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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

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

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

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

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

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

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

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

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

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

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

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, 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

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

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

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

Naval Marimont, S. & Tarroni, G. (2021). Implicit Field Learning for Unsupervised Anomaly Detection in Medical Images. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12902, pp. 189-198. doi: 10.1007/978-3-030-87196-3_18

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

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

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

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.

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

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

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

Ter-Sarkisov, A. ORCID: 0000-0002-1300-6132 (2021). Detection and Segmentation of Lesion Areas in Chest CT Scans For The Prediction of COVID-19. Science in Information and Technology Letters, 1(2), pp. 92-99. doi: 10.31763/sitech.v1i2.202

Ter-Sarkisov, A. ORCID: 0000-0002-1300-6132 (2021). Lightweight Model for the Prediction of COVID-19 Through the Detection and Segmentation of Lesions in Chest CT Scans. International Journal of Automation, Artificial Intelligence and Machine Learning, 2(1), pp. 1-15.

Tominski, C., Andrienko, G. ORCID: 0000-0002-8574-6295, Andrienko, N. ORCID: 0000-0003-3313-1560 , Bleisch, S., Fabrikant, S. I., Mayr, E., Miksch, S., Pohl, M. & Skupin, A.view all authors (2021). Toward flexible visual analytics augmented through smooth display transitions. Visual Informatics, 5(3), pp. 28-38. doi: 10.1016/j.visinf.2021.06.004

Zhang, Z., Krol, M. ORCID: 0000-0002-3437-8621, Sonnino, A. , Zhang, L. & Rivière, E.view all authors (2021). EL PASSO: Efficient and Lightweight Privacy-preserving Single Sign On. Proceedings on Privacy Enhancing Technologies, 2021(2), pp. 70-87. doi: 10.2478/popets-2021-0018

Conference or Workshop Item

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

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

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

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

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

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.

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.

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.

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

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.

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

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

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

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

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.

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.

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

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.

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.

Stromfelt, H., Dickens, L., d'Avila Garcez, A. S. & Russo, A.view all authors (2021). Coherent and Consistent Relational Transfer Learning with Auto-encoders. In: Proceedings of the 15th International Workshop on Neural-Symbolic Learning and Reasoning (NeSy 2021). 15th International Workshop on Neural-Symbolic Learning and Reasoning, 25-27 Oct 2021, Virtual event.

Stumpf, S. ORCID: 0000-0001-6482-1973, Strappelli, L., Ahmed, S. , Nakao, Y., Naseer, A., Gamba, G. D. & Regoli, D.view all authors (2021). Design Methods for Artificial Intelligence Fairness and Transparency. In: CEUR Workshop Proceedings. ACM IUI 2021 Workshops, 13-17 Apr 2021, Online.

Theodorou, L., Massiceti, D., Zintgraf, L. , Stumpf, S. ORCID: 0000-0001-6482-1973, Morrison, C., Cutrell, E., Harris, M. T. & Hofmann, K.view all authors (2021). Disability-first Dataset Creation: Lessons from Constructing a Dataset for Teachable Object Recognition with Blind and Low Vision Data Collectors. In: The 23rd International ACM SIGACCESS Conference on Computers and Accessibility. ASSETS '21: The 23rd International ACM SIGACCESS Conference on Computers and Accessibility, 18-22 Oct 2021, Online. doi: 10.1145/3441852.3471225

Tzelepis, C. ORCID: 0000-0002-2036-9089, Tzimiropoulos, G. & Patras, I. (2021). WarpedGANSpace: Finding non-linear RBF paths in GAN latent space. In: Proceedings of the IEEE International Conference on Computer Vision. 2021 IEEE/CVF International Conference on Computer Vision (ICCV), 10-17 Oct 2021, Montreal, QC, Canada. doi: 10.1109/ICCV48922.2021.00633

Wagner, B. & d'Avila Garcez, A. S. ORCID: 0000-0001-7375-9518 (2021). Neural-symbolic integration for fairness in AI. In: CEUR Workshop Proceedings. AAAI 2021 Spring Symposium on Combining Machine Learning and Knowledge Engineering (AAAI-MAKE 2021), 22-24 Mar 2021, California, USA.

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.

Monograph

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. .

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. .

Strigini, L. ORCID: 0000-0002-4246-2866 & Huang, F. (2021). HEDP: A Method for Early Forecasting Software Defects based on Human Error Mechanisms. .

Thesis

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

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

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

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)

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)

Tanghetti, G. (2021). Stability of Working Platforms for Tracked Plant. (Unpublished Doctoral thesis, City, University of London)

Working Paper

Ter-Sarkisov, A. ORCID: 0000-0002-1300-6132 (2021). Single-Shot Lightweight Model For The Detection of Lesions And The Prediction of COVID-19 From Chest CT Scans. .