Search research publications and outputs

  1. 2019
  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 2018
  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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

  25. 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

  26. 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

  27. 2017
  28. 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

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