Number of items: 41.
Article
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
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. 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
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
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
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
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)
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
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
This list was generated on Wed Dec 25 08:17:52 2024 UTC.