Search research publications and outputs

  1. 2019
  2. Realistic and Textured Terrain Generation using GANs

    Spick, R. J. & Walker, J. A., 15 Oct 2019, (Accepted/In press) The 16th ACM SIGGRAPH European Conference on Visual Media Production (CVMP). ACM

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

  3. Computing Optimal Assignments in Linear Time for Approximate Graph Matching

    Kriege, N., Giscard, P-L., Bause, F. & Wilson, R. C., 6 Sep 2019, (Accepted/In press) International Conference on Data Mining. IEEE Computer Society, 10 p.

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

  4. CONNER: A Concurrent ILP Learner in Description Logic

    Algahtani, E. & Kazakov, D. L., 26 Jul 2019, (Accepted/In press) Inductive Logic Programming: 29th International Conference, ILP 2019. Springer, (LNAI; no. 11770).

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

  5. Decentralised Gambling: Data Abundance and Technical Concerns

    Scholten, O. J., Zendle, D. & Walker, J. A., 22 Jul 2019, Current Advances in Gambling Research Conference 2019. Society for the Study of Addiction

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

  6. Feature selection method for image steganalysis based on weighted inner-inter class distance and dispersion criterion

    Ma, Y., Luo, X., Li, Z., Zhang, Y. & Bors, A. G., May 2019, Proc. ACM Turing Celebration Conference - China. ACM, 5 p. 66

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

  7. A Pattern for Arguing the Assurance of Machine Learning in Medical Diagnosis Systems

    Picardi, C., Hawkins, R. D., Paterson, C. & Habli, I., 30 Apr 2019, (Accepted/In press) 38th International Conference on Computer Safety, Reliability and Security – SafeComp 2019.

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

  8. KNOWLEDGE-BASED SELF-RECONFIGURATION AND SELF-AWARE DEMONSTRATION FOR MODULAR SATELLITE ASSEMBLY

    Post, M. A. & Austin, J., 11 Apr 2019, (Accepted/In press) 10th International Workshop on Satellite Constellations & Formation Flying 2019. Glasgow UK

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

  9. FocusNet: An attention-based Fully Convolutional Network for Medical Image Segmentation

    Kaul, C., Manandhar, S. K. & Pears, N. E., Apr 2019, International Symposium on Biomedical Imaging (ISBI). Venice

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

  10. Combining 3D Morphable Models: A Large scale Face-and-Head Model

    Ploumpis, S., Wang, H., Pears, N. E., Smith, W. A. P. & Zafeiriou, S., 11 Mar 2019, (Accepted/In press) IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2019.

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

  11. Depth from a polarisation + RGB stereo pair

    Zhu, D. & Smith, W. A. P., 11 Mar 2019, (Accepted/In press) IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2019.

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

  12. InverseRenderNet: Learning single image inverse rendering

    Yu, Y. & Smith, W. A. P., 11 Mar 2019, (Accepted/In press) IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

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

  13. DeepFault: Fault Localization for Deep Neural Networks

    Gerasimou, S., Eniser, H. F. & Sen, A., 15 Feb 2019, 22nd International Conference on Fundamental Approaches to Software Engineering. Springer-Verlag

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

  14. Challenging AI: Evaluating the Effect of MCTS-Driven Dynamic Difficulty Adjustment on Player Enjoyment

    Demediuk, S. P., Tamassia, M., Li, X. & Raffe, W., 29 Jan 2019, Proceedings of ACSW.

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

  15. Learning Aligned-Spatial Graph Convolutional Networks for Graph Classification

    Bai, L., Cui, L., Jiao, Y. & Hancock, E. R., 2019, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Würzburg, Germany, 16th - 20th of September 2019.

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

  16. 2018
  17. Predicting Skill Learning in a Large, Longitudinal MOBA Dataset

    Aung, M., Bonometti, V., Cowling, P., Kokkinakis, A. V., Yoder, C. & Wade, A., 11 Oct 2018, Proceedings of the 2018 IEEE Conference on Computational Intelligence and Games, CIG 2018. IEEE Computer Society, Vol. 2018-August. 8490431

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

  18. Fully Automated Spleen Localization And Segmentation Using Machine Learning And 3D Active Contours

    Wood, A., Soroushmehr, S. M. R., Farzaneh, N., Fessell, D., Ward, K. R., Gryak, J., Kahrobaei, D. & Na, K., Jul 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, Vol. 2018. p. 53-56 4 p. (Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference).

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

  19. What Moves Players? Visual Data Exploration of Twitter and Gameplay Data

    Drescher, C., Wallner, G., Krieglstein, S., Sifa, R., Drachen, A. & Pohl, M., 21 Apr 2018, CHI '18 Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems Paper No. 560. New York: ACM, Vol. 2018-April. 13 p. 560. (Proceedings of the CHI Conference Human Factors in Computing Systems).

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

  20. Intelligent support technologies for older people: an analysis of characteristics and roles

    Petrie, H., Darzentas, J. S. & Carmien, S., 9 Apr 2018, Breaking down barriers: usability, accessibility and inclusive design. Langdon, P., Lazar, J., Heylighen, A. & Dong, H. (eds.). Cham, Switzerland: Springer, p. 89-97 9 p.

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

  21. Euler Lagrange Network Dynamics

    Wang, J., Wilson, R. C. & Hancock, E. R., 14 Feb 2018, Eleventh International Conference on Energy Minimisation Methods in Computer Vision and Pattern Recognition. Springer, Vol. 10746. p. 399-413 14 p. (Lecture Notes in Computer Science).

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

  22. Event-Driven Bandwidth Allocation with Formal Guarantees for Camera Networks

    Seetanadi, G. N., Camara Moreno, J., Almeida, L., Arzen, K. E. & Maggio, M., 31 Jan 2018, Proceedings - 2017 IEEE Real-Time Systems Symposium, RTSS 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 243-254 12 p.

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

  23. Player Retention in League of Legends: A Study Using Survival Analysis

    Demediuk, S. P., Murrin, A., Bulger, D., Hitchens, M., Drachen, A., Raffe, W. L. & Tamassia, M., 29 Jan 2018, Proceedings of Australian Computer Science Week, Interactive Entertainment. Association for Computing Machinery (ACM), 9 p.

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

  24. Developer-Centric Knowledge Mining from Large Open-Source Software Repositories (CROSSMINER)

    Bagnato, A., Barmpis, K., Bessis, N., Cabrera-Diego, L. A., Rocco, J. D., Di Ruscio, D., Gergely, T., Hansen, S., Kolovos, D., Krief, P., Korkontzelos, I., Laurière, S., Lopez de la Fuente, J. M., Maló, P., Paige, R. F., Spinellis, D., Thomas, C. & Vinju, J. J., 2018, Software Technologies: Applications and Foundations - STAF 2017 Collocated Workshops, Revised Selected Papers. Springer-Verlag, Vol. 10748 LNCS. p. 375-384 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10748 LNCS).

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

  25. Graph Time Series Analysis Using Transfer Entropy

    Caglar, I. & Hancock, E. R., 2018, Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshop, S+SSPR 2018, Beijing, China, August 17-19, 2018, Proceedings. p. 217-226 10 p.

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

  26. Markov Random Field MAP as Set Partitioning

    Cussens, J., 2018, Proceedings of Machine Learning Research: PGM 2018. Vol. 72. p. 85-96 12 p.

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

  27. SECT-AIR: Software Engineering Costs and Timescales – Aerospace Initiative for Reduction

    Paige, R. F., Zolotas, A., Kolovos, D. S., McDermid, J. A., Bennett, M., Hutchesson, S. & Hawthorn, A., 2018, Software Technologies: Applications and Foundations - STAF 2017 Collocated Workshops, Revised Selected Papers. Springer-Verlag, Vol. 10748 LNCS. p. 403-408 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10748 LNCS).

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

  28. Search-Based Temporal Testing in an Embedded Multicore Platform

    Srivisut, K., Clark, J. A. & Paige, R. F., 2018, Applications of Evolutionary Computation - 21st International Conference, EvoApplications 2018, Proceedings. Springer-Verlag, Vol. 10784 LNCS. p. 794-809 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10784 LNCS).

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

  29. Technical Obsolescence Management Strategies for Safety-Related Software for Airborne Systems

    Gerasimou, S., Kolovos, D., Paige, R. & Standish, M., 2018, Software Technologies: Applications and Foundations - STAF 2017 Collocated Workshops, Revised Selected Papers. Springer-Verlag, Vol. 10748 LNCS. p. 385-393 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10748 LNCS).

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

  30. Time Evolving Networks in Finance and Medicine

    Hancock, E. R., 2018, Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2018, Funchal, Madeira - Portugal, January 16-18, 2018.. p. 7 1 p.

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

  31. 2017
  32. Automatic Property Checking of Robotic Applications

    Miyazawa, A., De Oliveira Salazar Ribeiro, P. F., Li, W., Cavalcanti, A. L. C. & Timmis, J., 14 Dec 2017, IEEE/RSJ International Conference on Intelligent Robots and Systems. p. 3869-3876 8 p.

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

  33. Performance of a second order electrostatic particle-in-cell algorithm on modern many-core architectures

    Brown, D., Wright, S. A. & Jarvis, S. A., 20 Nov 2017, UK Performance Engineering Workshop (UKPEW'17).

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

  34. Music Genre Classification using Masked Conditional Neural Networks

    Medhat, F., Chesmore, E. D. & Robinson, J. A., 14 Nov 2017, Neural Information Processing: 24th International Conference, ICONIP 2017, Guangzhou, China, November 14-18, 2017, Proceedings, Part II. Springer, (Lecture Notes in Computer Science).

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

  35. Automatic Classification of Music Genre using Masked Conditional Neural Networks

    Medhat, F., Chesmore, E. D. & Robinson, J. A., 11 Nov 2017, 2017 IEEE International Conference on Data Mining (ICDM). IEEE

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

  36. Predicting Player Experience without the Player

    Guckelsberger, C., Salge, C., Gow, J. & Cairns, P. A., Oct 2017, ACM CHI Play 2017. ACM, p. 305-315

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

  37. Fault-Based Testing for Refinement in CSP

    Cavalcanti, A. L. C. & Simao, A., 30 Sep 2017, 29th IFIP WG 6.1 International Conference on Testing Software and Systems. Yevtushenko, N., Cavalli, A. R. & Yenigun, H. (eds.). Springer, Vol. 10533. p. 21-37 17 p. (Lecture Notes in Computer Science).

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

  38. Building Dialectal Arabic Corpora

    Elgabou, H. A. M. & Kazakov, D. L., 7 Sep 2017, The First Workshop on Human-Informed Translation and Interpreting Technology (HiT-IT). p. 52-57 6 p.

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

  39. Challenges of Safety Assurance for Industry 4.0

    Jaradat, O., Šljivo, I., Habli, I. & Hawkins, R. D., Sep 2017, 13th European Dependable Computing Conference (EDCC). p. 103-106

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

  40. Why Functional Safety Experts Worry About Automotive Systems Having Increasing Autonomy

    Monkhouse, H. E., Habli, I., McDermid, J. A., Khastgir, S. & Dhadyalla, G., Aug 2017, International Workshop on Driver and Driverless Cars: Competition or Coexistence.

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

  41. Deep Convolutional Neural Networks for left ventricle segmentation

    Molaei, S., Shiri, M., Horan, K., Kahrobaei, D., Nallamothu, B. & Najarian, K., Jul 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Vol. 2017. p. 668-671 4 p. (Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference).

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

  42. VCDC: The virtualized complicated device controller

    Jiang, Z. & Audsley, N., 1 Jun 2017, 29th Euromicro Conference on Real-Time Systems, ECRTS 2017. Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, Vol. 76. p. 51-520 470 p.

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

  43. On the Pitfalls of Resource Augmentation Factors and Utilization Bounds in Real-Time Scheduling

    Chen, J. J., Bruggen, G. V. D., Huang, W-H. & Davis, R. I., Jun 2017, 29th Euromicro Conference on Real-Time Systems (ECRTS 2017). Bertogna, M. (ed.). Schloss Dagstuhl-Leibniz-Zentrum fuer Informatik, p. 9:1-9:25 25 p. (LIPIcs – Leibniz International Proceedings in Informatics; vol. 76).

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

  44. Probabilistic Graph Programming

    Plump, D., Atkinson, T. & Stepney, S., Jun 2017, Proceedings 8th International Workshop on Graph Computation Models (GCM 2017). Corradini, A. (ed.). p. 1-16 16 p.

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

  45. GPIOCP: Timing-accurate general purpose I/O controller for many-core real-time systems

    Jiang, Z. & Audsley, N. C., 11 May 2017, Proceedings of the 2017 Design, Automation and Test in Europe, DATE 2017. Institute of Electrical and Electronics Engineers Inc., p. 806-811 6 p. 7927099

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

  46. Exploring the Notion of Hazards for Health IT

    Habli, I., White, S. P., Harrison, S. & Pujara, M., Apr 2017, Informatics for Health 2017.

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

  47. Competition and cooperation in pickup and multiple delivery problems

    Mourdjis, P., Polack, F., Cowling, P., Chen, Y. & Robinson, M., 15 Feb 2017, Operations Research and Enterprise Systems - 5th International Conference, ICORES 2016, Revised Selected Papers. Springer-Verlag, Vol. 695. p. 142-160 19 p. (Communications in Computer and Information Science; vol. 695).

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

  48. Supporting custom quality models to analyse and compare open-source software

    Di Ruscio, D., Kolovos, D. S., Korkontzelos, Y., Matragkas, N. & Vinju, J., 11 Jan 2017, Proceedings - 2016 10th International Conference on the Quality of Information and Communications Technology, QUATIC 2016. Institute of Electrical and Electronics Engineers Inc., p. 94-99 6 p. 7814523

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

  49. A comparison of one-pass and bi-directional approaches applied to large-scale road inspection

    Chen, Y., Polack, F., Cowling, P. & Remde, S., 2017, Operations Research and Enterprise Systems - 5th International Conference, ICORES 2016, Revised Selected Papers. Springer-Verlag, Vol. 695. p. 180-200 21 p. (Communications in Computer and Information Science; vol. 695).

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

  50. COMMitMDE 2017 - 2nd international workshop on collaborative modelling in MDE

    Bosch, J., Malavolta, I., Gérard, S., Muccini, H. & Kolovos, D., 2017, CEUR Workshop Proceedings: Proceedings of MODELS 2017 Satellite Event: Workshops. Vol. 2019. p. 123-124 2 p.

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

  51. Memory-Bounded Monte Carlo Tree Search

    Powley, E. J., Cowling, P. I. & Whitehouse, D., 2017, 13th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE'17), 5-9 October 2017, Snowbird, Utah, USA. .

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

  52. Proving Linearizability Using Partial Orders

    Khyzha, A., Dodds, M. D., Gotsman, A. & Parkinson, M. J., 2017, Proceedings of the European Symposium on Programming.

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

  53. Starling: Lightweight Concurrency Verification With Views

    Windsor, M. B., Dodds, M. D., Parkinson, M. J. & Simner, B., 2017, Computer aided verification: 29th International Conference, CAV 2017, Heidelberg, Germany, July 24-28, 2017, proceedings. Majumdar, R. & Kuncak, V. (eds.). Vol. 1. p. 544-569 (Lecture Notes in Computer Science; vol. 10426).

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

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