Search research publications and outputs

  1. 2019
  2. 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

  3. Socio-Cyber-Physical Systems: Models, Opportunities, Open Challenges

    Calinescu, R. C., Camara Moreno, J. & Paterson, C., 2019, (Accepted/In press) 5th International Workshop on Software Engineering for Smart Cyber-Physical Systems.

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

  4. Using Unstructured Data to Improve the Continuous Planning of Critical Processes Involving Humans

    Paterson, C., Calinescu, R. C., Wang, D. & Manandhar, S. K., 2019, (Accepted/In press) 14th International Symposium on Software Engineering for Adaptive and Self-Managing Systems.

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

  5. Energy-efficient design and control of a vibro-driven robot

    Liu, P., Neumann, G., Fu, Q., Pearson, S. & Yu, H., 7 Jan 2019, 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). p. 1464-1469 6 p.

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

  6. A Team Based Player Versus Player Recommender Systems Framework For Player Improvement

    Joshi, R., Gupta, V., Li, X., Cui, Y., Wang, Z., Ravari, Y., klabjan, D., Sifa, R., Parsaianen, A., Drachen, A. & Demediuk, S. P., 29 Jan 2019, (Accepted/In press) Proceedings of ACSW.

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

  7. 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

  8. Pointers inside lambda closure objects in OpenMP target offload regions

    Truby, D., Bertolli, C., Wright, S. A., Bercea, G-T., O'Brien, K. & Jarvis, S., 11 Feb 2019, Proceedings of LLVM-HPC 2018: 5th Workshop on the LLVM Compiler Infrastructure in HPC, Held in conjunction with SC 2018: The International Conference for High Performance Computing, Networking, Storage and Analysis. Institute of Electrical and Electronics Engineers Inc., p. 10-17 8 p. 8639410. (Technical Consortium on High Performance Computing).

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

  9. Detecting Causal Links between Financial News and Stocks

    Qu, H. & Kazakov, D. L., 14 Feb 2019, (Accepted/In press) Proceedings of IEEE Conference on Computational Intelligence for Financial Engineering and Economics: (CIFEr 2019). Shenzhen, China, 9 p.

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

  10. 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

  11. 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

  12. 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

  13. Perpetual Assurances for Self-Adaptive Systems

    Weyns, D., Bencomo, N., Calinescu, R., Cámara, J., Ghezzi, C., Grassi, V., Grunske, L., Inverardi, P., Jézéquel, J-M., Malek, S., Mirandola, R., Mori, M. & Tamburrelli, G., 12 Mar 2019, Software Engineering for Self-Adaptive Systems III. Assurances. SPRINGER, p. 31-63 33 p. (Lecture Notes in Computer Science; vol. 9640).

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

  14. On Learning in Collective Self-adaptive Systems: State of Practice and a 3D Framework

    Gerasimou, S., D’Angelo, M., Ghahremani, S., Grohmann, J., Nunes, I., Pournaras, E. & Tomforde, S., 22 Mar 2019, (Accepted/In press) 14th International Symposium on Software Engineering for Adaptive and Self-Managing Systems.

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

  15. Exploiting system dynamics for resource-efficient automotive CPS design

    Maldonado, L., Chang, W., Roy, D., Annaswamy, A., Goswami, D. & Chakraborty, S., 29 Mar 2019, 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE). p. 234-239

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

  16. 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

  17. 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

  18. Solving the Multi-Objective Flexible Job-Shop Scheduling Problem with Alternative Recipes for a Chemical Production Process

    Dziurzanski, P., Zhao, S., Swan, J., Soares Indrusiak, L., Scholze, S. & Krone, K., 24 Apr 2019, Applications of Evolutionary Computation - 22nd International Conference, EvoApplications 2019, Held as Part of EvoStar 2019, Proceedings. Kaufmann, P. & Castillo, P. A. (eds.). p. 33-48 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11454 LNCS).

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

  19. 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

  20. 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

  21. Influencers in Multiplayer Online Shooters Evidence of Social Contagion in Playtime and Social Play

    Canossa, A., Azadvar, A., Harteveld, C., Drachen, A. & Deterding, C. S., 2 May 2019, CHI '19 Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. New York : ACM, 12 p.

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

  22. The role of gaming during difficult life experiences

    Iacovides, I. & Mekler, E. D., 2 May 2019, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery (ACM)

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

  23. Perspectives on Assurance Case Development for Retinal Disease Diagnosis Using Deep Learning

    Picardi, C. & Habli, I., Jun 2019, AIME 2019: Artificial Intelligence in Medicine . SPRINGER, p. 365-370 (Lecture Notes in Artificial Intelligence; vol. 11526).

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

  24. Confidence Arguments for Evidence of Performance in Machine Learning for Highly Automated Driving Functions

    Burton, S., Gauerhof, L., Hawkins, R. D., Habli, I. & Sethy, B., 6 Jun 2019, (Accepted/In press) Safecomp 2019 - Workshop on Artificial Intelligence Safety Engineering (Waise) of the 38th International Conference on Computer Safety, Reliability and Security.

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

  25. On-the-fly Translation and Execution of OCL-like Queries on Simulink Models

    Sanchez Pina, B. A., Zolotas, A., Hoyos Rodriguez, H., Kolovos, D. & Paige, R. F., 19 Jun 2019, (Accepted/In press) Proceedings of the ACM/IEEE 22th International Conference on Model Driven Engineering Languages and Systems.

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

  26. From Java to real-time Java: A model-driven methodology with automated toolchain

    Chang, W., Zhao, S., Wei, R., Wellings, A. J. & Burns, A., 23 Jun 2019, LCTES 2019: Proceedings of the 20th ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded Systems. Phoenix AZ USA: ACM, p. 123-134 12 p.

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

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