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Alexandrov, S., Sen, A. & Stefanski, B. (2021). D-instantons in Type IIA string theory on Calabi-Yau threefolds. Journal of High Energy Physics, 2021(11), article number 18. doi: 10.1007/jhep11(2021)018

Alhamdan, W. & Howe, J. M. ORCID: 0000-0001-8013-6941 (2021). Classification of date fruits in a controlled environment using Convolutional Neural Networks. In: Hassanien, A. E., Chang, K. C. & Mincong, T. (Eds.), AMLTA 2021: Advanced Machine Learning Technologies and Applications. doi: 10.1007/978-3-030-69717-4_16

Alvarado, N., McVey, L., Elshehaly, M. ORCID: 0000-0002-5867-6121 , Greenhalgh, J., Dowding, D., Ruddle, R., Gale, C. P., Mamas, M., Doherty, P., West, R., Feltbower, R. & Randell, R.view all authors (2021). Analysis of a Web-Based Dashboard to Support the Use of National Audit Data in Quality Improvement: Realist Evaluation. Journal of Medical Internet Research, 23(11), article number e28854. doi: 10.2196/28854

Andrienko, G. ORCID: 0000-0002-8574-6295, Andrienko, N. ORCID: 0000-0003-3313-1560, Anzer, G. , Bauer, P., Budziak, G., Fuchs, G., Hecker, D., Weber, H. & Wrobel, S.view all authors (2021). Constructing Spaces and Times for Tactical Analysis in Football. IEEE Transactions on Visualization and Computer Graphics, 27(4), pp. 2280-2297. doi: 10.1109/tvcg.2019.2952129

Avogadro, R., Cremaschi, M., Jimenez-Ruiz, E. ORCID: 0000-0002-9083-4599 & Rula, A.view all authors (2021). A Framework for Quality Assessment of Semantic Annotations of Tabular Data. In: Lecture Notes in Computer Science. International Semantic Web Conference (ISWC), 24-28 Oct 2021, Online. doi: 10.1007/978-3-030-88361-4_31

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Barros Pena, B. ORCID: 0000-0003-4035-1860, Clarke, R. E., Holmquist, L. E. & Vines, J.view all authors (2021). Circumspect users: Older adults as critical adopters and resistors of technology. In: CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. 2021 CHI Conference on Human Factors in Computing Systems, 8-13 May 2021, Yokohama, Japan. doi: 10.1145/3411764.3445128

Barros Pena, B. ORCID: 0000-0003-4035-1860, Kursar, B., Clarke, R. E. , Alpin, K., Holkar, M. & Vines, J.view all authors (2021). Financial technologies in the cycle of poor mental health and financial hardship: Towards financial citizenship. In: CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. 2021 CHI Conference on Human Factors in Computing Systems, 8-13 May 2021, Yokohama, Japan. doi: 10.1145/3411764.3445251

Barros Pena, B. ORCID: 0000-0003-4035-1860, Kursar, B., Clarke, R. E. , Alpin, K., Holkar, M. & Vines, J.view all authors (2021). "Pick Someone Who Can Kick Your Ass" - Moneywork in Financial Third Party Access. Proceedings of the ACM on Human-Computer Interaction, 4(CSCW3), pp. 1-28. doi: 10.1145/3432917

Behn, N. ORCID: 0000-0001-9356-9957, Moss, B., McVicker, S. , Roper, A. ORCID: 0000-0001-6950-6294, Northcott, S. ORCID: 0000-0001-8229-5452, Marshall, J. ORCID: 0000-0002-6589-221X, Thomas, S., Simpson, A. ORCID: 0000-0003-3286-9846, Flood, C., James, K., Goldsmith, K. & Hilari, K. ORCID: 0000-0003-2091-4849view all authors (2021). SUpporting wellbeing through PEeR-Befriending (SUPERB) feasibility trial: fidelity of peer-befriending for people with aphasia. BMJ Open, 11(8), article number e047994. doi: 10.1136/bmjopen-2020-047994

Bishop, P. G. ORCID: 0000-0003-3307-5159, Povyakalo, A. A. ORCID: 0000-0002-4068-422X & Strigini, L. ORCID: 0000-0002-4246-2866 (2021). Bootstrapping confidence in future safety based on past safe operation. .

Bonamy, M., Bonnet, É., Bousquet, N. , Charbit, P., Giannopoulos, P. ORCID: 0000-0002-6261-1961, Kim, E. J., Rzazewski, P., Sikora, F. & Thomasse, S.view all authors (2021). EPTAS and Subexponential Algorithm for Maximum Clique on Disk and Unit Ball Graphs. Journal of the ACM, 68(2), pp. 1-38. doi: 10.1145/3433160

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Caselles-Dupre, H., Garcia-Ortiz, M. ORCID: 0000-0003-4729-7457 & Filliat, D. (2021). S-TRIGGER: Continual State Representation Learning via Self-Triggered Generative Replay. In: Proceedings of the International Joint Conference on Neural Networks. 2021 International Joint Conference on Neural Networks (IJCNN), 18-22 Jul 2021, Virtual. doi: 10.1109/IJCNN52387.2021.9533683

Caselles-Dupré, H., Garcia Ortiz, M. ORCID: 0000-0003-4729-7457 & Filliat, D. (2021). On the Sensory Commutativity of Action Sequences for Embodied Agents. In: AAMAS '21: Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems. 20th International Conference on Autonomous Agents and MultiAgent Systems, 3-7 May 2021, Virtual. doi: 10.5555/3463952.3464129

Caute, A., Cruice, M. ORCID: 0000-0001-7344-2262, Devane, N. ORCID: 0000-0001-8448-1478 , Patel, A., Roper, A. ORCID: 0000-0001-6950-6294, Talbot, R. ORCID: 0000-0001-5007-0785, Wilson, S. ORCID: 0000-0001-6445-654X & Marshall, J. ORCID: 0000-0002-6589-221Xview all authors (2021). Delivering group support for people with aphasia in a virtual world: experiences of service providers. Disability and Rehabilitation, 44(26), pp. 8264-8282. doi: 10.1080/09638288.2021.2011436

Charitou, C (2021). Machine Learning for Money Laundering Risk Detection in Online Gambling. (Unpublished Doctoral thesis, City, University of London)

Chen, J., Hu, P., Jimenez-Ruiz, E. ORCID: 0000-0002-9083-4599 , Holter, O. M., Antonyrajah, D. & Horrocks, I.view all authors (2021). OWL2Vec*: Embedding of OWL Ontologies. Machine Learning, 110(7), pp. 1813-1845. doi: 10.1007/s10994-021-05997-6

Chen, J., Jimenez-Ruiz, E. ORCID: 0000-0002-9083-4599, Horrocks, I. , Antonyrajah, D., Hadian, A. & Lee, J.view all authors (2021). Augmenting Ontology Alignment by Semantic Embedding and Distant Supervision. Lecture Notes in Computer Science, 12731, doi: 10.1007/978-3-030-77385-4_23

Chicharro, D. ORCID: 0000-0002-4038-258X, Panzeri, S. & Haefner, R. M. (2021). Stimulus-dependent relationships between behavioral choice and sensory neural responses. Elife, 10, article number e54858. doi: 10.7554/elife.54858

Chow, B. H. Y. & Reyes Aldasoro, C. C. ORCID: 0000-0002-9466-2018 (2021). Automatic Gemstone Classification Using Computer Vision. Minerals, 12(1), article number 60. doi: 10.3390/min12010060

Confalonieri, R., Coba, L., Wagner, B. & Besold, T. R.view all authors (2021). A historical perspective of explainable Artificial Intelligence. WIREs Data Mining and Knowledge Discovery, 11(1), article number e1391. doi: 10.1002/widm.1391

Confalonieri, R., Weyde, T. ORCID: 0000-0001-8028-9905, Besold, T. R. & Moscoso del Prado Martín, F.view all authors (2021). Using ontologies to enhance human understandability of global post-hoc explanations of black-box models. Artificial Intelligence, 296, article number 103471. doi: 10.1016/j.artint.2021.103471

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Daviaud, L. ORCID: 0000-0002-9220-7118, Jurdzinski, M., Lazic, R. , Mazowiecki, F., Perez, G. A. & Worrell, J.view all authors (2021). When are Emptiness and Containment Decidable for Probabilistic Automata?. Journal of Computer and System Sciences, 119, pp. 78-96. doi: 10.1016/j.jcss.2021.01.006

Denisova, A. ORCID: 0000-0002-1497-5808, Bopp, J. A., Nguyen, T. D. & Mekler, E. D.view all authors (2021). “Whatever the Emotional Experience, It’s Up to Them”: Insights from Designers of Emotionally Impactful Games. In: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. CHI '21: CHI Conference on Human Factors in Computing Systems, May 2021, Yokohama, Japan. doi: 10.1145/3411764.3445286

D’amato, E., Reyes-Aldasoro, C. C. ORCID: 0000-0002-9466-2018, Consiglio, A. , D’amato, G., Faienza, M. F. & Zollino, M.view all authors (2021). Detection of Pitt–Hopkins syndrome based on morphological facial features. Applied Sciences, 11(24), article number 12086. doi: 10.3390/app112412086

d’Avila Garcez, A. & Jimenez-Ruiz, E. ORCID: 0000-0002-9083-4599 (2021). Preface. In: Proceedings of the 15th International Workshop on Neural-Symbolic Learning and Reasoning as part of the 1st International Joint Conference on Learning & Reasoning (IJCLR 2021). 15th International Workshop on Neural-Symbolic Learning and Reasoning, 25-27 Oct 2021, Online.

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Fu, X., Li, S., Wunsch, D. C. & Alonso, E. ORCID: 0000-0002-3306-695Xview all authors (2021). Local Stability and Convergence Analysis of Neural Network Controllers with Error Integral Inputs. IEEE Transactions on Neural Networks and Learning Systems, 34(7), pp. 3751-3763. doi: 10.1109/tnnls.2021.3116189

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Gadala, M., Strigini, L. ORCID: 0000-0002-4246-2866 & Ayton, P. (2021). Improving Human Decisions by Adjusting the Alerting Thresholds for Computer Alerting Tools According to User and Task Characteristics. .

González-Trujillo, R. & Priego, E. ORCID: 0000-0003-4418-369X (2021). Searching for a Common Ancestry: Linguistic and Biological Analogies in Comic Art. The Comics Grid : Journal of Comics Scholarship, 11(1), pp. 1-9. doi: 10.16995/cg.4351

Gooding, P., Terras, M. & Berube, L. ORCID: 0000-0002-1046-8569 (2021). Identifying the Future Direction of Legal Deposit in the United Kingdom: the Digital Libraries Future Approach. Journal of Documentation, 77(5), pp. 1154-1172. doi: 10.1108/jd-09-2020-0159

Grguric, A., Khan, O., Ortega-Gil, A. , Markakis, E. K., Pozdniakov, K., Kloukinas, C. ORCID: 0000-0003-0424-7425, Medrano-Gil, A. M., Gaeta, E., Fico, G. & Koloutsou, K.view all authors (2021). Reference architectures, platforms, and pilots for european smart and healthy living—analysis and comparison. Electronics, 10(14), article number 1616. doi: 10.3390/electronics10141616

Guizzo, E., Weyde, T. ORCID: 0000-0001-8028-9905 & Tarroni, G. ORCID: 0000-0002-0341-6138 (2021). Anti-transfer learning for task invariance in convolutional neural networks for speech processing. Neural Networks, 142, pp. 238-251. doi: 10.1016/j.neunet.2021.05.012

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Hatzivasilis, G., Soultatos, O., Chatziadam, P. , Fysarakis, K., Askoxylakis, I. G., Ioannidis, S., Alexandris, G., Katos, V. & Spanoudakis, G. ORCID: 0000-0002-0037-2600view all authors (2021). WARDOG: Awareness Detection Watchdog for Botnet Infection on the Host Device. IEEE Transactions on Sustainable Computing, 6(1), pp. 4-18. doi: 10.1109/tsusc.2019.2914917

Hatzivasilis, G., Fysarakis, K., Ioannidis, S. , Hatzakis, I., Vardakis, G., Papadakis, N. & Spanoudakis, G. ORCID: 0000-0002-0037-2600view all authors (2021). SPD-safe: Secure administration of railway intelligent transportation systems. Electronics (Switzerland), 10(1), article number 92. doi: 10.3390/electronics10010092

Hatzivasilis, G., Ioannidis, S., Fysarakis, K. , Spanoudakis, G. ORCID: 0000-0002-0037-2600 & Papadakis, N.view all authors (2021). The green blockchains of circular economy. Electronics, 10(16), doi: 10.3390/electronics10162008

Hovorushchenko, T. & Popov, P. T. ORCID: 0000-0002-3434-5272 (2021). Method of developing the defect-free medical software by establishing the presence of residual defects. In: Proceedings of the 4th International Conference on Informatics & Data-Driven Medicine. 4th International Conference on Informatics & Data-Driven Medicine, 19 - 21 Nov 2021, Valencia, Spain.

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Ikram, K., Mondragon, E. ORCID: 0000-0003-4180-1261, Alonso, E. ORCID: 0000-0002-3306-695X & Garcia-Ortiz, M.view all authors (2021). HexaJungle: a MARL Simulator to Study the Emergence of Language. Paper presented at the Conference on Computer Vision and Pattern Recognition (CVPR 2021), Embodied AI Workshop, 20-25 Jun 2021, Nashville, Tennessee.

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Jankovics, V., Garcia-Ortiz, M. & Alonso, E. ORCID: 0000-0002-3306-695X (2021). HetSAGE: Heterogenous Graph Neural Network for Relational Learning. In: AAAI-21 Student Papers and Demonstrations. Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21), 2-9 February 2021, virtual conference.

Jimenez-Ruiz, E. ORCID: 0000-0002-9083-4599 (2021). LogMap Family Participation in the OAEI 2021. In: CEUR Workshop Proceedings. 16th International Workshop on Ontology Matching (OM 2021), 25 Oct 2021, Virtual.

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Knowles, B., Hanson, V., Rogers, Y. , Piper, A. M., Waycott, J., Davies, N., Ambe, A., Brewer, R. N., Chattopadhyay, D., Deepak-Gopinath, M., Gutierrez-Lopez, M., Jelen, B., Lazar, A., Nielek, R., Pena, B. B., Roper, A. ORCID: 0000-0001-6950-6294, Schlager, M., Schulte, B. & Yuan, Y.view all authors (2021). The Harm in Conflating Aging with Accessibility. Communications of the ACM, 64(7), pp. 66-71. doi: 10.1145/3431280

Krol, M. ORCID: 0000-0002-3437-8621, Ascigil, O., Rene, S. , Sonnino, A., Al-Bassam, M. & Rivière, E.view all authors (2021). Shard scheduler: object placement and migration in sharded account-based blockchains. In: AFT '21: Proceedings of the 3rd ACM Conference on Advances in Financial Technologies. AFT '21: 3rd ACM Conference on Advances in Financial Technologies, 26-28 Sep 2021, Arlington Virginia, USA. doi: 10.1145/3479722.3480989

Krol, M. ORCID: 0000-0002-3437-8621, Sonnino, A., Al-Bassam, M. , Tasiopoulos, A. G., Riviere, E. & Psaras, I.view all authors (2021). Proof-of-Prestige: A Useful Work Reward System for Unverifiable Tasks. ACM Transactions on Internet Technology (TOIT), 21(2), pp. 1-27. doi: 10.1145/3419483

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Leigh, A., Makri, S. ORCID: 0000-0002-5817-4893, Taylor, A. , Mulinder, A. & Hamdi, S.view all authors (2021). From Information to Knowledge Creation in the Archive: Observing Humanities Researchers' Information Activities. In: Proceedings of the Association for Information Science and Technology. 84th Annual Meeting of the Association for Information Science and Technology, 30 Oct - 02 Nov 2021, Salt Lake City, Utah, USA.

Leigh, A., Makri, S. ORCID: 0000-0002-5817-4893, Taylor, A. , Mulinder, A., Hamdi, S. & Ranade, S.view all authors (2021). Preserving for People: Observing Humanities Scholars’ Research Practices in a Hybrid Archive Environment. Paper presented at the iPRES 2021 the 17th International Conference on Digital Preservation, 19-22 Oct 2021, Beijing, China.

López, J. A. D. & Madhyastha, P. ORCID: 0000-0002-4438-8161 (2021). A focused analysis of twitter-based disinformation from foreign influence operations. In: Proceedings of the 1st International Workshop on Knowledge Graphs for Online Discourse Αnalysis (KnOD 2021) co-located with the 30th The Web Conference (WWW 2021). KnOD’21 Workshop, 14 Apr 2021, Virtual event.

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Madabhushi, A. & Reyes-Aldasoro, C. C. ORCID: 0000-0002-9466-2018 (2021). Special Issue on Computational Pathology: An Overview. Medical Image Analysis, 73, article number 102151. doi: 10.1016/j.media.2021.102151

Marimont, S. N. & Tarroni, G. ORCID: 0000-0002-0341-6138 (2021). Anomaly detection through latent space restoration using vector-quantized variational autoencoders. In: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI). IEEE ISBI 2021, 13-16 Apr 2021 doi: 10.1109/ISBI48211.2021.9433778

Marimont, S. N. & Tarroni, G. ORCID: 0000-0002-0341-6138 (2021). Implicit field learning for unsupervised anomaly detection in medical images. In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2021. MICCAI 2021, 27 Sep-1 Oct 2021, Strasbourg, France. doi: 10.1007/978-3-030-87196-3_18

Marques, P., Rhode, M. & Gashi, I. ORCID: 0000-0002-8017-3184 (2021). Waste not: using diverse neural networks from hyperparameter search for improved malware detection. Computers & Security, 108, article number 102339. doi: 10.1016/j.cose.2021.102339

McVey, L., Alvarado, N., Greenhalgh, J. , Elshehaly, M. ORCID: 0000-0002-5867-6121, Gale, C. P., Lake, J., Ruddle, R. A., Dowding, D., Mamas, M., Feltbower, R. & Randell, R.view all authors (2021). Hidden labour: the skilful work of clinical audit data collection and its implications for secondary use of data via integrated health IT. BMC Health Services Research, 21(1), article number 702. doi: 10.1186/s12913-021-06657-0

Mereani, F. A. (2021). Investigating the detection of stored scripting attacks using machine learning. (Unpublished Doctoral thesis, City, University of London)

Morrison, C., Cutrell, E., Grayson, M. , Thieme, A., Taylor, A. ORCID: 0000-0001-6311-3967, Roumen, G., Longden, C., Tschiatschek, S., Marques, R. F. & Sellen, A.view all authors (2021). Social sensemaking with AI: Designing an open-ended AI experience with a blind child. In: CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. 2021 CHI Conference on Human Factors in Computing Systems, 8-13 May 2021, Online. doi: 10.1145/3411764.3445290

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Najibi, F. (2021). Enhanced power system operation with coordination and forecasting techniques. (Unpublished Doctoral thesis, City, University of London)

Najibi, F. ORCID: 0000-0002-2866-623X, Apostolopoulou, D. ORCID: 0000-0002-9012-9910 & Alonso, E. ORCID: 0000-0002-3306-695X (2021). Clustering Sensitivity Analysis for Gaussian Process Regression Based Solar Output Forecast. In: 2021 IEEE Madrid PowerTech. IEEE PowerTech Conference, 28 Jun - 2 Jul 2021, Madrid, Spain. doi: 10.1109/PowerTech46648.2021.9495007

Najibi, F. ORCID: 0000-0002-2866-623X, Apostolopoulou, D. ORCID: 0000-0002-9012-9910 & Alonso, E. ORCID: 0000-0002-3306-695X (2021). Enhanced Performance Gaussian Process Regression for Probabilistic Short-term Solar Output Forecast. International Journal of Electrical Power and Energy Systems, 130(106916), article number 106916. doi: 10.1016/j.ijepes.2021.106916

Najibi, F. ORCID: 0000-0002-2866-623X, Apostolopoulou, D. ORCID: 0000-0002-9012-9910 & Alonso, E. ORCID: 0000-0002-3306-695X (2021). Gaussian Process Regression for Probabilistic Short-term Solar Output Forecast. International Journal of Electrical Power and Energy Systems, 130, article number 106916. doi: 10.1016/j.ijepes.2021.106916

Najibi, F. ORCID: 0000-0002-2866-623X, Apostolopoulou, D. ORCID: 0000-0002-9012-9910 & Alonso, E. ORCID: 0000-0002-3306-695X (2021). TSO-DSO Coordination Schemes to Facilitate Distributed Resources Integration. Sustainability, 13(14), article number 7832. doi: 10.3390/su13147832

Nanni, M., Andrienko, G. ORCID: 0000-0002-8574-6295, Barabási, A-L. , Boldrini, C., Bonchi, F., Cattuto, C., Chiaromonte, F., Comandé, G., Conti, M., Coté, M., Dignum, F., Dignum, V., Domingo-Ferrer, J., Ferragina, P., Giannotti, F., Guidotti, R., Helbing, D., Kaski, K., Kertesz, J., Lehmann, S., Lepri, B., Lukowicz, P., Matwin, S., Jiménez, D. M., Monreale, A., Morik, K., Oliver, N., Passarella, A., Passerini, A., Pedreschi, D., Pentland, A., Pianesi, F., Pratesi, F., Rinzivillo, S., Ruggieri, S., Siebes, A., Torra, V., Trasarti, R., van den Hoven, J. & Vespignani, A.view all authors (2021). Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. Ethics and Information Technology, 23(S1), pp. 1-6. doi: 10.1007/s10676-020-09572-w

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O’Sullivan, D., Basaru, R., Stumpf, S. ORCID: 0000-0001-6482-1973 & Maiden, N. ORCID: 0000-0001-6233-8320view all authors (2021). Monitoring Quality of Life Indicators at Home from Sparse, and Low-Cost Sensor Data. In: Artificial Intelligence in Medicine. International Conference on Artificial Intelligence in Medicine, 15-18 Jun 2021, Virtual Event. doi: 10.1007/978-3-030-77211-6_17

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Papoutsakis, M., Fysarakis, K., Spanoudakis, G. ORCID: 0000-0002-0037-2600 , Ioannidis, S. & Koloutsou, K.view all authors (2021). Towards a Collection of Security and Privacy Patterns. Applied Sciences, 11(4), article number 1396. doi: 10.3390/app11041396

Parisaca Vargas, Abigail (2021). An ontology-based analysis method for assessing and improving the quality of hazard analysis results. (Unpublished Doctoral thesis, City, University of London)

Popov, P. T. ORCID: 0000-0002-3434-5272 (2021). Conservative reliability assessment of a 2-channel software system when one of the channels is probably perfect. Reliability Engineering and System Safety, 216, article number 108008. doi: 10.1016/j.ress.2021.108008

Pour, M., Algergawy, A., Amardeilh, F. , Amini, R., Fallatah, O., Faria, D., Fundulaki, I., Harrow, I., Hertling, S., Hitzler, P., Huschka, M., Ibanescu, L., Jimenez-Ruiz, E. ORCID: 0000-0002-9083-4599, Karam, N., Laadhar, A., Lambrix, P., Li, H., Li, Y., Michel, F., Nasr, E., Paulheim, H., Pesquita, C., Portisch, J., Roussey, C., Saveta, T., Shvaiko, P., Splendiani, A., Trojahn, C., Vataščinová, J., Yaman, B., Zamazal, O. & Zhou, L.view all authors (2021). Results of the Ontology Alignment Evaluation Initiative 2021. In: CEUR Workshop Proceedings 2021. 16th International Workshop on Ontology Matching, 25 Oct 2021, Virtual.

Priego, E. ORCID: 0000-0003-4418-369X, D'Arcy, J., Sohini, K. & Wilkins, P.view all authors (2021). Of Time, Renewal, and Scholarship: Volume 11 (2021) Wrapped. The Comics Grid: Journal of Comics Scholarship, 11(1), pp. 1-16. doi: 10.16995/cg.8353

Procopiou, A. (2021). ForChaosLR: A Lightweight Multi-Layer IDS to detect application layer DDoS attacks in the smart home-smart grid network. (Unpublished Doctoral thesis, City, University of London)

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Ramezani-Kebrya, A., Faghri, F., Markov, I. , Aksenov, V. ORCID: 0000-0001-9134-5490, Alistarh, D. & Roy, D. M.view all authors (2021). Nuqsgd: Provably communication-efficient data-parallel sgd via nonuniform quantization. Journal of Machine Learning Research, 22, article number 114.

Ritchie, A., Chen, J., Castro, L. J. , Rebholz-Schuhmann, D. & Jimenez-Ruiz, E. ORCID: 0000-0002-9083-4599view all authors (2021). Ontology Clustering with OWL2Vec*. In: CEUR Workshop Proceedings. Deep Learning meets Ontologies and Natural Language Processing (DeepOntoNLP2021), 6-10 Jun 2021, Online.

Rozada, S., Apostolopoulou, D. & Alonso, E. ORCID: 0000-0002-3306-695X (2021). Deep Multi-Agent Reinforcement Learning for Cost Efficient Distributed LoadFrequency Control. IET Energy Systems Integration, 3(3), pp. 327-343. doi: 10.1049/esi2.12030

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Salako, K. ORCID: 0000-0003-0394-7833, Strigini, L. ORCID: 0000-0002-4246-2866 & Zhao, X. (2021). Conservative Confidence Bounds in Safety, from Generalised Claims of Improvement & Statistical Evidence. In: 2021 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN). The 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 21-24 Jun 2021, Taipei, Taiwan. doi: 10.1109/DSN48987.2021.00055

Serramia, M. ORCID: 0000-0003-0993-024X, Lopez-Sanchez, M., Moretti, S. & Rodriguez-Aguilar, J. A.view all authors (2021). On the dominant set selection problem and its application to value alignment. Autonomous Agents and Multi-Agent Systems, 35(2), article number 42. doi: 10.1007/s10458-021-09519-5

Shvaiko, P., Euzenat, J., Jimenez-Ruiz, E. ORCID: 0000-0002-9083-4599 , Hassanzadeh, O. & Trojahn, C.view all authors (2021). Ontology Matching OM-2021 : Proceedings of the ISWC Workshop. In: CEUR Workshop Proceedings. 16th International Workshop on Ontology Matching, 25 Oct 2021, Online.

Smyrlis, M., Somarakis, I., Spanoudakis, G. ORCID: 0000-0002-0037-2600 , Hatzivasilis, G. & Ioannidis, S.view all authors (2021). Cyra: A model-driven cyber range assurance platform. Applied Sciences, 11(11), article number 5165. doi: 10.3390/app11115165

Specia, L., Wang, J., Lee, S. J. , Ostapenko, A. & Madhyastha, P. ORCID: 0000-0002-4438-8161view all authors (2021). Read, spot and translate. Machine Translation, 35(2), pp. 145-165. doi: 10.1007/s10590-021-09259-z

Sredojev, S. M. & Stumpf, S. ORCID: 0000-0001-6482-1973 (2021). Voice Assistant Personalities for Health Information Seeking. In: CEUR Workshop Proceedings. ACM IUI 2021 Workshops, 13-17 Apr 2021, Online.

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