Number of items: 34.
A
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
D
Dai, Z., He, L., Yang, S.-H. 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
F
Feng, Z., Zhu, F., Wang, H., Hao, J., Yang, S.-H., 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)
G
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. 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
H
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.
(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.
(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., Gao, J., Wei, H., 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
I
Ihmeida, M. and Shahzad, M.
(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.
(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
K
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)
L
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.
(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.
(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.
(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
M
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.
(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
O
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.
(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)
P
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
S
Sun, Z., Ding, Y., Pei, K. and Yang, S.-H.
(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
V
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
Z
Zhang, J., Chen, M. and Hong, X.
(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.
(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.
(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.
(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.
(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., 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
This list was generated on Sat May 4 14:48:43 2024 UTC.