Search research publications and outputs

  1. 2021
  2. InfoVAEGAN : Learning Joint Interpretable Representations by Information Maximization and Maximum Likelihood

    Ye, F. & Bors, A. G., 20 Sep 2021, Proc. IEEE International Conference on Image Processing. IEEE, 5 p.

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

  3. Lifelong Twin Generative Adversarial Networks

    Ye, F. & Bors, A. G., 20 Sep 2021, Proc. of IEEE International Conference on Image Processing (ICIP). IEEE, 5 p.

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

  4. Two-Pathway Style Embedding for Arbitrary Voice Conversion

    Xu, X., Shi, L., Chen, J., Chen, X., Lian, J., Lin, P., Zhang, Z. & Hancock, E. R., 1 Sep 2021, Proc. Interspeech 2021. p. 1364-1368 5 p.

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

  5. Formally Verified Simulations of State-Rich Processes using Interaction Trees in Isabelle/HOL

    Foster, S., Hur, C-K. & Woodcock, J., 13 Aug 2021, International Conference on Concurrency Theory (CONCUR 2021). (LIPIcs).

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

  6. What is a Parasite? Defining reaction and network properties in an open ended automata chemistry

    Stepney, S. & Hickinbotham, S. J., 19 Jul 2021, Artificial Life Conference Proceedings. p. 598-606 9 p.

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

  7. Verifying Graph Programs with Monadic Second-Order Logic

    Wulandari, G. & Plump, D., 18 Jun 2021, Proceedings 14th International Conference on Graph Transformation (ICGT 2021). Gadducci, F. & Kehrer, T. (eds.). Springer, p. 240-261 22 p. (Lecture Notes in Computer Science; vol. 12741).

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

  8. Enhancing the Value of Counterfactual Explanations for Deep Learning

    Jia, Y., McDermid, J. A. & Habli, I., 15 Jun 2021, AIME 2021 : Artificial Intelligence in Medicine in Europe.

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

  9. Classification of Failures in the Perception of Conversational Agents (CAs) and their Implications on Patient Safety

    Aftab, H., Hammad Hussain Shah, S. & Habli, I., 29 May 2021, Public Health and Informatics: Proceedings of MIE 2021. Mantas, J., Stoicu-Tivadar, L., Chronaki, C. C., Hasman, A., Weber, P., Gallos, P., Crişan-Vida, M., Zoulias, E. & Sorina Chirila, O. (eds.). IOS Press, Vol. 281. p. 659-663 5 p. (Studies in Health Technology and Informatics).

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

  10. Are Neural Networks Really the Holy Grail? A Comparison of Multivariate Calibration for Low-cost Environmental Sensors

    Fang, X., Bate, I. J. & Griffin, D. J., 21 May 2021, Science and Technologies for Smart Cities: 6th EAI International Conference, SmartCity360°, Virtual Event, December 2-4, 2020, Proceedings. 1 ed. LNICST: Springer, Vol. 372. p. 442-461

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

  11. Wait, But Why? Assessing Behavior Explanation Strategies for Real-Time Strategy Games

    Robertson, J., Kokkinakis, A., Hook, J. D., Kirman, B., Block, F. O., Ursu, M., Patra, S., Demediuk, S. P., Drachen, A. & Olarewaju, O., 13 May 2021, Proceedings of the 2021 IUI Annual Conference of Intelligent User Interfaces. Association for Computing Machinery (ACM)

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

  12. A Special Interest Group on Designed and Engineered Friction in Interaction

    Gould, S. J. J., Chuang, L. L., Iacovides, I., Garaialde, D., Cecchinato, M. E., Cowan, B. R. & Cox, A. L., 8 May 2021, Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems, CHI EA 2021. Association for Computing Machinery (ACM), 4 p. 158. (Conference on Human Factors in Computing Systems - Proceedings).

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

  13. Fast Parametric Model Checking through Model Fragmentation

    Fang, X., Calinescu, R., Gerasimou, S. & Alhwikem, F., 7 May 2021, 2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE). ACM

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

  14. Cross-Supervised Joint-Event-Extraction with Heterogeneous Information Networks

    Wang, Y., Xu, Z., Bai, L., Wan, Y., Cui, L., Zhao, Q., Hancock, E. R. & Yu, P. S., 6 May 2021, 2020 25th International Conference on Pattern Recognition (ICPR). p. 278-285 8 p.

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

  15. Fast Subspace Clustering Based on the Kronecker Product

    Zhou, L., Bai, X., Zhang, L., Zhou, J. & Hancock, E., 6 May 2021, Proceedings 25th International Conference on Pattern Recognition, ICPR 2021, Milan, Italy, January 10-15, 2021. p. 1558-1565 8 p. (International Conference on Pattern Recognition).

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

  16. HMFlow: Hybrid Matching Optical Flow Network for Small and Fast-Moving Objects

    Yu, S., Zhang, Y., Wang, C., Bai, X., Zhang, L. & Hancock, E. R., 6 May 2021, Proceedings 25th International Conference on Pattern Recognition. p. 1197-1204 8 p. (International Conference on Pattern Recognition).

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

  17. Thermal Characterisation of Unweighted and Weighted Networks

    Wang, J., Wu, H. & Hancock, E. R., 5 May 2021, 2020 25th International Conference on Pattern Recognition (ICPR). p. 1641-1648 8 p.

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

  18. fMRI Brain Networks as Statistical Mechanical Ensembles

    Wu, H., Wang, J. & Hancock, E. R., 5 May 2021, 2020 25th International Conference on Pattern Recognition (ICPR). p. 1694-1700 7 p.

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

  19. Alzheimer's Brain Network Analysis Using Sparse Learning Feature Selection

    Cui, L., Zhang, L., Bai, L., Wang, Y. & Hancock, E. R., 9 Apr 2021, Structural, Syntactic, and Statistical Pattern Recognition. Torsello, A., Rossi, L., Pelillo, M., Biggio, B. & Robles-Kelly, A. (eds.). Cham: Springer International Publishing AG, p. 184-194 11 p.

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

  20. Graph Transformer: Learning Better Representations for Graph Neural Networks

    Wang, B., Cui, L., Bai, L. & Hancock, E. R., 9 Apr 2021, Structural, Syntactic, and Statistical Pattern Recognition. Torsello, A., Rossi, L., Pelillo, M., Biggio, B. & Robles-Kelly, A. (eds.). Cham: Springer International Publishing AG, p. 139-149 11 p.

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

  21. LGL-GNN: Learning Global and Local Information for Graph Neural Networks

    Li, H., Wang, B., Cui, L., Bai, L. & Hancock, E. R., 9 Apr 2021, Structural, Syntactic, and Statistical Pattern Recognition. Torsello, A., Rossi, L., Pelillo, M., Biggio, B. & Robles-Kelly, A. (eds.). Cham: Springer International Publishing AG, p. 129-138 10 p.

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

  22. The Entropy of Graph Embeddings: A Proxy of Potential Mobility in Covid19 Outbreaks

    Escolano, F., Lozano, M. A. & Hancock, E. R., 9 Apr 2021, Structural, Syntactic, and Statistical Pattern Recognition. Torsello, A., Rossi, L., Pelillo, M., Biggio, B. & Robles-Kelly, A. (eds.). Cham: Springer International Publishing AG, p. 195-204 10 p.

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

  23. Weighted Network Analysis Using the Debye Model

    Zhu, H., Wu, H., Wang, J. & Hancock, E. R., 9 Apr 2021, Structural, Syntactic, and Statistical Pattern Recognition. Torsello, A., Rossi, L., Pelillo, M., Biggio, B. & Robles-Kelly, A. (eds.). Cham: Springer International Publishing AG, p. 153-163 11 p.

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

  24. “A Good Algorithm Does Not Steal – It Imitates”: The Originality Report as a Means of Measuring When a Music Generation Algorithm Copies Too Much

    Yin, Z., Reuben, F., Stepney, S. & Collins, T., 2 Apr 2021, Artificial Intelligence in Music, Sound, Art and Design. EvoMUSART 2021. Springer, Vol. 12693. p. 360-375 16 p. 24. (Lecture Notes in Computer Science).

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

  25. An “As Desired” Model of the Software Safety Assurance Lifecycle

    Osborne, M., Hawkins, R. D. & Nicholson, M., 10 Feb 2021, Safety Critical Systems Symposium (SSS '21).

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

  26. Safety Cases: An Impending Crisis?

    Habli, I., Alexander, R. & Hawkins, R. D., 10 Feb 2021, Safety-Critical Systems Symposium (SSS’21). York, UK

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

  27. A Human Ear Reconstruction Autoencoder

    Sun, H., Pears, N. E. & Dai, H., 8 Feb 2021, 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. Springer International Publishing

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

  28. Runtime Decision Making Under Uncertainty in Autonomous Vehicles

    Gautam, V., Gheraibia, Y., Alexander, R. & Hawkins, R. D., 8 Feb 2021, Proceedings of the Workshop on Artificial Intelligence Safety (SafeAI 2021). CEUR Workshop Proceedings, 8 p.

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

  29. Reinforcement Learning with Quantitative Verification for Assured Multi-Agent Policies

    Riley, J., Calinescu, R., Paterson, C., Kudenko, D. & Banks, A., Feb 2021, 13th International Conference on Agents and Artificial Intelligence.

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

  30. FatNet: A Feature-attentive Network for 3D Point Cloud Processing

    Kaul, C., Pears, N. E. & Manandhar, S., 10 Jan 2021, 25th International Conference on Pattern Recognition. Springer International Publishing

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

  31. Penalizing small errors using an Adaptive Logarithmic Loss

    Kaul, C., Pears, N. E., Dai, H., Murray-Smith, R. & Manandhar, S., 10 Jan 2021, 25th International Conference on Pattern Recognition: AIHA-2020 – ICPR International Workshop on Artificial Intelligence for Healthcare Applications. Springer International Publishing

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

  32. Region-based Non-local Operation for Video Classification

    Huang, G. & Bors, A. G., 10 Jan 2021, Proc. International Conference on Pattern Recognition (ICPR). Milan, Italy: IEEE, 8 p.

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

  33. HSS-GCN: A Hierarchical Spatial Structural Graph Convolutional Network for Vehicle Re-identification

    Xu, Z., Wei, L., Lang, C., Feng, S., Wang, T. & Bors, A. G., 9 Jan 2021, Proc. ICPR's Int. Workshop on Human and Vehicle Analysis for Intelligent Urban Computing (IUC). Milan, Italy: Springer, Vol. 12665. p. 356-364 8 p. (Lecture Notes in Computer Science).

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

  34. Less is More: Analysing Communication in Teams of Strangers

    Tan, E., Wade, A., Kokkinakis, A., Heyes, G., Demediuk, S. P. & Drachen, A., 5 Jan 2021, Proceedings of HICSS 54. Proceedings of HICSS 54

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

  35. Open Challenges and Gaps in the Guidance for the Use of Multi-Cores and MPSoCs in Safety-Critical Systems

    Bate, I. J. & Harney, L., 1 Jan 2021, Systems and Covid-19: Proceedings of the 29th Safety-Critical Systems Symposium (SSS’21) 9th-11th February 2021. Parsons, M. & Nicholson, M. (eds.). Safety Critical Systems Club, p. 63-82 19 p.

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

  36. 2020
  37. An Initial Framework Assessing the Safety of Complex Systems

    Burton, S., McDermid, J. A., Garnett, P. & Weaver, R., 7 Dec 2020, CCS2020 - Conference on Complex System 2020. Zenodo, p. 69 1 p.

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

  38. Yap: Tool Support for Deriving Safety Controllers from Hazard Analysis and Risk Assessments

    Gleirscher, M., 7 Dec 2020, Second Workshop on Formal Methods for Autonomous Systems (FMAS2020). Open Publishing Association, Vol. 329. p. 31 47 p. (Electronic Proceedings in Theoretical Computer Science; vol. 329).

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

  39. A Fast Graph Program for Computing Minimum Spanning Trees

    Courtehoute, B. & Plump, D., 3 Dec 2020, Graph Computation Models (GCM 2020), Revised Selected Papers. p. 163-180 18 p. (Electronic Proceedings in Theoretical Computer Science; vol. 330).

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

  40. Verifying Graph Programs with First-Order Logic

    Wulandari, G. & Plump, D., 3 Dec 2020, Graph Computation Models (GCM 2020), Revised Selected Papers. p. 181-200 20 p. (Electronic Proceedings in Theoretical Computer Science; vol. 330).

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

  41. An Empirical Survey-based Study into Industry Practice in Real-time Systems

    Akesson, B., Nasri, M., Nelissen, G., Altmeyer, S. & Davis, R. I., 1 Dec 2020, 2020 IEEE Real-Time Systems Symposium (Proceedings). 9 p.

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

  42. Generating Utilization Vectors for the Systematic Evaluation of Schedulability Tests

    Griffin, D. J., Bate, I. J. & Davis, R. I., 1 Dec 2020, 2020 IEEE Real-Time Systems Symposium (proceedings). 13 p.

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

  43. Pair Trading with an Ontology of SEC Financial Reports

    Erten, C., Chotai, N. & Kazakov, D. L., 1 Dec 2020, The 2020 IEEE Symposium Series on Computational Intelligence: IEEE Symposium on Computational Intelligence for Financial Engineeting and Economics (CIFEr 2020). 8 p.

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

  44. Schedulability Analysis for Adaptive Mixed Criticality Systems with Arbitrary Deadlines and Semi-Clairvoyance

    Burns, A. & Davis, R. I., 1 Dec 2020, 2020 IEEE Real-Time Systems Symposium (Proceedings). 13 p.

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

  45. Safe Reinforcement Learning for Sepsis Treatment

    Jia, Y., Burden, J., Lawton, T. & Habli, I., 30 Nov 2020, 8th IEEE International Conference on Healthcare Informatics .

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

  46. Learning latent representations across multiple data domains using Lifelong VAEGAN

    Ye, F. & Bors, A. G., 12 Nov 2020, European Conference in Computer Vision (ECCV). Manchester, UK: Springer, 18 p. (Lecture Notes in Computer Science).

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

  47. Lifelong learning of interpretable image representations

    Ye, F. & Bors, A. G., 10 Nov 2020, Proc. Int. Conf. on Image Processing, Theory, Tools and Applications (IPTA). Paris, France: IEEE, 6 p.

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

  48. Mixtures of Variational Autoencoders

    Ye, F. & Bors, A. G., 10 Nov 2020, Proc. Int. Conf. on Image Processing, Theory, Tools and Applications (IPTA) . Paris, France: IEEE, 6 p.

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

  49. Learning safe neural network controllers with barrier certificates

    Zhao, H., Zeng, X., Chen, T., Liu, Z. & Woodcock, J., 9 Nov 2020, Dependable Software Engineering. Theories, Tools, and Applications - 6th International Symposium, SETTA 2020, Proceedings. Pang, J. & Zhang, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 177-185 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12153 LNCS).

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

  50. A Grounded Analysis of Player-Described Board Game Immersion

    Farkas, T., Wiseman, S., Cairns, P. A. & Fiebrink, R., 2 Nov 2020, Proceedings of ACM CHI Play 2020. p. 427-437 11 p.

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

  51. Shape from semantic segmentation via the geometric Renyi divergence

    Koizumi, T. & Smith, W. A. P., 2 Nov 2020, IEEE Winter Conference on Applications of Computer Vision (WACV) (proceedings).

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

  52. Warwick Data Store: A Data Structure Abstraction Library

    Kirk, R. O., Nolten, M., Kevis, R., Law, T. R., Maheswaran, S., Wright, S. A., Powell, S., Mudalige, G. R. & Jarvis, S. A., Nov 2020, Proceedings of PMBS 2020: Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems, Held in conjunction with SC 2020: The International Conference for High Performance Computing, Networking, Storage and Analysis. Institute of Electrical and Electronics Engineers Inc., p. 71-85 15 p. 9307883. (Proceedings of PMBS 2020: Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems, Held in conjunction with SC 2020: The International Conference for High Performance Computing, Networking, Storage and Analysis).

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

  53. Safety Controller Synthesis for Collaborative Robots

    Gleirscher, M. & Calinescu, R., 28 Oct 2020, Proceedings of the 25th International Conference on Engineering of Complex Computer Systems (ICECCS).

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

  54. Efficiently Querying Large-Scale Heterogeneous Models

    Ali, Q. U. A., Kolovos, D. & Barmpis, K., 27 Oct 2020, Proceedings of the 23rd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings. New York, NY, USA: Association for Computing Machinery (ACM), (MODELS '20).

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

  55. The Pi-puck Ecosystem: Hardware and Software Support for the e-puck and e-puck2

    Allen, J., Joyce, R. A., Millard, A. G. & Gray, I., 23 Oct 2020, Swarm Intelligence. ANTS 2020.. Dorigo, M., Stützle, T., Blesa, M. J., Blum, C., Hamann, H., Heinrich, M. K. & Strobel, V. (eds.). Cham: Springer, p. 243-255 13 p. (Lecture Notes in Computer Science; vol. 12421).

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

  56. Towards Model-Based Development of Decentralised Peer-to-Peer Data Vaults

    Yohannis, A., De La Vega, A., Kahrobaei, D. & Kolovos, D., 18 Oct 2020, ACM / IEEE 23rd International Conference on Model Driven Engineering Languages and Systems (MODELS). 8 p.

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

  57. Position paper: A systematic framework for categorising IoT device fingerprinting mechanisms

    Yadav, P., Feraudo, A., Arief, B., Shahandashti, S. F. & Vassilakis, V. G., 16 Oct 2020, AIChallengeIoT '20: Proceedings of the 2nd International Workshop on Challenges in Artificial Intelligence and Machine Learning for Internet of Things. Association for Computing Machinery (ACM), p. 62–68 7 p. (ACM AIChallengeIoT (Sensys 2020)).

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

  58. To build, or not to build: ModelFlow, a build solution for MDE projects

    Sanchez, B., Kolovos, D. & Paige, R., 16 Oct 2020, Proceedings - 23rd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, MODELS 2020. Association for Computing Machinery, Inc, p. 1-11 11 p. (Proceedings - 23rd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, MODELS 2020).

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

  59. “It’s just part of being a person”— Sincerity, Support & Self Expression in Vignette Games

    Henderson, T. & Iacovides, J., 8 Oct 2020, Proceedings of DiGRA 2020.

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

  60. 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., 7 Oct 2020, FormaliSE '20: Proceedings of the 8th International Conference on Formal Methods in Software Engineering. ACM

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

  61. Polyglot and Distributed Software Repository Mining with Crossflow

    Matragkas, N., Kolovos, D., Barmpis, K., Neubauer, P. & Paige, R., Oct 2020, MSR '20: Proceedings of the 17th International Conference on Mining Software Repositories. p. 374-384 11 p.

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

  62. Re-Thinking Mixed-Criticality Architecture for Automotive Industry

    Jiang, Z., Zhao, S., Dong, P., Yang, D., Wei, R., Guan, N. & Audsley, N., Oct 2020, Proceedings - 2020 IEEE 38th International Conference on Computer Design, ICCD 2020. Institute of Electrical and Electronics Engineers Inc., p. 510-517 8 p. 9283545. (Proceedings - IEEE International Conference on Computer Design: VLSI in Computers and Processors; vol. 2020-October).

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

  63. A Visual Notation for the Representation of Assurance Cases using SACM

    Selviandro, N., Hawkins, R. D. & Habli, I., 16 Sep 2020, International Symposium on Model-Based Safety and Assessment. Springer, p. 3-18 (LNCS; vol. 12297).

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

  64. A Structured Argument for Assuring Safety of the Intended Functionality (SOTIF)

    Birch, J., Blackburn, D., Botham, J., Habli, I., Higham, D., Monkhouse, H., Price, G. & Ratiu, N., 15 Sep 2020, International Workshop on Artificial Intelligence Safety Engineering . Springer, p. 408-414 (Lecture Notes in Computer Science; vol. 12235).

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

  65. Effective Encodings of Constraint Programming Models to SMT

    Davidson, E., Akgün, Ö., Espasa, J. & Nightingale, P., 7 Sep 2020, Proceedings of the 26th International Conference on Principles and Practice of Constraint Programming. Springer, p. 143-159 17 p. (Lecture Notes in Computer Science; vol. 12333).

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

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

    Ward, F. R. & Habli, I., Sep 2020, ​Third International Workshop on Artificial Intelligence Safety Engineering .

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

  67. 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

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

    Tahir, Z. & Alexander, R., 23 Aug 2020, The Second IEEE International Conference On Artificial Intelligence Testing.

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

  69. Conditional Attention for Content-based Image Retrieval

    Hu, Z. & Bors, A. G., Aug 2020, British Machine Vision Conference (BMVC). Manchester, UK, 13 p.

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

  70. How Systems Engineering and Systems Thinking Enable Innovation

    Beasley, R. & Ingram, C., 18 Jul 2020, 30th INCOSE International Symposium. International Council for Systems Engineering

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

  71. Understanding Uncertainty in Self-adaptive Systems

    Calinescu, R., Mirandola, R., Perez-Palacin, D. & Weyns, D., 17 Jul 2020, 1st IEEE International Conference on Autonomic Computing and Self-Organizing Systems.

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

  72. WARDS: Modelling the Worth of Vision in MOBA’s

    Pedrassoli Chitayat, A., Kokkinakis, A., Patra, S., Demediuk, S., Robertson, J., Olarewaju, O., Ursu, M., Kirman, B., Hook, J., Block, F. & Drachen, A., 4 Jul 2020, Intelligent Computing - Proceedings of the 2020 Computing Conference. Arai, K., Kapoor, S. & Bhatia, R. (eds.). Springer, p. 63-81 19 p. (Advances in Intelligent Systems and Computing; vol. 1229 AISC).

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

  73. 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

  74. Designing Computational Substrates using Open-Ended Evolution

    Dale, M., Stepney, S. & Trefzer, M. A., 1 Jul 2020, Artificial Life Conference Proceedings. MIT Press, p. 665-667 3 p.

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

  75. 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

  76. 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

  77. 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

  78. 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

  79. 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

  80. 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

  81. The Improved GP 2 Compiler

    Campbell, G., Romo, J. & Plump, D., 1 Jun 2020, Proceedings Eleventh International Workshop on Graph Computation Models (GCM 2020). Hoffmann, B. & Minas, M. (eds.). p. 206-217 12 p.

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

  82. 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

  83. 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

  84. Modelling and Verification of Robotic Platforms for Simulation Using RoboStar Technology

    Cavalcanti, A., 22 May 2020, Rigorous State-Based Methods - 7th International Conference, ABZ 2020, Proceedings. Raschke, A., Méry, D. & Houdek, F. (eds.). Springer, p. 3-5 3 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12071 LNCS).

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

  85. 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

  86. 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

  87. 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

  88. CoLearn: enabling federated learning in MUD-compliant IoT edge networks

    Feraudo, A., Yadav, P., Safronov, V., Popescu, D. A., Mortier, R., Wang, S., Bellavista, P. & Crowcroft, J., 25 Apr 2020, EdgeSys '20: Proceedings of the Third ACM International Workshop on Edge Systems, Analytics and Networking. ACM, p. 25–30 6 p.

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

  89. 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

  90. Semi-Clairvoyance in Mixed-Criticality Scheduling

    Agrawa, K., Baruah, S. & Burns, A., 2 Apr 2020, 2019 IEEE Real-Time Systems Symposium (RTSS). I E E E, p. 458-468 11 p. (IEEE Real-Time Systems Symposium (RTSS)).

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

  91. Synthesizing Real-Time Schedulability Tests using Evolutionary Algorithms: A Proof of Concept

    Dziurzanski, P., Davis, R. I. & Soares Indrusiak, L., 2 Apr 2020, Proceedings of the 40th IEEE Real-Time Systems Symposium. p. 43-55 (Real-Time Systems Symposium).

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

  92. 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

  93. 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

  94. 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

  95. 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

  96. Benchmarking TinyML Systems: Challenges and Direction

    Banbury, C. R., Reddi, V. J., Lam, M., Fu, W., Fazel, A., Holleman, J., Huang, X., Hurtado, R., Kanter, D., Lokhmotov, A., Patterson, D., Pau, D., Seo, J., Sieracki, J., Thakker, U., Verhelst, M. & Yadav, P., 10 Mar 2020, SysML 2020, Proceedings.

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

  97. Minimizing Execution Duration in the Presence of Learning-Enabled Components

    Agrawa, K., Baruah, S., Burns, A. & Singh, A., 1 Mar 2020, DATE '20: Proceedings of the 23rd Conference on Design, Automation and Test in Europe March 2020. ACM, p. 1644-1649 6 p.

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

  98. 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

  99. 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

  100. 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

  101. 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

  102. 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

Previous 1 2 3 4 5 6 7 8 ...23 Next