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Research Outputs

  1. 2023
  2. Neural Weight Search for Scalable Task Incremental Learning

    Jiang, J. & Celiktutan, O., 2023, (Accepted/In press) IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) . IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  3. 2022
  4. Leveraging time-dependent lexical features for offensive language detection

    McGillivray, B., Alahapperuma, M., Cook, J., Di Bonaventura, C., Merono Penuela, A., Tyson, G. & Wilson, S., 7 Dec 2022, Proceedings of the 1st Workshop of Ever Evolving NLP, EMNLP 2022.

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  5. Kaspar Causally Explains

    Da Silva Araujo, H., Holthuis, P., Sarda Gou, M., Lakatos, G., Galizia, G., Mousavi, M., Wood, L., Robins, B. & Amirabdollahian, F., Dec 2022, Proceedings of the 14th International Conference on Social Robotics: ICSR 2022. Springer, 14 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  6. CobNet: cross attention on object and background for few-shot segmentation

    Guan, H. & Spratling, M., 29 Nov 2022, International Conference on Pattern Recognition.

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  7. A New Time-sensitive Model of Linguistic Knowledge for Graph Databases

    Basile, P., Cassotti, P., Ferilli, S. & McGillivray, B., 28 Nov 2022, Proceedings of the 1st Workshop on Artificial Intelligence for Cultural Heritage co-located with the 21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022). CEUR Workshop Proceedings, p. 69 80 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  8. Formally Verified Solution Methods for Markov Decision Processes

    Mansour, M. A. & Schäffeler, M., 23 Nov 2022, (Accepted/In press) 37th AAAI Conference on Artificial Intelligence.

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  9. Machines in the media: semantic change in the lexicon of mechanization in 19th-century British newspapers

    Pedrazzini, N. & McGillivray, B., 22 Nov 2022, Proceedings of the 2nd International Workshop on Natural Language Processing for Digital Humanities. Association for Computational Linguistics, p. 85 95 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  10. Formally verified SAT-Based AI planning

    Mansour, M. A. & Kurz, F., 21 Nov 2022, (Accepted/In press) 37th AAAI Conference on Artificial Intelligence (AAAI).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  11. Ignorance is Bliss? The Effect of Explanations on Perceptions of Voice Assistants

    Seymour, W. & Such, J., 21 Nov 2022, (Accepted/In press) Proceedings of the ACM on Human-Computer Interaction.

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  12. Position: “Real Attackers Don’t Compute Gradients”: Bridging the Gap Between Adversarial ML Research and Practice

    Apruzzese, G., Anderson, H., Dambra, S., Freeman, D., Pierazzi, F. & Roundy, K., 15 Nov 2022, (Accepted/In press) IEEE Conference on Secure and Trustworthy Machine Learning. IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  13. MAAT: A Novel Ensemble Approach to Addressing Fairness and Performance Bugs for Machine Learning Software

    Chen, Z., Zhang, J., Sarro, F. & Harman, M., 14 Nov 2022, The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) .

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  14. Collaborative Filtering to Capture AI User’s Preferences as Norms

    Serramia Amoros, M., Criado, N. & Luck, M., 11 Nov 2022, PRIMA 2022: Principles and Practice of Multi-Agent Systems: 24th International Conference, Valencia, Spain, November 16–18, 2022, Proceedings. Aydogan, R., Criado, N., Lang, J., Sanchez-Anguix, V. & Serramia Amoros, M. (eds.). Cham, Germany: Springer, p. 669-678 10 p. (Lecture Notes in Computer Science).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  15. Measuring Machine Learning Robustness in front of Static and Dynamic Adversaries

    Menendez Benito, H., 1 Nov 2022, Measuring Machine Learning Robustness in front of Static and Dynamic Adversaries. IEEE 34rd International Conference on Tools with Artificial Intelligence (ICTAI)

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  16. ECG Data Forecasting Based on Linear Models Approach: a Comparative Study

    Ben Othman, G., Sidhom, L., Chihi, I., Kamavuako, E. & Trabelsi, M., Nov 2022, 2022 19th International Multi-Conference on Systems, Signals & Devices (SSD'22). p. 1870 1875 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  17. Dashboard Design Patterns

    Bach, B., Freeman, E., Abdul-Rahman, A., Turkay, C., Khan, S., Fan, Y. & Chen, M., 16 Oct 2022, IEEE VIS 2022.

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  18. Measuring Effects of Spatial Visualization and Domain on Visualization Task Performance: A Comparative Study

    Tandon, S., Abdul-Rahman, A. & Borgo, R., 16 Oct 2022, IEEE VIS 2022.

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  19. A Causal Analysis of Harm

    Beckers, S., Chockler, H. & Halpern, J. Y., 10 Oct 2022, (Accepted/In press) 36th Conference on Neural Information Processing Systems (NeurIPS 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  20. Natural Test Generation for Precise Testing of Question Answering Software

    Shen, Q., Chen, J., Zhang, J., Wang, H., Liu, S. & Tian, M., 10 Oct 2022, IEEE/ACM Automated Software Engineering (ASE).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  21. Binary concentration shift keying realization for molecular communication via genetic circuits

    Jadsadaphongphaibool, R., Bi, D. & Deng, Y., 5 Oct 2022, Proceedings of the 9th ACM International Conference on Nanoscale Computing and Communication, NANOCOM 2022. 17. (Proceedings of the 9th ACM International Conference on Nanoscale Computing and Communication, NANOCOM 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  22. Mechanistic modelling of Virchows triad to assess thrombogenicity and stroke risk in atrial fibrillation patients

    Qureshi, A., Balmus, M., Nordsletten, D., Aslanidi, O. & De Vecchi, A., 3 Oct 2022, European Heart Journal. Vol. Volume 43.

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  23. Quasi-orthogonality and intrinsic dimensions as measures of learning and generalisation

    Zhou, Q., Gorban, A. N., Mirkes, E. M., Bac, J., Zinovyev, A. & Tyukin, I. Y., 30 Sep 2022, 2022 International Joint Conference on Neural Networks, IJCNN 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2022-July).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  24. A Decade of Knowledge Graphs in Natural Language Processing: A Survey

    Simperl, E., 27 Sep 2022, (Accepted/In press) 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing. 14 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  25. Dense Syn-Net: Inter-Modal and Self-Guided Deep Learned PET-MR Reconstruction

    Corda-D'Incan, G., Schnabel, J. & Reader, A., 27 Sep 2022, Dense Syn-Net: Inter-Modal and Self-Guided Deep Learned PET-MR Reconstruction.

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  26. Self-Guided and MR-Guided Deep-Learned Post-Reconstruction PET Processing

    Corda-D'Incan, G., Schnabel, J. & Reader, A., 27 Sep 2022, Self-Guided and MR-Guided Deep Learned Post-Reconstruction PET Processing.

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  27. Nominal Matching Logic

    Cheney, J. & Fernandez, M., 22 Sep 2022, Principles and Practice of Declarative Programming - Proceedings PPDP 2022. ACM Press

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  28. Segmentation of Periventricular White Matter in Neonatal Brain MRI: Analysis of Brain Maturation in Term and Preterm Cohorts

    Uus, A. U., Ayub, M. U., Gartner, A., Kyriakopoulou, V., Pietsch, M., Grigorescu, I., Christiaens, D., Hutter, J., Grande, L. C., Price, A., Batalle, D., Counsell, S., Hajnal, J. V., Edwards, A. D., Rutherford, M. A. & Deprez, M., 22 Sep 2022, Perinatal, Preterm and Paediatric Image Analysis - 7th International Workshop, PIPPI 2022, Held in Conjunction with MICCAI 2022, Proceedings. Licandro, R., Licandro, R., Melbourne, A., Hutter, J., Abaci Turk, E. & Macgowan, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 94-104 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13575 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  29. Exploring the Security and Privacy Risks of Chatbots in Messaging Services

    Edu, J., Mulligan, C., Pierazzi, F., Polakis, J., Suarez-Tangil, G. & Such, J., 19 Sep 2022, (Accepted/In press) Proceedings of the 22nd ACM Internet Measurement Conference (IMC '22), October 25--27, 2022, Nice, France: ACM.

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  30. Brain Lesion Synthesis via Progressive Adversarial Variational Auto-Encoder

    Huo, J., Vakharia, V., Wu, C., Sharan, A., Ko, A. L., Ourselin, S. & Sparks, R., 18 Sep 2022, SASHIMI: International Workshop on Simulation and Synthesis in Medical Imaging. Springer, Cham, p. 101-111 11 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  31. Driving Points Prediction For Abdominal Probabilistic Registration

    Joutard, S., Dorent, R., Ourselin, S., Vercauteren, T. & Modat, M., 18 Sep 2022, Machine Learning in Medical Imaging: 13th International Workshop, MLMI 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings.

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  32. A Deep-Discrete Learning Framework for Spherical Surface Registration

    Suliman, M. A., Williams, L. Z. J., Fawaz, A. & Robinson, E. C., 17 Sep 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 119-129 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13436 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  33. Assessing the Performance of Automated Prediction and Ranking of Patient Age from Chest X-rays Against Clinicians

    MacPherson, M., Muthuswamy, K., Amlani, A., Hutchinson, C., Goh, V. & Montana, G., 17 Sep 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 255-265 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13437 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  34. Statistical and Neural Methods for Cross-lingual Entity Label Mapping in Knowledge Graphs

    Amaral, G., Pinnis, M., Skadiņa, I., Rodrigues, O. & Simperl, E., 16 Sep 2022, (E-pub ahead of print) Text, Speech, and Dialogue - 25th International Conference, TSD 2022, Proceedings. Sojka, P., Horák, A., Kopeček, I. & Pala, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 39-51 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13502 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  35. AI-Enabled Assessment of Cardiac Systolic and Diastolic Function from Echocardiography

    Puyol-Antón, E., Ruijsink, B., Sidhu, B. S., Gould, J., Porter, B., Elliott, M. K., Mehta, V., Gu, H., Rinaldi, C. A., cowie, M., Chowienczyk, P., Razavi, R. & King, A. P., 15 Sep 2022, Simplifying Medical Ultrasound - 3rd International Workshop, ASMUS 2022, held in Conjunction with MICCAI 2022, Proceedings. Aylward, S., Noble, J. A., Hu, Y., Lee, S-L., Baum, Z. & Min, Z. (eds.). Springer Science and Business Media Deutschland GmbH, p. 75-85 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13565 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  36. Efficient Pix2Vox++ for 3D Cardiac Reconstruction from 2D Echo Views

    Stojanovski, D., Hermida Nunez, U., Muffoletto, M., Lamata de la Orden, P., Beqiri, A. & Gomez Herrero, A., 15 Sep 2022, Efficient Pix2Vox++ for 3D Cardiac Reconstruction from 2D echo views. Springer International Publishing

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  37. Intra-operative OCT (iOCT) Super Resolution: A Two-Stage Methodology Leveraging High Quality Pre-operative OCT Scans

    Komninos, C., Pissas, T., Flores, B., Bloch, E., Vercauteren, T., Ourselin, S., Cruz, L. D. & Bergeles, C., 15 Sep 2022, International Workshop on Ophthalmic Medical Image Analysis: OMIA 2022: Ophthalmic Medical Image Analysis. Antony, B., Fu, H., Lee, C. S., MacGillivray, T., Xu, Y. & Zheng, Y. (eds.). Springer, Cham, Vol. 13576. p. 105-114 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13576 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  38. A Methodology for DSML-assisted Participatory Agent-Based Enterprise Modelling

    Godfrey, T., Batra, R., Douthwaite, S., Edgeworth, J., Miles, S. & Zschaler, S., 14 Sep 2022, (Accepted/In press) Practice of Enterprise Modelling 2022. Springer Nature

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  39. Accounting for Strategic Response in Limit Order Book Dynamics

    Ji, Q. & Ventre, C., 14 Sep 2022, (Accepted/In press) Proceedings of the 24th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  40. Adaptive Behavioral Model Learning for Software Product Lines

    Tavassoli, S., Damasceno, D., Mousavi, M. & Khosravi, R., 12 Sep 2022, 26th ACM International Systems and Software Product Line Conference, SPLC 2022 - Proceedings. Felfernig, A., Fuentes, L., Cleland-Huang, J., Assuncao, W. K. G., Assuncao, W. K. G., Falkner, A., Azanza, M., Luaces, M. A. R., Bhushan, M., Semini, L., Devroey, X., Werner, C. M. L., Seidl, C., Le, V-M. & Horcas, J. M. (eds.). ACM Press, p. 142-153 12 p. (26th ACM International Systems and Software Product Line Conference, SPLC 2022 - Proceedings; vol. A).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  41. Secure Beamforming Design for Reconfigurable Intelligent Surface Assisted Downlink Transmission

    Guo, F., Huang, C., Xu, Y., Yang, Z. & Shikh-Bahaei, M., 12 Sep 2022, 2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022. Institute of Electrical and Electronics Engineers Inc., (2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022; vol. 2022-January).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  42. Hierarchical Multi-Scale Convolutional Network for Murmurs Detection on PCG Signals

    Xu, Y., Bao, X., Lam, H-K. & Kamavuako, E., 10 Sep 2022, Computing in Cardiology (CinC) 2022. Tampere, Finland

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  43. Guidance on applying environmental intelligence to inform green investment

    Douglas, C., Mulligan, M., Van Soesbergen, A. & Burke, S., 7 Sep 2022, GoodIT 2022 - Proceedings of the 2022 ACM Conference on Information Technology for Social Good. Association for Computing Machinery, p. 231-235 5 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  44. Bullseye passive metasurface for improved penetration rate and exotic beam shape through opaque materials via complex wavevectors

    Perea, S. & Rodriguez Fortuno, F., 1 Sep 2022, (Accepted/In press) Bullseye passive metasurface for improved penetration rate and exotic beam shape through opaque materials via complex wavevectors.

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  45. Denoised Labels for Financial Time Series Data via Self-Supervised Learning

    Ma, M., Ventre, C. & Polukarov, M., 1 Sep 2022, (Accepted/In press) Proceedings of the 3rd ACM International Conference on AI in Finance: ICAIF'22.

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  46. Incentivising Market Making in Financial Markets

    Ji, Q. & Ventre, C., 1 Sep 2022, (Accepted/In press) Proceedings of the 3rd ACM International Conference on AI in Finance: ICAIF'22.

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  47. Model-Agnostic Pricing of Exotic Derivatives Using Signatures

    Alden, A., Ventre, C., Horvath, B. & Lee, G., 1 Sep 2022, (Accepted/In press) Proceedings of the 3rd ACM International Conference on AI in Finance: ICAIF'22.

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  48. Synthetic Data Augmentation for Deep Reinforcement Learning in Financial Trading

    Liu, C., Ventre, C. & Polukarov, M., 1 Sep 2022, (Accepted/In press) Proceedings of the 3rd ACM International Conference on AI in Finance: ICAIF'22.

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  49. Reducing the Planning Horizon through Reinforcement Learning

    Dunbar, L., Rosman, B., Cohn, A. & Leonetti, M., Sep 2022, Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  50. Multiple Configured-Grants Optimization in Grant-Free NOMA for mURLLC Service

    Liu, Y., Deng, Y., Elkashlan, M., Nallanathan, A. & Karagiannidis, G. K., 31 Aug 2022, ICC 2022 - IEEE International Conference on Communications. Institute of Electrical and Electronics Engineers Inc., p. 4516-4521 6 p. (IEEE International Conference on Communications; vol. 2022-May).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  51. An STL-Based Formulation of Resilience in Cyber-Physical Systems

    Chen, H., Lin, S., Smolka, S. A. & Paoletti, N., 29 Aug 2022, Formal Modeling and Analysis of Timed Systems - 20th International Conference, FORMATS 2022, Proceedings. Bogomolov, S. & Parker, D. (eds.). Vol. 13465. p. 117-135 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13465 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  52. Towards understanding causality: a retrospective study of using explanations in interactions between a humanoid robot and autistic children

    Sarda Gou, M., Lakatos, G., Holthaus, P., Wood, L., Robins, B., Amirabdollahian, F. & Mousavi, M., 29 Aug 2022, Proceedings of the 31st IEEE International Conference on Robot & Human Interactive Communication . IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

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