Ashlam, A. A., Badii, A. and Stahl, F. (2023) Data-mining and hashing to prevent application-layer DDoS and SQL injection attacks. In: 2023 IEEE International Conference on Advanced Systems and Emergent Technologies, 29 Apr 2023 - 01 May 2023, Hammamet, Tunisia. doi: https://doi.org/10.1109/ic_aset58101.2023.10150694

Ayers, D. ORCID: https://orcid.org/0000-0002-5667-8174, Lau, J., Amezcua, J. ORCID: https://orcid.org/0000-0002-4952-8354, Carrassi, A. ORCID: https://orcid.org/0000-0003-0722-5600 and Ojha, V. ORCID: https://orcid.org/0000-0002-9256-1192 (2023) Supervised machine learning to estimate instabilities in chaotic systems: estimation of local Lyapunov exponents. Quarterly Journal of the Royal Meteorological Society, 149 (753). pp. 1236-1262. ISSN 1477-870X doi: https://doi.org/10.1002/qj.4450

Brown, K. L., Huang, Q. ORCID: https://orcid.org/0000-0003-4456-2999, Hadjicosta, E., Seale, A. N., Tsang, V., Anderson, D., Barron, D., Bellsham-Revell, H., Pagel, C., Crowe, S., Espuny Pujol, F. ORCID: https://orcid.org/0000-0001-9085-7400, Franklin, R. and Ridout, D. (2023) Long-term survival and center volume for functionally single-ventricle congenital heart disease in England and Wales. The Journal of Thoracic and Cardiovascular Surgery, 166 (2). 306-316.e3. ISSN 0022-5223 doi: https://doi.org/10.1016/j.jtcvs.2022.11.018

Dai, Z., He, L., Yang, S.-H. ORCID: https://orcid.org/0000-0003-0717-5009 and Leeke, M. (2023) Revealing ongoing sensor attacks in industrial control system via setpoint modification. In: IEEE International Symposium on Dependable, Autonomic and Secure Computing (DASC), 14-17 Nov 2023, Abu Dhabi, United Arab Emirates. doi: https://doi.org/10.1109/dasc/picom/cbdcom/cy59711.2023.10361334

Dorobantu, D.-M., Espuny Pujol, F. ORCID: https://orcid.org/0000-0001-9085-7400, Kostolny, M., Brown, K. L., Franklin, R. C., Crowe, S., Pagel, C. and Stoica, S. C. (2023) Arterial switch for transposition of the great arteries: treatment timing, late outcomes, and risk factors. JACC: Advances, 2 (5). 100407. ISSN 2772-963X doi: https://doi.org/10.1016/j.jacadv.2023.100407

Dorobantu, D.-M., Huang, Q., Espuny Pujol, F. ORCID: https://orcid.org/0000-0001-9085-7400, Brown, K. L., Franklin, R. C., Pufulete, M., Lawlor, D. A., Crowe, S., Pagel, C. and Stoica, S. C. (2023) Hospital resource utilization in a national cohort of functionally single ventricle patients undergoing surgical treatment. JTCVS Open, 14. pp. 441-461. ISSN 2666-2736 doi: https://doi.org/10.1016/j.xjon.2023.03.014

Feng, Z., Zhu, F., Wang, H., Hao, J., Yang, S.-H. ORCID: https://orcid.org/0000-0003-0717-5009, Zheng, W. and Qu, H. (2023) HoLens: a visual analytics design for higher-order movement modelling and visualization. Computational Visual Media. ISSN 2096-0662 doi: https://doi.org/10.1007/s41095-0xx-xxxx-x (In Press)

Galea, D., Kunkel, J. and Lawrence, B. N. ORCID: https://orcid.org/0000-0001-9262-7860 (2023) TCDetect: a new method of detecting the presence of tropical cyclones using deep learning. Artificial Intelligence for the Earth Systems, 2 (3). ISSN 2769-7525 doi: https://doi.org/10.1175/aies-d-22-0045.1

Gao, M. ORCID: https://orcid.org/0000-0003-4116-4530, Yang, F., Wei, H. ORCID: https://orcid.org/0000-0002-9664-5748 and Liu, X. (2023) Automatic monitoring of maize seedling growth using unmanned aerial vehicle-based RGB imagery. Remote Sensing, 15 (14). 3671. ISSN 2072-4292 doi: https://doi.org/10.3390/rs15143671

Hoefler, T. ORCID: https://orcid.org/0000-0002-1333-9797, Stevens, B. ORCID: https://orcid.org/0000-0003-3795-0475, Prein, A. F. ORCID: https://orcid.org/0000-0001-6250-179X, Baehr, J. ORCID: https://orcid.org/0000-0003-4696-8941, Schulthess, T., Stocker, T. F. ORCID: https://orcid.org/0000-0003-1245-2728, Taylor, J. ORCID: https://orcid.org/0000-0001-9003-4076, Klocke, D. ORCID: https://orcid.org/0000-0001-7405-013X, Manninen, P., Forster, P. M., Kölling, T., Gruber, N. ORCID: https://orcid.org/0000-0002-2085-2310, Anzt, H., Frauen, C. ORCID: https://orcid.org/0000-0002-8615-5702, Ziemen, F. ORCID: https://orcid.org/0000-0001-7095-5740, Klöwer, M. ORCID: https://orcid.org/0000-0002-3920-4356, Kashinath, K., Schär, C., Fuhrer, O. and Lawrence, B. N. ORCID: https://orcid.org/0000-0001-9262-7860 (2023) Earth Virtualization Engines: a technical perspective. Computing in Science & Engineering, 25 (3). pp. 50-59. ISSN 1521-9615 doi: https://doi.org/10.1109/MCSE.2023.3311148

Hong, S., YAo, F., Zhang, F., Ding, Y. and Yang, S.-H. ORCID: https://orcid.org/0000-0003-0717-5009 (2023) LPWC: long preamble wake-up communication protocol for a LoRa network. Internet of Things, 22. 100787. ISSN 2542-6605 doi: https://doi.org/10.1016/j.iot.2023.100787

Hong, S., Yao, F., Zhang, F., Ding, Y. and Yang, S.-H. ORCID: https://orcid.org/0000-0003-0717-5009 (2023) Reinforcement learning approach for SF allocation in LoRa network. IEEE Internet of Things, 10 (20). pp. 18259-18272. ISSN 2327-4662 doi: https://doi.org/10.1109/JIOT.2023.3279429

Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298, Gao, J., Wei, H. ORCID: https://orcid.org/0000-0002-9664-5748, Xiao, J. and Mitchell, R. (2023) Two-step scalable spectral clustering algorithm using landmarks and probability density estimation. Neurocomputing, 519. pp. 173-186. ISSN 0925-2312 doi: https://doi.org/10.1016/j.neucom.2022.11.063

Huang, Q. ORCID: https://orcid.org/0000-0003-4456-2999, Ridout, D., Tsang, V., Drury, N. E. ORCID: https://orcid.org/0000-0001-9012-6683, Jones, T. J. ORCID: https://orcid.org/0000-0001-8870-3496, Bellsham-Revell, H. ORCID: https://orcid.org/0000-0002-0360-944X, Hadjicosta, E., Seale, A. N., Mehta, C. ORCID: https://orcid.org/0000-0002-4527-5265, Pagel, C. ORCID: https://orcid.org/0000-0002-2857-1628, Crowe, S. ORCID: https://orcid.org/0000-0003-1882-5476, Espuny Pujol, F. ORCID: https://orcid.org/0000-0001-9085-7400, Franklin, R. C. G. and Brown, K. L. ORCID: https://orcid.org/0000-0002-0729-4959 (2023) Risk factors for reintervention with functionally single-ventricle disease undergoing staged palliation in England and Wales: a retrospective cohort study. Circulation, 148 (17). pp. 1343-1345. ISSN 1524-4539 doi: https://doi.org/10.1161/circulationaha.123.065647

Ihmeida, M. and Shahzad, M. ORCID: https://orcid.org/0009-0002-9394-343X (2023) Deep despeckling of SAR images to improve change detection performance. In: Artificial Intelligence XL: 43rd SGAI International Conference on Artificial Intelligence, AI 2023, 12–14 Dec 2023, Cambridge, UK, pp. 115-126. doi: https://doi.org/10.1007/978-3-031-47994-6_9 (Braumer, M. and Stahl, F. (eds). ISBN: 9783031479939.)

Ihmeida, M. ORCID: https://orcid.org/0009-0009-8728-6868 and Shahzad, M. ORCID: https://orcid.org/0009-0002-9394-343X (2023) Enhanced change detection performance based on deep despeckling of synthetic aperture radar images. IEEE Access. p. 1. ISSN 2169-3536 doi: https://doi.org/10.1109/access.2023.3307208

Ketsbaia, L., Issac, B., Chen, X. ORCID: https://orcid.org/0000-0001-9267-355X and Mary Jacob, S. (2023) A multi-stage machine learning and fuzzy approach to cyber-hate detection. IEEE Access, 11. pp. 56046-56065. ISSN 2169-3536 doi: https://doi.org/10.1109/ACCESS.2023.3282834

Koskela, T. ORCID: https://orcid.org/0000-0002-5813-6539, Christidi, I. ORCID: https://orcid.org/0000-0002-5045-7987, Giordano, M. ORCID: https://orcid.org/0000-0002-7218-2873, Dubrovska, E. ORCID: https://orcid.org/0009-0003-8066-5458, Quinn, J. ORCID: https://orcid.org/0000-0002-0268-7032, Maynard, C. ORCID: https://orcid.org/0000-0002-6253-9154, Case, D. ORCID: https://orcid.org/0009-0001-3735-5687, Olgu, K. ORCID: https://orcid.org/0000-0003-0351-2055 and Deakin, T. ORCID: https://orcid.org/0000-0002-6439-4171 (2023) Principles for automated and reproducible benchmarking. In: SC-W 2023: Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis, 12-17 Nov 2023, Denver, Colorado, pp. 609-618. doi: https://doi.org/10.1145/3624062.3624133 (ISBN: 9798400707858)

Lester, M. M. ORCID: https://orcid.org/0000-0002-2323-1771 (2023) CoPTIC: constraint programming translated into C. In: Sankaranarayanan, S. and Sharygina, N. (eds.) Tools and Algorithms for the Construction and Analysis of Systems. TACAS 2023. Lecture Notes in Computer Science (13994). Springer, Cham. ISBN 9783031308192 doi: https://doi.org/10.1007/978-3-031-30820-8_13

Liu, C., Chen, J., Chen, Y., Payton, R., Riley, M. and Yang, S.-H. ORCID: https://orcid.org/0000-0003-0717-5009 (2023) Self-supervised adaptive weighting for cooperative perception in V2V communications. IEEE Transactions on Intelligent Vehicles. ISSN 2379-8904 doi: https://doi.org/10.1109/TIV.2023.3345035

Liu, C., Chen, Y., Chen, J., Payton, R., Riley, M. and Yang, S.-H. ORCID: https://orcid.org/0000-0003-0717-5009 (2023) Cooperative perception with learning-based V2V communications. IEEE Wireless Communications Letters, 12 (11). pp. 1831-1835. ISSN 2162-2345 doi: https://doi.org/10.1109/LWC.2023.3295612

Liu, C., Zhou, Y., Chen, Y. and Yang, S.-H. ORCID: https://orcid.org/0000-0003-0717-5009 (2023) Knowledge distillation based semantic communications for multiple users. IEEE Transactions on Wireless Communication. ISSN 1558-2248 doi: https://doi.org/10.1109/TWC.2023.3336941

Markchom, T., Liang, H. and Ferryman, J. (2023) Explainable meta-path based recommender systems. ACM Transactions on Recommender Systems. ISSN 2770-6699 doi: https://doi.org/10.1145/3625828 (In Press)

Markchom, T., Liang, H. ORCID: https://orcid.org/0000-0003-4408-4528 and Ferryman, J. (2023) Scalable and explainable visually-aware recommender systems. Knowledge-Based Systems, 263. 110258. ISSN 1872-7409 doi: https://doi.org/10.1016/j.knosys.2023.110258 (110258)

Moin, A., Badii, A., Günnemann, S. and Challenger, M. (2023) Enabling Machine Learning in software architecture frameworks. In: 2023 IEEE/ACM 2nd International Conference on AI Engineering – Software Engineering for AI (CAIN). IEEE. ISBN 9798350301137 doi: https://doi.org/10.1109/cain58948.2023.00021

Morris, J., Liu, Z., Liang, H., Nagala, S. and Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 (2023) ThyExp: an explainable AI-assisted decision making toolkit for thyroid nodule diagnosis based on ultra-sound images. In: 32nd ACM International Conference on Information and Knowledge Management, Saturday 21 - Wednesday 25 October 2023, Birmingham,UK, pp. 5371-5375. doi: https://doi.org/10.1145/3583780.3615131

Neera, J., Chen, X. ORCID: https://orcid.org/0000-0001-9267-355X, Aslam, N., Wang, K. and Shu, Z. (2023) Private and utility enhanced recommendations with local differential privacy and Gaussian mixture model. IEEE Transactions on Knowledge and Data Engineering, 35 (4). pp. 4151-4163. ISSN 1558-2191 doi: https://doi.org/10.1109/TKDE.2021.3126577

Ojha, V. ORCID: https://orcid.org/0000-0002-9256-1192, Pantò, B. and Nicosia, G. (2023) Adaptive search space decomposition method for pre- and post- buckling analyses of space truss structures. Engineering Application of Artificial Intelligence, 117 (B). 105593. ISSN 0952-1976 doi: https://doi.org/10.1016/j.engappai.2022.105593

Osei-brefo, E., Mitchell, R. and Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 (2023) Hybrid dual-resampling and cost-sensitive classification for credit risk prediction. In: AI-2023 Forty-third SGAI International Conference on Artificial Intelligence, 12-14 DECEMBER 2023, Cambridge, England. (In Press)

Pope, K. N., Holloway, C. E. ORCID: https://orcid.org/0000-0001-9903-8989, Jones, T. R. ORCID: https://orcid.org/0000-0002-7669-1499 and Stein, T. H. M. ORCID: https://orcid.org/0000-0002-9215-5397 (2023) Radiation, clouds, and self-aggregation in RCEMIP simulations. Journal of Advances in Modeling Earth Systems, 15 (2). e2022MS003317. ISSN 1942-2466 doi: https://doi.org/10.1029/2022MS003317

Pravin, C. (2023) Fragility, robustness, and antifragility in deep neural networks. PhD thesis, University of Reading. doi: https://doi.org/10.48683/1926.00112630

Qi, H., Shu, Z. and Chen, X. ORCID: https://orcid.org/0000-0001-9267-355X (2023) Topology design for data center networks using deep reinforcement learning. In: 2023 International Conference on Information Networking (ICOIN), 11-14 January 2023, Bangkok, Thailand, pp. 251-256. doi: https://doi.org/10.1109/ICOIN56518.2023.10048955

Sun, Z., Ding, Y., Pei, K. and Yang, S.-H. ORCID: https://orcid.org/0000-0003-0717-5009 (2023) Contradictions of identification of safety and security requirements for industrial cyber-physical systems. IEEE Internet of Things. ISSN 2327-4662 doi: https://doi.org/10.1109/JIOT.2023.3332128

Taylor, R. (2023) Sensitivity analysis of convolutional neural networks: a ranking of hyper-parameter influence and its practical application. PhD thesis, University of Reading. doi: https://doi.org/10.48683/1926.00118663

Vandaele, R. ORCID: https://orcid.org/0000-0002-0693-8011, Dance, S. L. ORCID: https://orcid.org/0000-0003-1690-3338 and Ojha, V. ORCID: https://orcid.org/0000-0002-9256-1192 (2023) Calibrated river-level estimation from river cameras using convolutional neural networks. Environmental Data Science, 2. e11. ISSN 2634-4602 doi: https://doi.org/10.1017/eds.2023.6

Varzandian, A. (2023) Machine learning based biomarkers for neurodegenerative disease classification. PhD thesis, University of Reading. doi: https://doi.org/10.48683/1926.00111984

Zhang, J., Chen, M. and Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 (2023) Monitoring multimode nonlinear dynamic processes: an efficient sparse dynamic approach with continual learning ability. IEEE Transactions on Industrial Informatics, 19 (7). pp. 8029-8038. ISSN 1941-0050 doi: https://doi.org/10.1109/TII.2022.3215971

Zhang, J., Xiao, J., Chen, M. and Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 (2023) Multimodal continual learning for process monitoring: a novel weighted canonical correlation analysis with attention mechanism. IEEE Transactions on Neural Networks and Learning Systems. ISSN 2162-237X doi: https://doi.org/10.1109/TNNLS.2023.3331732

Zhang, J., Zhou, D., Chen, M. and Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 (2023) Continual learning for multimode dynamic process monitoring with applications to an ultra–supercritical thermal power plant. IEEE transactions on Automation Science and Engineering, 20 (1). pp. 137-150. ISSN 1558-3783 doi: https://doi.org/10.1109/TASE.2022.3144288

Zhang, J., Zhou, D., Chen, M. and Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 (2023) Continual learning-based probabilistic slow feature analysis for monitoring multimode nonstationary processes. IEEE Transactions on Automation Science and Engineering. ISSN 1558-3783 doi: https://doi.org/10.1109/TASE.2022.3219125

Zhang, L. ORCID: https://orcid.org/0009-0003-4785-3801, Wang, Q.-G. ORCID: https://orcid.org/0000-0002-3672-3716 and Yang, S.-H. ORCID: https://orcid.org/0000-0003-0717-5009 (2023) Partial and full detection of source terms. IEEE Transactions on Circuits and Systems II: Express Briefs. ISSN 1558-3791 doi: https://doi.org/10.1109/tcsii.2023.3311814

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. (2023) A data distillation enhanced autoencoder for detecting anomalous gas consumption. IEEE Internet of Things. ISSN 2327-4662 doi: https://doi.org/10.1109/JIOT.2023.3296538