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  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. Reservoir Computing in Material Substrates

    Dale, M., Miller, J. F., Stepney, S. & Trefzer, M. A., 6 Aug 2021, Reservoir Computing: Theory, Physical Implementations, and Applications. Nakajima, K. & Fischer, I. (eds.). Springer, p. 141-166 26 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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

  25. “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

  26. 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

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