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Research Outputs

  1. 2022
  2. MediCause: Causal Relation Modelling and Extraction from Medical Publications

    Reklos, I. & Meroño-Peñuela, A., 11 Aug 2022, In: CEUR Workshop Proceedings. 3184, p. 1-18 18 p.

    Research output: Contribution to journalConference paperpeer-review

  3. A study on 3D classical versus GAN-based augmentation for MRI brain image to predict the diagnosis of dementia with Lewy bodies and Alzheimer's disease in a European multi-center study

    Minne, P., Fernandez-Quilez, A., Aarsland, D., Ferreira, D., Westman, E., Lemstra, A. W., Ten Kate, M., Padovani, A., Rektorova, I., Bonanni, L., Mariano Nobili, F., Kramberger, M. G., Taylor, J. P., Hort, J., Snaedal, J., Blanc, F., Antonini, A. & Oppedal, K., 2022, In: Progress in Biomedical Optics and Imaging - Proceedings of SPIE.

    Research output: Contribution to journalConference paperpeer-review

  4. Data-Driven, AI-Based Clinical Practice: Experiences, Challenges, and Research Directions

    Ferrari, D., Mandreoli, F., Motta, F. & Missier, P., 2022, In: CEUR Workshop Proceedings. 3194, p. 392-403 12 p.

    Research output: Contribution to journalConference paperpeer-review

  5. Incorporating social norms into a configurable agent-based model of the decision to perform commuting behaviour

    Greener, R., Lewis, D., Reades, J., Miles, S. & Cummins, S., 2022, In: CEUR Workshop Proceedings. 3173

    Research output: Contribution to journalConference paperpeer-review

  6. 2021
  7. Towards a Sound and Complete Dialogue System for Handling Enthymemes

    Xydis, A., Hampson, C., Modgil, S. & Black, E., 15 Oct 2021, (E-pub ahead of print) In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 437-456 20 p.

    Research output: Contribution to journalConference paperpeer-review

  8. Fairness in Cardiac MR Image Analysis: An Investigation of Bias Due to Data Imbalance in Deep Learning Based Segmentation

    Puyol-Antón, E., Ruijsink, B., Piechnik, S. K., Neubauer, S., Petersen, S. E., Razavi, R. & King, A. P., 21 Sep 2021, (E-pub ahead of print) In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 12903, p. 413-423 11 p.

    Research output: Contribution to journalConference paperpeer-review

  9. Land Use Indexed Mobility Changes’ Impact on Urban Crimes in Metropolitan Cities

    Li, Y., Sun, I. Y., zhang, Y. & Wu, Y., Sep 2021, In: The Evolving Scholar | IFoU 14th Edition.

    Research output: Contribution to journalConference paperpeer-review

  10. PT symmetry and renormalisation in quantum field theory

    Bender, C. M., Felski, A., Sarkar, S. & Klevansky, S., 15 Jun 2021, (Accepted/In press) In: Journal of Physics: Conference Series.

    Research output: Contribution to journalConference paperpeer-review

  11. How to Make Private Distributed Cardinality Estimation Practical, and Get Differential Privacy for Free

    Hu, C., Li, J., Liu, Z., Guo, X., Wei, Y., Guang, X., Loukidis, G. & Dong, C., 30 May 2021, In: Usenix Security Symposium (USENIX).

    Research output: Contribution to journalConference paperpeer-review

  12. Timepix3 as a solid-state time-projection chamber in particle and nuclear physics

    Acharya, B., Alexandre, J., Beneš, P., Bergmann, B., Bevan, A., Billoud, T., Branzas, H., Burian, P., Campbell, M., Cecchini, S., Cho, Y. M., de Montigny, M., de Roeck, A., Ellis, J. R., El Sawy, M. M. H., Fairbairn, M., Felea, D., Frank, M., Garvey, D., Hays, J., & 51 othersHirt, A. M., Janecek, J., Kalliokoski, M., Korzenev, A., Lacarrère, D. H., Leroy, C., Levi, G., Lionti, A., Mánek, P., Maulik, A., Margiotta, A., Mauri, N., Mavromatos, N. E., Meduna, L., Mermod, P., Millward, L., Mitsou, V. A., Ostrovskiy, I., Ouimet, P. P., Papavassiliou, J., Parker, B., Patrizii, L., Pavalas, G. E., Pinfold, J. L., Popa, L. A., Popa, V., Pozzato, M., Pospíšil, S., Rajantie, A., de Austri, R. R., Sahnoun, Z., Sakellariadou, M., Santra, A., Sarkar, S., Semenoff, G., Shaa, A., Sirri, G., Sliwa, K., Smolyanskiy, P., Soluk, R., Spurio, M., Staelens, M., Suk, M., Tenti, M., Togo, V., Tuszynski, J. A., Upreti, A., Vento, V., Vives, O., Wall, A. & White, E., 15 Apr 2021, In: Proceedings of Science. 390, 720.

    Research output: Contribution to journalConference paperpeer-review

  13. Algorithms for Optimizing the Ratio of Monotone k-Submodular Functions

    Chan, H., Loukidis, G. & Su, Z., 25 Feb 2021, (E-pub ahead of print) In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. 12459, p. 3-19 17 p.

    Research output: Contribution to journalConference paperpeer-review

  14. Adding regular expression operators to OCL

    Lano, K., 2021, In: CEUR Workshop Proceedings. 2999, p. 162-168 7 p.

    Research output: Contribution to journalConference paperpeer-review

  15. Energy minimization for federated learning with IRS-assisted over-the-air computation

    Hu, Y., Chen, M., Chen, M., Yang, Z., Shikh-Bahaei, M., Poor, H. V. & Cui, S., 2021, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2021-June, p. 3105-3109 5 p.

    Research output: Contribution to journalConference paperpeer-review

  16. Examining the adoption and effects of high-performance work systems

    Aryee, S., Hsiung, H-H. & Jo, H. Y., 2021, In: Academy of Management Proceedings.

    Research output: Contribution to journalConference paperpeer-review

  17. Hierarchical attention-based temporal convolutional networks for EEG-based emotion recognition

    Li, C., Chen, B., Zhao, Z., Cummins, N. & Schuller, B. W., 2021, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2021-June, p. 1240-1244 5 p.

    Research output: Contribution to journalConference paperpeer-review

  18. Implementing OCL in swift

    Lano, K., 2021, In: CEUR Workshop Proceedings. 2999, p. 135-141 7 p.

    Research output: Contribution to journalConference paperpeer-review

  19. Information-Theoretic Bounds on Transfer Generalization Gap Based on Jensen-Shannon Divergence

    Jose, S. T. & Simeone, O., 2021, In: European Signal Processing Conference. p. 1461-1465 5 p.

    Research output: Contribution to journalConference paperpeer-review

  20. Manipulating the Barrier Function of a Cell Monolayer Using a High-power Miniature Ultrasonic Transducer

    Turcanu, M. V., Moldovan, A. C., Thanou, M., Nathke, I. & Cochran, S., 2021, In: IEEE International Ultrasonics Symposium, IUS.

    Research output: Contribution to journalConference paperpeer-review

  21. Mutation operators for object constraint language specification

    Jin, K. & Lano, K., 2021, In: CEUR Workshop Proceedings. 2999, p. 128-134 7 p.

    Research output: Contribution to journalConference paperpeer-review

  22. On keystroke pattern variability in virtual desktop infrastructure

    Kuzminykh, I., Ghita, B. & Silonosov, A., 2021, In: CEUR Workshop Proceedings. 2864, p. 238-248 11 p.

    Research output: Contribution to journalConference paperpeer-review

  23. Perceived Service-Oriented High-Performance Work Systems and Global Service Performance: A Self-Concept perspective

    Jo, H. Y., Aryee, S., Hsiung, H-H. & Guest, D., 2021, In: Academy of Management Proceedings.

    Research output: Contribution to journalConference paperpeer-review

  24. SMEFT Constraints on New Physics beyond the Standard Model

    Ellis, J., 2021, In: CERN-Proceedings. 2021-March

    Research output: Contribution to journalConference paperpeer-review

  25. Speech acoustic modelling from raw phase spectrum

    Loweimi, E., Cvetkovic, Z., Bell, P. & Renals, S., 2021, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2021-June, p. 6738-6742 5 p.

    Research output: Contribution to journalConference paperpeer-review

  26. Towards an Argument Scheme Classification for Ethical Reasoning

    Bezou-Vrakatseli, E., Cocarascu, O. & Modgil, S., 2021, In: CEUR Workshop Proceedings. 3205, p. 13-17 5 p.

    Research output: Contribution to journalConference paperpeer-review

  27. Unsupervised Human Pose Estimation through Transforming Shape Templates

    Schmidtke, L., Vlontzos, A., Ellershaw, S., Lukens, A., Arichi, T. & Kainz, B., 2021, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 2484-2494 11 p.

    Research output: Contribution to journalConference paperpeer-review

  28. What makes you fupy ('food' + 'happy')? leveraging strategic maneuvering to build food coaching apps

    Musi, E., Palmieri, R., Mercuri, C., Giudici, A., Maiden, N., Hardman, C. & Borgo, R., 2021, In: CEUR Workshop Proceedings. 2937, p. 26-39 14 p.

    Research output: Contribution to journalConference paperpeer-review

  29. 2020
  30. Maximizing Approximately k-Submodular Functions

    Zheng, L., Chan, H., Loukidis, G. & Li, M., 22 Dec 2020, (Accepted/In press) In: SIAM International Conference on Data Mining (SDM) 2021.

    Research output: Contribution to journalConference paperpeer-review

  31. A novel experimental set-up for in-situ microstructural characterization during continuous strain path change

    Dhara, S., Taylor, S., Figiel, L., Shollock, B. & Hazra, S., 17 Nov 2020, In: IOP Conference Series: Materials Science and Engineering. 967, 1

    Research output: Contribution to journalConference paperpeer-review

  32. Hide and Mine in Strings: Hardness and Algorithms

    Bernardini, G., Conte, A., Gourdel, G., Grossi, R., Loukidis, G., Pisanti, N., Pissis, S., Punzi, G., Stougie, L. & Sweering, M., 20 Aug 2020, (Accepted/In press) In: IEEE International Conference on Data Mining (ICDM) 2020.

    Research output: Contribution to journalConference paperpeer-review

  33. Online Parameter Estimation of Hydraulic System Based on Stochastic Gradient Descent

    Yamada, T. & Howard, M., 11 Jun 2020, (Accepted/In press) In: Bath/ASME symposium on fluid power and motion control.

    Research output: Contribution to journalConference paperpeer-review

  34. String Sanitization Under Edit Distance

    Bernardini, G., Chen, H., Loukidis, G., Pisanti, N., Pissis, S., Stougie, L. & Sweering, M., 9 Jun 2020, In: Leibniz International Proceedings in Informatics, LIPIcs.

    Research output: Contribution to journalConference paperpeer-review

  35. Intriguing Properties of Adversarial ML Attacks in the Problem Space

    Pierazzi, F., Pendlebury, F., Cortellazzi, J. & Cavallaro, L., 18 May 2020, In: 2020 IEEE Symposium on Security and Privacy. p. 1332-1349 18 p.

    Research output: Contribution to journalConference paperpeer-review

  36. Learning-Oriented Assessment: More than the chalkface

    Leung, C., 6 Feb 2020, In: Educational Linguistics. 41, p. 85-106 22 p.

    Research output: Contribution to journalConference paperpeer-review

  37. Autonomous Steering of Concentric Tube Robots for Enhanced Force/Velocity Manipulability

    Khadem, M., O'Neill, J., Mitros, Z., Da Cruz, L. & Bergeles, C., 27 Jan 2020, In: 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). p. 2197-2204 8 p.

    Research output: Contribution to journalConference paperpeer-review

  38. Instance-Optimality in the Noisy Value-and Comparison-Model: Accept, Accept, Strong Accept: Which Papers get in?

    Cohen-Addad, V., Mallmann-Trenn, F. & Mathieu, C., Jan 2020, In: Proceedings of the 2020 ACM-SIAM Symposium on Discrete Algorithms. 2020, p. 2124-2143 20 p.

    Research output: Contribution to journalConference paperpeer-review

  39. Adaptive prescribed-time control for uncertain nonlinear systems with non-affine actuator failures

    Wang, Z., Lam, H. K., Chen, Z., Liang, B. & Zhang, T., 2020, In: IFAC-PapersOnLine. 53, p. 3821-3828 8 p.

    Research output: Contribution to journalConference paperpeer-review

  40. Complex dynamics in simple neural networks: Understanding gradient flow in phase retrieval

    Mannelli, S. S., Biroli, G., Cammarota, C., Krzakala, F., Urbani, P. & Zdeborová, L., 2020, In: ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS. 2020-December

    Research output: Contribution to journalConference paperpeer-review

  41. EVL: A typed higher-order functional language for events

    Alves, S., Fernández, M. & Ramos, M., 2020, In: Electronic Notes in Theoretical Computer Science. 351, p. 3-23 21 p.

    Research output: Contribution to journalConference paperpeer-review

  42. Integrating and analysing public procurement data through a knowledge graph: A demonstration in a nutshell

    Soylu, A., Corcho, O., Elvesæter, B., Badenes-Olmedo, C., Martinez, F. Y., Kovacic, M., Posinkovic, M., Makgill, I., Taggart, C., Simperl, E., Lech, T. C. & Roman, D., 2020, In: CEUR Workshop Proceedings. 2721, p. 34-38 5 p.

    Research output: Contribution to journalConference paperpeer-review

  43. Learning to learn to disambiguate: Meta-learning for few-shot word sense disambiguation

    Holla, N., Mishra, P., Yannakoudakis, H. & Shutova, E., 2020, In: Findings of the Association for Computational Linguistics Findings of ACL: EMNLP 2020. p. 4517-4533 17 p.

    Research output: Contribution to journalConference paperpeer-review

  44. Novel paradigm for the design of obviously strategyproof mechanisms

    Ferraioli, D., Meier, A., Penna, P. & Ventre, C., 2020, In: CEUR Workshop Proceedings. 2756, p. 184-189 6 p.

    Research output: Contribution to journalConference paperpeer-review

  45. On solving nominal disunification constraints

    Ayala-Rincon, M., Fernandez, M., Nantes-Sobrinho, D. & Val, D., 2020, In: Electronic Notes in Theoretical Computer Science. 348, p. 3-22 20 p.

    Research output: Contribution to journalConference paperpeer-review

  46. On the power of Louvain in the stochastic block model

    Cohen-Addad, V., Kosowski, A., Mallmann-Trenn, F. & Saulpic, D., 2020, In: ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS. 2020-December

    Research output: Contribution to journalConference paperpeer-review

  47. Who is Afraid of Big Bad Minima? Analysis of Gradient-Flow in a Spiked Matrix-Tensor Model

    Cammarota, C., Biroli, G., Sarao, S., Zdeborova, L. & Krzakala, F., 2020, In: 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada. 33

    Research output: Contribution to journalConference paperpeer-review

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