Search research publications and outputs

  1. 2020
  2. Assuring the Safety of Machine Learning for Pedestrian Detection at Crossings

    Gauerhof, L., Hawkins, R. D., Picardi, C., Paterson, C., Hagiwara, Y. & Habli, I., Sep 2020, SAFECOMP 2020 (39th International Conference on Computer Safety, Reliability and Security).

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

  3. Efficient Generation of Graphical Model Views via Lazy Model-to-Text Transformation

    Kolovos, D., De La Vega, A. & Cooper, J., 13 Jul 2020, (Accepted/In press) ACM/IEEE 23rd International Conference on Model Driven Engineering Languages and Systems (MODELS ’20).

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

  4. How do Software Professionals Use Local Informal Meetups?

    Ingram, C. & Drachen, A., 7 Jul 2020.

    Research output: Contribution to conferenceOther

  5. Constraining remote oxidation capacity with ATom observations

    Travis, K. R., Heald, C. L., Allen, H. M., Apel, E. C., Arnold, S. R., Blake, D. R., Brune, W. H., Chen, X., Commane, R., Crounse, J. D., Daube, B. C., Diskin, G. S., Elkins, J. W., Evans, M. J., Hall, S. R., Hintsa, E. J., Hornbrook, R. S., Kasibhatla, P. S., Kim, M. J., Luo, G. & 12 others, McKain, K., Millet, D. B., Moore, F. L., Peischl, J., Ryerson, T. B., Sherwen, T., Thames, A. B., Ullmann, K., Wang, X., Wennberg, P. O., Wolfe, G. M. & Yu, F., 3 Jul 2020

    Article in Atmospheric Chemistry and Physics

  6. "Look Ma, no landmarks!" - Unsupervised, model-based dense face alignment

    Koizumi, T. & Smith, W. A. P., 2 Jul 2020, (Accepted/In press) 16th European Conference on Computer Vision (ECCV 2020) Proceedings. Springer-Verlag, (LNCS).

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

  7. Least squares surface reconstruction on arbitrary domains

    Zhu, D. & Smith, W. A. P., 2 Jul 2020, (Accepted/In press) 16th European Conference on Computer Vision (ECCV 2020) Proceedings. Springer-Verlag, (Lecture Notes in Computer Science).

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

  8. Self-supervised Outdoor Scene Relighting

    Yu, Y., Meka, A., Elgharib, M., Seidel, H-P., Theobalt, C. & Smith, W. A. P., 2 Jul 2020, (Accepted/In press) 16th European Conference on Computer Vision (ECCV 2020) Proceedings. Springer-Verlag, (Lecture Notes in Computer Science).

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

  9. A Quantum-inspired Entropic Kernel for Multiple Financial Time Series Analysis

    Bai, L., Cui, L., Wang, Y., Jiao, Y. & Hancock, E. R., 1 Jul 2020, Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI-20. International Joint Conferences on Artificial Intelligence Organization, p. 4453-4460 8 p.

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

  10. Learning for Graph Matching and Related Combinatorial Optimization Problems

    Yan, J., Yang, S. & Hancock, E. R., 1 Jul 2020, Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI-20. International Joint Conferences on Artificial Intelligence Organization, p. 4988-4996 9 p.

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

  11. Practical Measurement and Reconstruction of Spectral Skin Reflectance

    Gitlina, Y., Guarnera, G. C., Dhillon, D. S., Hansen, J., Lattas, A., Pai, D. & Ghosh, A., Jul 2020

    Article in Computer graphics forum

  12. Automatic Similarity Detection in LEGO Ducks

    Ferguson, M., Deterding, C. S., Lieberoth, A., Malmdorf Andersen, M., Devlin, S., Kudenko, D. & Walker, J. A., 30 Jun 2020, (Accepted/In press) ICCC'20: Eleventh International Conference on Computational Creativity. Association for Computational Creativity (ACC), 4 p.

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

  13. Long-distance continuous-variable quantum key distribution over 202.81 km fiber

    Zhang, Y-C., Chen, Z., Pirandola, S., Wang, X., Zhou, C., Chu, B., Zhao, Y., Xu, B., Yu, S. & Guo, H., 30 Jun 2020

    Article in Physical Review Letters

  14. Confluence up to Garbage

    Plump, D. & Campbell, G., 25 Jun 2020, Proceedings 13th International Conference on Graph Transformation (ICGT 2020). Gadducci, F. & Kehrer, T. (eds.). Springer, Vol. 12150. p. 20-37 18 p. (Lecture Notes in Computer Science).

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

  15. Calculating effect sizes in animal social network analysis

    Franks, D. W., Weiss, M. N., Silk, M. J., Perryman, R. J. Y. & Croft, D. P., 21 Jun 2020

    Article in Methods in ecology and evolution

  16. A Novel Flow Control Mechanism to Avoid Multi-Point Progressive Blocking in Hard Real-Time Priority-Preemptive NoCs

    Burns, A., Soares Indrusiak, L., Smirnov, N. & Harrison, J., 11 Jun 2020, 26th IEEE Real-Time and Embedded Technology and Applications Symposium: Proceedings. IEEE

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

  17. Elastic Scheduling of Parallel Real-Time Tasks with Discrete Utilizations

    Orr, J., Uribe, J. C., Gill, C., Baruah, S., Agrawal, K., Dyke, S., Prakash, A., Bate, I., Wong, C. & Adhikari, S., 9 Jun 2020, Proceedings of the 28th International Conference on Real-Time Networks and Systems. New York, NY, USA: Association for Computing Machinery (ACM), p. 117–127 11 p. (RTNS 2020).

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

  18. Establishing Confidence and Understanding Uncertainty in Real-Time Systems

    Bate, I., Griffin, D. & Lesage, B., 9 Jun 2020, Proceedings of the 28th International Conference on Real-Time Networks and Systems. New York, NY, USA: Association for Computing Machinery (ACM), p. 67–77 11 p. (RTNS 2020).

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

  19. Justifying the Service Provided to Low Criticality Tasks in a Mixed Criticality System

    Law, S., Bate, I. & Lesage, B., 9 Jun 2020, Proceedings of the 28th International Conference on Real-Time Networks and Systems. New York, NY, USA: Association for Computing Machinery (ACM), p. 100–110 11 p. (RTNS 2020).

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

  20. Metagame Autobalancing for Competitive Multiplayer Games

    Hernandez, D., Gbadamosi, C., Goodman, J. & Walker, J. A., 5 Jun 2020, Proceedings of the IEEE Conference on Games 2020. IEEE, 8 p.

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

  21. An Assurance Case Pattern for the Interpretability of Machine Learning in Safety-Critical Systems

    Ward, F. R. & Habli, I., Jun 2020, (Accepted/In press) ​Third International Workshop on Artificial Intelligence Safety Engineering .

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

  22. Human-swarm interaction via e-ink displays

    Millard, A. G., Joyce, R. A. & Gray, I., 31 May 2020.

    Research output: Contribution to conferencePaper

  23. How Software Practitioners Use Informal Local Meetups to Share Software Engineering Knowledge

    Ingram, C. & Drachen, A., 29 May 2020, 42nd International Conference on Software Engineering. ACM

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

  24. Player Style Clustering without Game Variables

    Ferguson, M., Devlin, S., Kudenko, D. & Walker, J. A., 28 May 2020, (Accepted/In press) Proceedings of the International Conference on the Foundations of Digital Games (FDG) 2020. ACM

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

  25. End-to-End Verifiable E-Voting Trial for Polling Station Voting at Gateshead

    Hao, F., Wang, S., Bag, S., Procter, R., Shahandashti, S. F., Mehrnezhad, M., Toreini, E., Metere, R. & Liu, L., 26 May 2020, (Accepted/In press)

    Article in IEEE Security & Privacy

  26. Generating Real-World Impact from Academic Research: Experience Report from a University Impact Hub

    Ingram, C., Chubb, J. A., Boardman, C. & Ursu, M., 26 May 2020, IEEE/ACM 42nd International Conference on Software Engineering Workshops: 7th International Workshop on Software Engineering Research and Industrial Practice. ACM

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

  27. Convex optimization of programmable quantum computers

    Banchi, L., Pereira, J., Lloyd, S. & Pirandola, S., 19 May 2020

    Article in npj Quantum Information

  28. Management of container-based genetic algorithm workloads over cloud infrastructure

    Alrefai, T. & Soares Indrusiak, L., 11 May 2020, CF '20: Proceedings of the 17th ACM International Conference on Computing Frontiers. ACM, p. 229-232 4 p.

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

  29. Microwave quantum illumination using a digital receiver

    Barzanjeh, S., Pirandola, S., Vitali, D. & Fink, J., 8 May 2020

    Article in Science Advances

  30. Design and Implementation of Novel Fractional-Order Controllers for Stabilized Platforms

    Zhang, J., Jin, Z., Zhao, Y., Tang, Y., Liu, F. & Liu, P., 6 May 2020, (Accepted/In press)

    Article in IEEE Access

  31. ALL IN ONE NETWORK FOR DRIVER ATTENTION MONITORING

    Yang, D., Li, X., Dai, X., Zhang, R., Qi, L., Zhang, W. & Jiang, Z., May 2020

    Conference article in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing

  32. Learning Spatio-Temporal Representations with Temporal Squeeze Pooling

    Huang, G. & Bors, A. G., May 2020, Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). IEEE, 5 p.

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

  33. Three perceptual dimensions for specular and diffuse reflection

    Toscani, M., Guarnera, D., Guarnera, C., Hardeberg, J. Y. & Gegenfurtner, K., May 2020

    Article in ACM Transactions on Applied Perception

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

    Bai, L., Jiao, Y., Cui, L. & Hancock, E. R., 30 Apr 2020, Machine Learning and Knowledge Discovery in Databases. Brefeld, U., Fromont, E., Hotho, A., Knobbe, A., Maathuis, M. & Robardet, C. (eds.). Cham: Springer International Publishing, p. 464-482 19 p. (Lecture Notes in Computer Science; vol. 11906).

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

  35. Towards a complete 3D morphable model of the human head

    Ploumpis, S., Ververas, E., O'Sullivan, E., Moschoglou, S., Wang, H., Pears, N. E., Smith, W. A. P., Gecer, B. & Zafeiriou, S., 26 Apr 2020, (Accepted/In press)

    Article in IEEE Transactions on Pattern Analysis and Machine Intelligence

  36. DAX: Data-Driven Audience Experiences in Esports

    Kokkinakis, A., Demediuk, S. P., Nölle, I., Olarewaju, O., Patra, S., Robertson, J., York, P., Pedrassoli Chitayat, A., Coates, A., Slawson, D., Hughes, P., Hardie, N., Kirman, B., Hook, J. D., Drachen, A., Ursu, M. & Block, F. O., 15 Apr 2020, (Accepted/In press) Proceedings of ACM International Conference on Interactive Media Experience (IMX) 2020. Association for Computing Machinery (ACM), p. 1-12 12 p.

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

  37. MCS-IOV: Real-time I/o virtualization for mixed-criticality systems

    Jiang, Z., Audsley, N., Dong, P., Guan, N., Dai, X. & Wei, L., 3 Apr 2020, Proceedings - 2019 IEEE 40th Real-Time Systems Symposium, RTSS 2019. Institute of Electrical and Electronics Engineers Inc., p. 326-338 13 p. 9052193. (Proceedings - Real-Time Systems Symposium; vol. 2019-December).

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

  38. Automated Algebraic Reasoning for Collections and Local Variables with Lenses

    Foster, S. D. & Baxter, J., 1 Apr 2020, 18th International Conference on Relational and Algebraic Methods in Computer Science (RAMiCS 2020). Lecture Notes in Computer Science, 16 p.

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

  39. Differential Hoare Logics and Refinement Calculi for Hybrid Systems with Isabelle/HOL

    Munive, J. H. Y., Struth, G. & Foster, S. D., 1 Apr 2020, 18th International Conference on Relational and Algebraic Methods in Computer Science (RAMiCS 2020). Lecture Notes in Computer Science, 16 p.

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

  40. Addressing resource contention and timing predictability for multi-core architectures with shared memory interconnects

    Wang, H., Audsley, N. C. & Chang, W., Apr 2020, Proceedings - 2020 IEEE Real-Time and Embedded Technology and Applications Symposium, RTAS 2020. Institute of Electrical and Electronics Engineers Inc., p. 70-81 12 p. 9113099. (Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium, RTAS; vol. 2020-April).

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

  41. Global inorganic nitrate production mechanisms: comparison of a global model with nitrate isotope observations

    Alexander, B., Sherwen, T., D Holmes, C., A Fisher, J., Chen, Q., J Evans, M. & Kasibhatla, P., 31 Mar 2020

    Article in Atmospheric Chemistry and Physics

  42. TEVoT: Timing error modeling of functional units under dynamic voltage and temperature variations

    Jiao, X., Ma, D., Chang, W. & Jiang, Y., 26 Mar 2020, (Accepted/In press) Design Automation Conference (DAC).

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

  43. Timing-accurate general-purpose I/O for multi- and many-core systems: scheduling and hardware support

    Zhao, S., Jiang, Z., Dai, X., Bate, I. J., Habli, I. & Chang, W., 26 Mar 2020, (Accepted/In press) Design Automation Conference (DAC).

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

  44. CPS-oriented modeling and control of traffic signals using adaptive back pressure

    Chang, W., Roy, D., Zhao, S., Annaswamy, A. & Chakraborty, S., 13 Mar 2020, Design, Automation and Test in Europe Conference (DATE).

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

  45. Formal Model-Based Assurance Cases in Isabelle/SACM: An Autonomous Underwater Vehicle Case Study

    Foster, S. D., Nemouchi, Y., O'Halloran, C., Tudor, N. & Stephenson, K., 2 Mar 2020, (Accepted/In press) Formal Methods in Software Engineering (FormaliSE 2020): Proceedings of the 8th International Conference. ACM

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

  46. Terahertz quantum cryptography

    Ottaviani, C., Woolley, M. J., Erementchouk, M., Federici, J. F., Mazumder, P., Pirandola, S. & Weedbrook, C., Mar 2020

    Article in IEEE Journal on Selected Areas in Communication

  47. Effects of Sea Salt Aerosol Emissions for Marine Cloud Brightening on Atmospheric Chemistry: Implications for Radiative Forcing

    Horowitz, H. M., Holmes, C., Wright, A., Sherwen, T., Wang, X., Evans, M., Huang, J., Jaeglé, L., Chen, Q., Zhai, S. & Alexander, B., 28 Feb 2020

    Article in Geophysical Research Letters

  48. A Morphable Face Albedo Model

    Smith, W. A. P., Seck, A., Dee, H., Tiddeman, B., Tenenbaum, J. & Egger, B., 27 Feb 2020, (Accepted/In press) Proceeding of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2020) . IEEE

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

  49. Assurance Argument Patterns and Processes for Machine Learning in Safety-Related Systems

    Picardi, C., Paterson, C., Hawkins, R. D., Calinescu, R. & Habli, I., 27 Feb 2020, Proceedings of the Workshop on Artificial Intelligence Safety (SafeAI 2020). CEUR Workshop Proceedings, p. 23-30 (CEUR Workshop Proceedings; vol. 2560).

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

  50. Multilinear cryptography using nilpotent groups

    Kahrobaei, D., Tortora, A. & Tota, M., 26 Feb 2020, Elementary Theory of Groups and Group Rings, and Related Topics: Proceedings of the Conference held at Fairfield University and at the Graduate Center, CUNY, November 1-2, 2018. Baginski, P., Fine, B., Moldenhauer, A., Rosenberger, G. & Vladimir, S. (eds.). de Gruyter, p. 127-134 (De Gruyter Proceedings in Mathematics).

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

  51. Revisiting Security Vulnerabilities in Commercial Password Managers

    Carr, M. & Shahandashti, S. F., 11 Feb 2020, (Accepted/In press).

    Research output: Contribution to conferencePaper

  52. Element-specific spin and orbital moments and perpendicular magnetic anisotropy in Ta/CoFeB/MgO structures

    Yan, Y., Lu, X., Liu, B., Zhang, X., Zheng, X., Meng, H., Liu, W., Wang, J., Will, I. G., Wu, J., Wong, P. K. J., Cai, J., Du, J., Zhang, R. & Xu, Y., 10 Feb 2020

    Article in Journal of Applied Physics

  53. A Hierarchical Transitive-Aligned Graph Kernel for Un-attributed Graphs

    Bai, L., Cui, L. & Hancock, E. R., 8 Feb 2020, 8 p. (arXiv).

    Research output: Working paper

  54. Human Factors of Using Artificial Intelligence in Healthcare: Challenges That Stretch Across Industries

    Sujan, M., Furniss, D., Hawkins, R. D. & Habli, I., Feb 2020, Safety-Critical Systems Symposium.

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

  55. Modular Safety Cases for the Assurance of Industry 4.0

    Jaradat, O., Sljivo, I., Hawkins, R. D. & Habli, I., Feb 2020, Safety-Critical Systems Symposium.

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

  56. Safety Assurance Objectives for Autonomous Systems

    Alexander, R., Asgari, H., Ashmore, R., Banks, A., Bongirwar, R., Bradshaw, B., Bragg, J., Clegg, J., Fenn, J., Harper, C., Harvey, D., Johnson, N., Menon, C., Rivett, R. S., Ryan, P., Sujan, M., Tudor, N. & Tushingham, S., Feb 2020, 2.0 ed. Safety Critical Systems Club. 112 p.

    Research output: Book/ReportBook

  57. How Players Learn Team-versus-Team Esports: First Results from A Grounded Theory Study

    Hesketh, J., Deterding, C. S. & Gow, J., 31 Jan 2020, DiGRA'20 Abstract - Proceedings of the 2020 DiGRA International Conference. Tampere, (DiGRA conference proceedings).

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

  58. The Convergence of Gaming and Gambling Research: What Can We Learn from Each Other?

    Deterding, C. S., Karlsen, F., Macey, J., Mortensen, T. E., Wardle, H. & Zendle, D., 31 Jan 2020, (Accepted/In press) DiGRA'20 - Abstract: Proceedings of the 2020 DiGRA International Conference. Tampere, (DiGRA conference proceedings).

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

  59. Fine structure in the α decay of 223U

    Sun, M. D., Liu, Z., Huang, T. H., Zhang, W. Q., Andreyev, A. N., Ding, B., Wang, J. G., Liu, X. Y., Lu, H. Y., Hou, D. S., Gan, Z. G., Ma, L., Yang, H. B., Zhang, Z. Y., Yu, L., Jiang, J., Wang, K. L., Wang, Y. S., Liu, M. L., Li, Z. H. & 12 others, Li, J., Wang, X., Feng, A. H., Lin, C. J., Sun, L. J., Ma, N. R., Zuo, W., Xu, H. S., Zhou, X. H., Xiao, G. Q., Qi, C. & Zhang, F. S., 20 Jan 2020

    Article in Physics Letters B

  60. Coverage based testing for V&V and Safety Assurance of Self-driving Autonomous Vehicle : A Systematic Literature Review

    Tahir, Z. & Alexander, R., 10 Jan 2020, (Accepted/In press) The Second IEEE International Conference On Artificial Intelligence Testing.

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

  61. InverseRenderNet: Learning single image inverse rendering

    Yu, Y. & Smith, W. A. P., 9 Jan 2020, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). p. 3150-3159 10 p.

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

  62. Direct observation of hidden spin polarization in 2H-MoT e2

    Tu, J., Chen, X. B., Ruan, X. Z., Zhao, Y. F., Xu, H. F., Chen, Z. D., Zhang, X. W., Zhang, X. W., Wu, J., He, L., Zhang, Y., Zhang, R. & Xu, Y. B., 3 Jan 2020

    Article in Physical Review B

  63. Importance-Driven Deep Learning System Testing

    Gerasimou, S., Eniser, H. F. & Sen, A., 2020, 42nd International Conference on Software Engineering.

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

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