risk management. PhD thesis, University of Reading. doi: 10.48683/1926.00116154

Atmakuru, A., Di Fatta, G., Nicosia, G. and Badii, A. (2024) Improved filter-based feature selection using correlation and clustering techniques. In: Nicosia, G., Ojha, V., La Malfa, E., La Malfa, G., Pardalos, P. M. and Umeton, R. (eds.) Machine Learning, Optimization, and Data Science: 9th International Conference, LOD 2023, Grasmere, UK, September 22–26, 2023, Revised Selected Papers, Part I:. Lecture Notes in Computer Science. Springer, pp. 379-389. ISBN 9783031539688 doi: 10.1007/978-3-031-53969-5_28

Atmakuru, A., Di Fatta, G., Nicosia, G., Varzandian, A. and Badii, A. (2024) Sensitivity analysis for feature importance in predicting Alzheimer’s Disease. In: Ojha, V. ORCID: https://orcid.org/0000-0002-9256-1192, Nicosia, G., Ojha, V., La Malfa, E., Pardalos, P. M. and Umeton, R. (eds.) Machine Learning, Optimization, and Data Science: 9th International Conference, LOD 2023, Grasmere, UK, September 22–26, 2023, Revised Selected Papers, Part II:. Lecture Notes in Computer Science. Springer, pp. 449-465. ISBN 9783031539657 doi: 10.1007/978-3-031-53966-4_33

Atmakuru, A., Badii, A. and Di Fatta, G. (2024) Transfer learning for the cognitive staging prediction in Alzheimer's Disease. In: Nicosia, G., Ojha, V., Giesselbach, S., Pardalos, M. P. and Umeton, R. (eds.) Machine Learning, Optimization, and Data Science: 10th International Conference, LOD 2024, Castiglione della Pescaia, Italy, September 22–25, 2024, Revised Selected Papers, Part III:. Lecture Notes in Computer Science. Springer. ISBN 9783031824869 (In Press)

B

Brown, K. L., Huang, Q., Espuny-Pujol, F. ORCID: https://orcid.org/0000-0001-9085-7400, Taylor, J. A., Wray, J., van Doorn, C., Stoica, S., Pagel, C., Franklin, R. C. G. and Crowe, S. (2024) Evaluating long‐term outcomes of children undergoing surgical treatment for congenital heart disease for national audit in England and Wales. Journal of the American Heart Association, 13 (21). ISSN 2047-9980 doi: 10.1161/JAHA.124.035166

F

Feng, Z., Zhu, F., Wang, H., Hao, J., Yang, S.-H. ORCID: https://orcid.org/0000-0003-0717-5009, Zheng, W. and Qu, H. (2024) HoLens: a visual analytics design for higher-order movement modelling and visualization. Computational Visual Media, 10 (6). pp. 1079-1100. ISSN 2096-0433 doi: 10.1007/s41095-023-0392-y

G

Galea, D., Hodges, K. ORCID: https://orcid.org/0000-0003-0894-229X and Lawrence, B. N. ORCID: https://orcid.org/0000-0001-9262-7860 (2024) Investigating differences between Tropical cyclone detection systems. Artificial Intelligence for the Earth Systems, 3 (2). e220046. ISSN 2769-7525 doi: 10.1175/AIES-D-22-0046.1

Gu, Y., Cheng, F., Yang, L., Xu, J. ORCID: https://orcid.org/0009-0009-2964-8971, Chen, X. ORCID: https://orcid.org/0000-0001-9267-355X and Cheng, L. ORCID: https://orcid.org/0000-0003-1638-059X (2024) Cost-aware cloud workflow scheduling using DRL and simulated annealing. Digital Communications and Networks, 10 (6). pp. 1590-1599. ISSN 2352-8648 doi: 10.1016/j.dcan.2023.12.009

H

Higgs, I., Skákala, J., Bannister, R. ORCID: https://orcid.org/0000-0002-6846-8297, Carrassi, A. ORCID: https://orcid.org/0000-0003-0722-5600 and Ciavatta, S. (2024) Investigating ecosystem connections in the shelf sea environment using complex networks. Biogeosciences, 21 (3). pp. 731-746. ISSN 1726-4170 doi: 10.5194/bg-21-731-2024

Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298, Xiao, J. and Wei, H. ORCID: https://orcid.org/0000-0002-9664-5748 (2024) A semi-supervised clustering approach using nonlinear canonical correlation analysis with t-SNE. In: 2024 International Joint Conference on Neural Networks (IJCNN), 30 Jun- 5 Jul 2024, Yokohoma, Japan. doi: 10.1109/ijcnn60899.2024.10650841

Hu, K. ORCID: https://orcid.org/0000-0001-7181-9935, Feng, X. ORCID: https://orcid.org/0000-0002-4584-7630, Zhang, Q. ORCID: https://orcid.org/0000-0002-2257-0405, Shao, P. ORCID: https://orcid.org/0000-0001-5001-7415, Liu, Z. ORCID: https://orcid.org/0000-0002-6856-9274, Xu, Y. ORCID: https://orcid.org/0000-0003-3564-399X, Wang, S., Wang, Y., Wang, H., Di, L. and Xia, M. ORCID: https://orcid.org/0000-0003-4681-9129 (2024) Review of satellite remote sensing of carbon dioxide inversion and assimilation. Remote Sensing, 16 (18). 3394. ISSN 2072-4292 doi: 10.3390/rs16183394

Hu, K. ORCID: https://orcid.org/0000-0001-7181-9935, Liu, Z. ORCID: https://orcid.org/0000-0002-6856-9274, Shao, P. ORCID: https://orcid.org/0000-0001-5001-7415, Ma, K. ORCID: https://orcid.org/0000-0001-9714-8930, Xu, Y. ORCID: https://orcid.org/0000-0003-3564-399X, Wang, S., Wang, Y., Wang, H., Di, L., Xia, M. ORCID: https://orcid.org/0000-0003-4681-9129 and Zhang, Y. (2024) A review of satellite-based CO2 data reconstruction studies: methodologies, challenges, and advances. Remote Sensing, 16 (20). 3818. ISSN 2072-4292 doi: 10.3390/rs16203818

Huang, Q., Ridout, D., Tsang, V., Drury, N. E., Jones, T. J., Bellsham-Revell, H., Hadjicosta, E., Seale, A. N., Mehta, C., Pagel, C., Crowe, S., Espuny Pujol, F. ORCID: https://orcid.org/0000-0001-9085-7400, Franklin, R. C. G. and Brown, K. L. (2024) Quantifying additional procedures in functionally single-ventricle disease: a national cohort study. Annals of Thoracic Surgery Short Reports, 2 (2). pp. 282-286. ISSN 2772-9931 doi: 10.1016/j.atssr.2023.12.001

Huang, Q., Ridout, D., Tsang, V., Drury, N. E., Jones, T. J., Bellsham-Revell, H., Hadjicosta, E., Seale, A. N., Mehta, C., Pagel, C., Crowe, S., Espuny Pujol, F. ORCID: https://orcid.org/0000-0001-9085-7400, Franklin, R. C. G. and Brown, K. L. (2024) Retrospective cohort study of additional procedures and transplant‐free survival for patients with functionally single ventricle disease undergoing staged palliation in England and Wales. Journal of the American Heart Association, 13 (14). e033068. ISSN 2047-9980 doi: 10.1161/jaha.123.033068

I

Idrees, M. M. (2024) Online semi-supervised learning in non-stationary environments. PhD thesis, University of Reading. doi: 10.48683/1926.00114864

Ihmeida, M. (2024) From images To changes: enhancing synthetic aperture radar change detection via registration and deep despeckling model. PhD thesis, University of Reading. doi: 10.48683/1926.00117925

K

Kanak, A., Ergün, S., Arif, İ., Tanrıseven, S., Uğur, N., van Schaik, G.-J. and Badii, A. (2024) Integrated secure distance bounding and hardware-based security: a case study for the insurance claim verification of farmers during COVID-19 [version 1; peer review: 2 approved, 1 approved with reservations, 1 not approved]. Open Research Europe. ISSN 2732-5121 doi: 10.12688/openreseurope.15448.1

Knowles, R. L., Ridout, D., Huang, Q., Franklin, R. C., Seale, A. N., Bellsham-Revell, H., Espuny-Pujol, F. ORCID: https://orcid.org/0000-0001-9085-7400 and Brown, K. L. (2024) Influence of sex, race and ethnicity, and deprivation on survival and completion of the Fontan pathway for children with functionally single ventricle heart disease. Circulation, 150 (3). pp. 246-249. ISSN 0009-7322 doi: 10.1161/CIRCULATIONAHA.124.069779

Kourounioti, O., Kontopoulos, C., Wei, H. ORCID: https://orcid.org/0000-0002-9664-5748, Urbas, A., Rodic, T., Frohlich, H., Ferryman, J. and Charalampopoulou, V. (2024) EURMARS: use of satellite imagery as an asset for maritime environment rapid mapping and objects detection in large areas. Information & Security, 55 (2). pp. 149-164. ISSN 1314-2119 doi: 10.11610/isij.5524 (In Press)

L

Lester, M. M. ORCID: https://orcid.org/0000-0002-2323-1771 (2024) Cutting the cake into crumbs: verifying envy-free cake cutting protocols using bounded integer arithmetic. In: Gebser, M. and Sergey, I. (eds.) Practical aspects of declarative languages: 26th international symposium, PADL 2024, London, UK, January 15–16, 2024, Proceedings. Lecture Notes in Computer Science (14512). Springer, Cham, pp. 100-115. ISBN 9783031520372 doi: 10.1007/978-3-031-52038-9_7

Li, H., Xu, X., Liu, Z., Xia, Q. ORCID: https://orcid.org/0000-0003-0829-6750 and Xia, M. ORCID: https://orcid.org/0000-0003-4681-9129 (2024) Low-quality sensor data-based semi-supervised learning for medical image segmentation. Sensors, 24 (23). 7799. ISSN 1424-8220 doi: 10.3390/s24237799

Li, X. ORCID: https://orcid.org/0000-0002-9946-7000, Ding, J., Chen, Z. and Elhoseiny, M. (2024) Uni3DL: A unified model for 3D vision-language understanding. In: ECCV 2024, 2024-10-31, Milan, Italy, pp. 74-92. doi: 10.1007/978-3-031-73337-6_5

Liu, C., Zhou, Y., Chen, Y. and Yang, S.-H. ORCID: https://orcid.org/0000-0003-0717-5009 (2024) Knowledge distillation based semantic communications for multiple users. IEEE Transactions on Wireless Communication, 23 (7). 7000 -7012. ISSN 1558-2248 doi: 10.1109/TWC.2023.3336941

M

Makarova, A., Shahzad, M. ORCID: https://orcid.org/0009-0002-9394-343X, Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 and Lester, M. ORCID: https://orcid.org/0000-0002-2323-1771 (2024) Learning a strategy for preference elicitation in conversational recommender systems. In: International Joint Conference on Neural Networks (IJCNN), 30 Jun - 5 Jul 2024, Yokohama, Japan. doi: 10.1109/ijcnn60899.2024.10650365

Markchom, T. ORCID: https://orcid.org/0000-0002-2685-0738 (2024) Explainable visually-aware recommender systems based on heterogeneous information networks. PhD thesis, University of Reading. doi: 10.48683/1926.00119658

Moodley, P. (2024) A study of relational structure in multi-discrete action spaces in reinforcement learning. PhD thesis, University of Reading. doi: 10.48683/1926.00117645

O

Osei-Brefo, E. (2024) Advances in machine learning algorithms for financial risk management. PhD thesis, University of Reading. doi: 10.48683/1926.00115168

P

Pooranian, Z., Shojafar, M., Asef, P., Robinson, M., Lees, H. and Longden, M. (2024) RCA-IDS: a novel real-time cloud-based adversarial IDS for connected vehicles. In: 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications, 2023-11-01 - 2023-11-03, Exeter, United Kingdom, pp. 495-503. doi: 10.1109/TrustCom60117.2023.00081

R

Raj, D., Hu, S., Aslam, N., Chen, X. ORCID: https://orcid.org/0000-0001-9267-355X, Rueangsirarak, W., Uttama, S. and Nauman, F. (2024) Elderly standing imbalance detection using noise-resilient robust mean estimator and deep learning. In: 2023 15th International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2023-12-08 - 2023-12-10, Kuala Lumpur, Malaysia, pp. 112-117. doi: 10.1109/SKIMA59232.2023.10387362

S

Shahzad, M. ORCID: https://orcid.org/0009-0002-9394-343X, Saeed, M., Amin, H., Binmadi, N., Ullah, Z., Bibi, S. and Andrews, S. C. ORCID: https://orcid.org/0000-0003-4295-2686 (2024) The oral microbiome of newly diagnosed tuberculosis patients; a pilot study. Genomics, 116 (2). 110816. ISSN 0888-7543 doi: 10.1016/j.ygeno.2024.110816

Sivan, K. M., Hu, S., Aslam, N., Chen, X. ORCID: https://orcid.org/0000-0001-9267-355X, Sureephong, P., Wongsila, S. and Ahmed, S. Q. (2024) Heart rate anomaly detection using contractive autoencoder for smartwatch-based health monitoring. In: 2023 15th International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2023-12-08 - 2023-12-10, Kuala Lumpur, Malaysia, pp. 118-123. doi: 10.1109/SKIMA59232.2023.10387334

Spencer, J., Tosi, F., Poggi, M., Singh Arora, R., Russell, C., Hadfield, S., Bowden, R., Zhou, G. Y., Li, Z., Rao, Q., Bao, Y., Liu, X., Kim, D., Kim, J., Kim, M., Lavreniuk, M., Li, R., Mao, Q., Wu, J., Zhu, Y., Sun, J., Zhang, Y., Patni, S., Agarwal, A., Arora, C., Sun, P., Jiang, K., Wu, G., Liu, J., Liu, X., Jiang, J., Zhang, X., Wei, J., Wang, F., Tan, Z., Wang, J., Luginov, A., Shahzad, M. ORCID: https://orcid.org/0009-0002-9394-343X, Hosseini, S., Trajcevski, A. and Elder, J. H. (2024) The third monocular depth estimation challenge. In: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2024-06-17 - 2024-06-18, Seatle, USA. doi: 10.1109/CVPRW63382.2024.00005

Spuler, F. R., Kretschmer, M. ORCID: https://orcid.org/0000-0002-2756-9526, Kovalchuk, Y. ORCID: https://orcid.org/0000-0003-4306-4680, Balmaseda, M. A. and Shepherd, T. G. ORCID: https://orcid.org/0000-0002-6631-9968 (2024) Identifying probabilistic weather regimes targeted to a local-scale impact variable. Environmental Data Science, 3. e25. ISSN 2634-4602 doi: 10.1017/eds.2024.29

Su, H., Zhou, C., Tang, X., Cao, Y., Pan, F., Yang, K. and Yang, S.-H. ORCID: https://orcid.org/0000-0003-0717-5009 (2024) Shaping of molecular weight distribution using self-optimizing control based on moments. Industrial and Engineering Chemistry Research, 63 (44). pp. 19076-19090. ISSN 0888-5885 doi: 10.1021/acs.iecr.4c02412

Sun, Z., Ding, Y., Pei, K. and Yang, S.-H. ORCID: https://orcid.org/0000-0003-0717-5009 (2024) Contradictions of identification of safety and security requirements for industrial cyber-physical systems. IEEE Internet of Things, 11 (7). pp. 12033-12057. ISSN 2327-4662 doi: 10.1109/JIOT.2023.3332128

T

Taylor, S. ORCID: https://orcid.org/0009-0009-3408-340X, Linton, C. ORCID: https://orcid.org/0000-0002-9900-7274, Biggs, J. and Holderbaum, W. ORCID: https://orcid.org/0000-0002-1677-9624 (2024) Time parametrized motion planning. Mathematics, 12 (21). 3404. ISSN 2227-7390 doi: 10.3390/math12213404

U

Uddin, S., Nawaz, T., Ferryman, J., Rashid, N., Asaduzzaman, M. and Nawaz, R. (2024) Skeletal keypoint-based transformer model for human action recognition in aerial videos. IEEE Access, 12. pp. 11095-11103. ISSN 2169-3536 doi: 10.1109/ACCESS.2024.3354389

V

Van Bulck, D., Goossens, D., Clarner, J.-P., Dimitsas, A., Fonseca, G. H. G., Lamas-Fernandez, C., Lester, M. M. ORCID: https://orcid.org/0000-0002-2323-1771, Pedersen, J., Phillips, A. E. and Rosati, R. M. (2024) Which algorithm to select in sports timetabling? European Journal of Operational Research, 318 (2). pp. 575-591. ISSN 0377-2217 doi: 10.1016/j.ejor.2024.06.005

Vandaele, R., Dance, S. L. ORCID: https://orcid.org/0000-0003-1690-3338 and Ojha, V. ORCID: https://orcid.org/0000-0002-9256-1192 (2024) Deep learning for automated trash screen blockage detection using cameras: actionable information for flood risk management. Journal of Hydroinformatics, 26 (4). pp. 889-903. ISSN 1464-7141 doi: 10.2166/hydro.2024.013

W

Wang, X., Zhang, X., Pedrycz, W., Yang, S.-H. ORCID: https://orcid.org/0000-0003-0717-5009 and Boutat, D. (2024) Consensus of T-S fuzzy fractional-order, singular perturbation, multi-agent systems. Fractal and Fractional, 8 (9). 523. ISSN 2504-3110 doi: 10.3390/fractalfract8090523

X

Xu, Y., Ding, Y., Jiang, J., Cong, R., Zhang, X., Wang, S., Kwong, S. and Yang, S.-H. ORCID: https://orcid.org/0000-0003-0717-5009 (2024) Skip-patching spatial-temporal discrepancy-based anomaly detection on multivariate time series. Neurocomputing, 609. 128428. ISSN 0925-2312 doi: 10.1016/j.neucom.2024.128428

Z

Zaznov, I., Kunkel, J. M., Badii, A. and Dufour, A. ORCID: https://orcid.org/0000-0003-0519-648X (2024) The intraday dynamics predictor: a TrioFlow Fusion of Convolutional Layers and Gated Recurrent Units for high-frequency price movement forecasting. Applied Sciences, 14 (7). 2984. ISSN 2076-3417 doi: 10.3390/app14072984

Zhang, F., Hong, S., Ding, Y. and Yang, S.-H. ORCID: https://orcid.org/0000-0003-0717-5009 (2024) Ultra-wideband-based real-time positioning with cascaded wireless clock synchronization method. IEEE Internet of Things, 11 (9). pp. 16731-16745. ISSN 2327-4662 doi: 10.1109/JIOT.2024.3356117

Zhang, L., Wang, Q.-G. and Yang, S.-H. ORCID: https://orcid.org/0000-0003-0717-5009 (2024) Partial and full detection of source terms. IEEE Transactions on Circuits and Systems II: Express Briefs, 71 (2). pp. 977-981. ISSN 1549-7747 doi: 10.1109/tcsii.2023.3311814

Zhang, S., Yao, R. ORCID: https://orcid.org/0000-0003-4269-7224, Wei, H. ORCID: https://orcid.org/0000-0002-9664-5748 and Li, B. (2024) Prediction of occupant thermal state via infrared thermography and explainable AI. Energy and Buildings, 312. 114153. ISSN 0378-7788 doi: 10.1016/j.enbuild.2024.114153

Zhang, X., Jiang, Z., Ding, Y., Ngai, E. C.H. and Yang, S.-H. ORCID: https://orcid.org/0000-0003-0717-5009 (2024) Anomaly detection using isomorphic analysis for false data injection attacks in industrial control systems. Journal of the Franklin Institute, 361 (13). 107000. ISSN 1879-2693 doi: 10.1016/j.jfranklin.2024.107000

Zhang, Z., Zhang, J. ORCID: https://orcid.org/0009-0007-7012-7540, Chen, J., Huang, Y. and Huang, X. (2024) Self-supervised enhancement method for multi-behavior session-based recommendation. IEEE Access, 12. pp. 175268-175277. ISSN 2169-3536 doi: 10.1109/access.2024.3504496

Zhao, L., Chen, J., Shahzad, M. ORCID: https://orcid.org/0009-0002-9394-343X, Xia, M. and Lin, H. (2024) MFPANet: multi-scale feature perception and aggregation network for high-resolution snow depth estimation. Remote Sensing, 16 (12). 2087. ISSN 2072-4292 doi: 10.3390/rs16122087

Zhou, Y., Jiang, J., Yang, S.-H. ORCID: https://orcid.org/0000-0003-0717-5009, He, L., Ding, Y., Liu, K., Zhu, G. and Qing, Y. (2024) A data distillation enhanced autoencoder for detecting anomalous gas consumption. IEEE Internet of Things, 11 (2). pp. 3473-3483. ISSN 2327-4662 doi: 10.1109/JIOT.2023.3296538

Zhou, Y., Liu, C., Ding, Y., Yuan, D., Yin, J. and Yang, S.-H. ORCID: https://orcid.org/0000-0003-0717-5009 (2024) Crowd descriptors and interpretable gathering understanding. IEEE Transactions on Multimedia, 26. pp. 8651-8664. ISSN 1941-0077 doi: 10.1109/TMM.2024.3381040

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