Al-Khafajiy, M. ORCID: https://orcid.org/0000-0001-6561-0414, Otoum, S., Baker, T., Asim, M., Maamar, Z., Aloqaily, M., Taylor, M. and Randles, M. (2021) Intelligent control and security of fog resources in healthcare systems via a cognitive fog model. ACM Transactions on Internet Technology, 21 (3). pp. 1-23. ISSN 1533-5399 doi: https://doi.org/10.1145/3382770

Almutairi, M., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 and Bramer, M. (2021) ReG-Rules: an explainable rule-based ensemble learner for classification. IEEE Access, 9. pp. 52015-52035. ISSN 2169-3536 doi: https://doi.org/10.1109/ACCESS.2021.3062763

Alzubi, S., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 and Gaber, M. M. (2021) Towards intrusion detection of previously unknown network attacks. Communications of the ECMS, 35 (1). pp. 35-41. ISSN 2522-2414 doi: https://doi.org/10.7148/2021-0035

Chen, L., Boyle, J. ORCID: https://orcid.org/0000-0002-5785-8046, Danelakis, A., Ferryman, J., Ferstl, S., Gicic, D., Grudzień, A., Howe, A., Marcin, K., Mierzejewski, K. and Theoharis, T. (2021) D4FLY multimodal biometric database: multimodal fusion evaluation envisaging on-the-move biometric-based border control. In: 2021 17th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 16-19 NOV 2021, Virtual. doi: https://doi.org/10.1109/AVSS52988.2021.9663737

Di Fatta, G., Sheng, V. and Cuzzocrea, A. (2021) The IEEE ICDM 2020 Workshops. In: 2020 International Conference on Data Mining Workshops (ICDMW), 17-20 November 2020, Sorrento, pp. 26-29. doi: https://doi.org/10.1109/ICDMW51313.2020.00009 (IEEE International Conference on Data Mining Workshops (ICDM Workshops))

Espuny Pujol, F. ORCID: https://orcid.org/0000-0001-9085-7400, Hancock, R. and Morciano, M. (2021) Trends in survival of older care home residents in England: a 10-year multi-cohort study. Social Science & Medicine, 282. 113883. ISSN 1873-5347 doi: https://doi.org/10.1016/j.socscimed.2021.113883

Espuny Pujol, F. ORCID: https://orcid.org/0000-0001-9085-7400, Hancock, R., Hviid, M., Morciano, M. and Pudney, S. (2021) Market concentration, supply, quality and prices paid by local authorities in the English care home market. Health Economics, 30 (8). pp. 1886-1909. ISSN 1099-1050 doi: https://doi.org/10.1002/hec.4286

Feng, Y. and Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 (2021) Parameter tracking of time-varying Hammerstein-Wiener Systems. International Journal of Systems Science, 52 (16). pp. 3478-3492. ISSN 0020-7721 doi: https://doi.org/10.1080/00207721.2021.1931546

Haworth, G. ORCID: https://orcid.org/0000-0001-9896-1448 and Hernandez, N. (2021) The 19th Top Chess Engine Championship, TCEC19. ICGA Journal, 42 (4). pp. 295-305. ISSN 1389-6911 doi: https://doi.org/10.3233/ICG-200172

Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 and Gao, J. (2021) Estimating the square root of probability density function on Riemannian manifold. Expert Systems: International Journal of Knowledge Engineering, 38 (7). e12266. ISSN 1468-0394 doi: https://doi.org/10.1111/exsy.12266

Ihmeida, M. and Wei, H. ORCID: https://orcid.org/0000-0002-9664-5748 (2021) Image registration techniques and applications: comparative study on remote sensing imagery. In: 14th International Conference on Developments in eSystems Engineering (DeSE), 7-10 DEC 2021, Sharjah, United Arab Emirates, pp. 142-148. doi: https://doi.org/10.1109/DeSE54285.2021.9719538

Jaikumar, P., Vandaele, R. and Ojha, V. ORCID: https://orcid.org/0000-0002-9256-1192 (2021) Transfer learning for instance segmentation of waste bottles using Mask R-CNN algorithm. In: International Conference on Intelligent Systems Design and Applications, 12-15 December 2020, online, pp. 140-149. doi: https://doi.org/10.1007/978-3-030-71187-0_13 (Intelligent Systems Design and Applications. ISDA 2020. Advances in Intelligent Systems and Computing, vol 1351.)

Lester, M. M. ORCID: https://orcid.org/0000-0002-2323-1771 (2021) Scheduling reach mahjong tournaments using pseudoboolean constraints. In: Theory and Applications of Satisfiability Testing – SAT 2021, 5-9 July 2021, Barcelona, Spain. doi: https://doi.org/10.1007/978-3-030-80223-3

Li, X., Liang, H. and Liu, Z. (2021) Health claims unpacked: a toolkit to enhance the communication of health claims for food. In: The Conference on Information and Knowledge Management (CIKM), 1-5 NOV 2021, Gold Coast, Queensland, Australia, pp. 4744-4748. doi: https://doi.org/10.1145/3459637.3481984 (CIKM '21: Proceedings of the 30th ACM International Conference on Information & Knowledge Management)

Liu, Z., Haines, C. and Liang, H. (2021) UoR at SemEval-2021 task 7: utilizing pre-trained DistilBert model and multi-scale CNN for humor detection. In: SemEval-2021, 5-6 August 2021, Bangkok.

Liyanagunawardena, T. and Williams, S. A. (2021) Emergency remote education: experience from Sri Lanka during Covid-19. Asian Journal of Distance Education, 16 (1). pp. 207-229. ISSN 1347-9008

Lukats, D., Berghöfer, E., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203, Schneider, J., Pieck, D., Idrees, M., Nolle, L. and Zielinski, O. (2021) Towards Concept Change Detection in Marine Ecosystems. In: OCEANS Conference & Exposition, 20-23 SEPT 2021, San Diego - Porto.

Maamar, Z. and Al-Khafajiy, M. ORCID: https://orcid.org/0000-0001-6561-0414 (2021) Cloud-edge coupling to mitigate execution failures. In: The 36th ACM/SIGAPP Symposium on Applied Computing, March, 2021, Virtual Event, Republic of Korea, pp. 711-718. doi: https://doi.org/10.1145/3412841.3442334

Maamar, Z., Al-Khafajiy, M. ORCID: https://orcid.org/0000-0001-6561-0414 and Dohan, M. (2021) An IoT application business-model on top of cloud and fog nodes. In: Barolli, L., Woungang, I. and Enokido, T. (eds.) Advanced Information Networking and Applications: Proceedings of the 35th International Conference of Advanced Information Networking and Applications. Lecture notes in Networks and Systems, 226. Springer, Cham, Switzerland, pp. 174-186. ISBN 9783030750749 doi: https://doi.org/10.1007/978-3-030-75075-6_14

Markchom, T. and Liang, H. (2021) Augmenting visual information in knowledge graphs for recommendations. In: ACM International Conference on Intelligent User Interfaces, 13-17 April 2021, Texas. doi: https://doi.org/10.1145/3397481.3450686

Markchom, T. and Liang, H. (2021) UoR at SemEval-2021 task 4: using pre-trained BERT Token embeddings for question answering of abstract meaning. In: SemEval-2021, 5-6 August 2021, Bangkok.

Osei-Brefo, E., Markchom, T. and Liang, H. (2021) UoR at SemEval-2021 task 12: on crowd annotations: learning with disagreements to optimise crowd truth. In: SemEval-2021, 5-6 August 2021, Bangkok.

Patino, L. ORCID: https://orcid.org/0000-0002-6716-0629, Boyle, J. ORCID: https://orcid.org/0000-0002-5785-8046, Ferryman, J., Auer, J., Pegoraro, J., Pflugfelder, R., Cokbas, M., Konrad, J., Ishwar, P., Slavic, G., Marcenaro, L., Jiang, Y., Jin, Y., Ko, H., Zhao, G., Ben-Yosef, G. and Qiu, J. (2021) PETS2021: through-foliage detection and tracking challenge and evaluation. In: 2021 17th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 16-19 NOV 2021, Virtual. doi: https://doi.org/10.1109/AVSS52988.2021.9663837

Patino, L. ORCID: https://orcid.org/0000-0002-6716-0629, Cane, T. and Ferryman, J. (2021) A comprehensive maritime benchmark dataset for detection, tracking and threat recognition. In: 17th IEEE Int'l Conf on Advanced Video and Signal-based Surveillance (AVSS 2021), 16-19 NOV 2021, Virtual. doi: https://doi.org/10.1109/AVSS52988.2021.9663739

Pravin, C., Martino, I., Nicosia, G. and Ojha, V. ORCID: https://orcid.org/0000-0002-9256-1192 (2021) Adversarial robustness in deep learning: attacks on fragile neurons. In: 30th International Conference on Artificial Neural Networks, September 14-17, 2021, Bratislava, Slovakia (Online), pp. 16-28. doi: https://doi.org/10.1007/978-3-030-86362-3_2

Shergill, J. S., Pravin, C. and Ojha, V. ORCID: https://orcid.org/0000-0002-9256-1192 (2021) Accent and gender recognition from English language speech and audio using signal processing and deep learning. In: International Conference on Hybrid Intelligent Systems, 14-16 Dec 2020, pp. 62-72. doi: https://doi.org/10.1007/978-3-030-73050-5_7

Shi, D., Gao, J., Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298, Choy, S. T. B. and Wang, Z. (2021) Coupling matrix manifolds assisted optimization for optimal transport problems. Machine Learning, 110. pp. 533-558. ISSN 1573-0565 doi: https://doi.org/10.1007/s10994-020-05931-2

Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203, Ferdinand, O., Nolle, L., Pehlken, A. and Zielinski, O. (2021) AI enabled bio waste contamination-scanner. In: AI-2021 Forty-first SGAI International Conference on Artificial Intelligence, 14-16 DEC 2021, Cambridge, England, pp. 357-363. doi: https://doi.org/10.1007/978-3-030-91100-3_28

Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203, Le, T., Badii, A. and Gaber, M. M. (2021) A frequent pattern conjunction Heuristic for rule generation in data streams. Information, 12 (1). 24. ISSN 2078-2489 doi: https://doi.org/10.3390/info12010024

Stojanović, B., Božić, J. ORCID: https://orcid.org/0000-0001-6086-8846, Hofer-Schmitz, K. ORCID: https://orcid.org/0000-0001-9995-7539, Nahrgang, K., Weber, A., Badii, A., Sundaram, M., Jordan, E. and Runevic, J. (2021) Follow the trail: machine learning for fraud detection in Fintech applications. Sensors, 21 (5). e1594. ISSN 1424-8220 doi: https://doi.org/10.3390/s21051594

Taylor, J. A., Crowe, S., Espuny Pujol, F. ORCID: https://orcid.org/0000-0001-9085-7400, Franklin, R. C., Feltbower, R. G., Norman, L. J., Doidge, J., William Gould, D. and Pagel, C. (2021) The road to hell is paved with good intentions: the experience of applying for national data for linkage and suggestions for improvement. BMJ Open, 11 (8). e047575. ISSN 2044-6055 doi: https://doi.org/10.1136/bmjopen-2020-047575

Taylor, R., Ojha, V. ORCID: https://orcid.org/0000-0002-9256-1192, Martino, I. and Nicosia, G. (2021) Sensitivity analysis for deep learning: ranking hyper-parameter influence. In: 33rd IEEE International Conference on Tools with Artificial Intelligence (ICTAI2021), 1-3 NOV 2021, Online. doi: https://doi.org/10.1109/ICTAI52525.2021.00083

Vandaele, R., Dance, S. ORCID: https://orcid.org/0000-0003-1690-3338 and Ojha, V. ORCID: https://orcid.org/0000-0002-9256-1192 (2021) Automated water segmentation and river level detection on camera images using transfer learning. In: 42nd German Conference on Pattern Recognition (DAGM GCPR 2020), 28 Sep - 1 Oct 2020, pp. 232-245. doi: https://doi.org/10.1007/978-3-030-71278-5

Vandaele, R., Dance, S. L. ORCID: https://orcid.org/0000-0003-1690-3338 and Ojha, V. ORCID: https://orcid.org/0000-0002-9256-1192 (2021) Deep learning for automated river-level monitoring through river camera images: an approach based on water segmentation and transfer learning. Hydrology and Earth System Sciences, 25 (8). pp. 4435-4453. ISSN 1027-5606 doi: https://doi.org/10.5194/hess-25-4435-2021

Varzandian, A., Razo, M. A. S., Sanders, M. R., Atmakuru, A. and Di Fatta, G. (2021) Classification-biased apparent brain age for the prediction of Alzheimer's disease. Frontiers in Neuroscience, 15. 673120. ISSN 1662-453X doi: https://doi.org/10.3389/fnins.2021.673120

Ward, B., Pravin, C., Chetcuti, A., Hayashi, Y. and Ojha, V. ORCID: https://orcid.org/0000-0002-9256-1192 (2021) Classification of musical preference in generation Z through EEG signal processing and machine learning. In: International Conference on Intelligent Systems Design and Applications, 12-15 December 2020, https://link.springer.com/conference/isda, pp. 117-127. doi: https://doi.org/10.1007/978-3-030-71187-0_11

Zhang, J., Chen, M. and Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 (2021) Nonlinear process monitoring using a mixture of probabilistic PCA with clusterings. Neurocomputing, 458. pp. 319-326. ISSN 0925-2312 doi: https://doi.org/10.1016/j.neucom.2021.06.039

Zhang, W., Xu, M., Evans, K., Norman, M., Morales-Hernandez, M., Mahajan, S., Hill, A., Manners, J., Shipway, B. and Maynard, C. (2021) Progress towards accelerating the unified model on hybrid multi-core systems. In: PASC '21: Platform for Advanced Scientific Computing ConferencE, 5 - 9 July 2021, Geneva, Switzerland. doi: https://doi.org/10.1145/3468267.3470612