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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. 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

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. 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)

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

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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

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

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

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Book or Report Section

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

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

Conference or Workshop Item

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

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

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.)

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)

Moin, A., Badii, A. and Challenger, M. (2023) Model-driven Quantum Federated Learning (QFL). In: '23 Companion: Companion Proceedings of the 7th International Conference on the Art, Science, and Engineering of Programming, 13-17 Mar 2023, Tokyo, Japan, pp. 111-113. doi: https://doi.org/10.1145/3594671.3594690

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

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)

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

Book

Bozic, J. and Badii, A., eds. (2023) Cybersecurity trends in Internet of Things (IoT). Applied Sciences. MDPI. (Special issue)

Thesis

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

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

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