Search research publications and outputs

  1. 2021
  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. Atmospheric conditions and composition that influence PM2.5 oxidative potential in Beijing, China

    Campbell, S. J., Wolfer, K., Utinger, B., Westwood, J., Zhang, Z. H., Bukowiecki, N., Steimer, S. S., Vu, T. V., Xu, J., Straw, N., Thomson, S., Elzein, A., Sun, Y., Liu, D., Li, L., Fu, P., Lewis, A. C., Harrison, R. M., Bloss, W. J., Loh, M. & 3 others, Miller, M. R., Shi, Z. & Kalberer, M., 12 Apr 2021

    Article in Atmospheric Chemistry and Physics

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. Mixture models as a method for comparative sociality: social networks and demographic change in resident killer whales

    Ellis, S., Franks, D. W., Weiss, M., Cant, M. A., Domenici, P., Balcomb, K. C., Ellifrit, D. K. & Croft, D. P., 5 Apr 2021

    Article in Behavioral Ecology and Sociobiology

  14. “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

  15. 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

  16. 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

  17. Cryo-EM model validation recommendations based on outcomes of the 2019 EMDataResource challenge

    Lawson, C. L., Kryshtafovych, A., Adams, P. D., Afonine, P. V., Baker, M. L., Barad, B. A., Bond, P., Burnley, T., Cao, R., Cheng, J., Chojnowski, G., Cowtan, K., Dill, K. A., DiMaio, F., Farrell, D. P., Fraser, J. S., Herzik, M. A., Hoh, S. W., Hou, J., Hung, L. W. & 34 others, Igaev, M., Joseph, A. P., Kihara, D., Kumar, D., Mittal, S., Monastyrskyy, B., Olek, M., Palmer, C. M., Patwardhan, A., Perez, A., Pfab, J., Pintilie, G. D., Richardson, J. S., Rosenthal, P. B., Sarkar, D., Schäfer, L. U., Schmid, M. F., Schröder, G. F., Shekhar, M., Si, D., Singharoy, A., Terashi, G., Terwilliger, T. C., Vaiana, A., Wang, L., Wang, Z., Wankowicz, S. A., Williams, C. J., Winn, M., Wu, T., Yu, X., Zhang, K., Berman, H. M. & Chiu, W., 4 Feb 2021

    Article in Nature Methods

  18. 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

  19. Homodyne-based quantum random number generator at 2.9 Gbps secure against quantum side-information

    Gehring, T., Lupo, C., Kordts, A., Nikolic, D. S., Jain, N., Rydberg, T., Pedersen, T. B., Pirandola, S. & Andersen, U. L., 27 Jan 2021

    Article in Nature Communications

  20. Experimental quantum reading with photon counting

    Ortolano, G., Losero, E., Berchera, I. R., Pirandola, S. & Genovese, M., 20 Jan 2021

    Article in Science Advances

  21. 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

  22. 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

  23. 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

  24. 2020
  25. Echo Suite of Software (Showcase Brochure)

    Block, F. O., Ursu, M., Hook, J. D., Kirman, B., Drachen, A., Demediuk, S. P., Kokkinakis, A., Olarewaju, O., Slawson, D., Coates, A., Pedrassoli Chitayat, A., Patra, M. K. & Noelle, I., 20 Dec 2020.

    Research output: Contribution to conferenceOther

  26. On (Emergent) Systematic Generalisation and Compositionality in Visual Referential Games with Straight-Through Gumbel-Softmax Estimator

    Denamganai, K. & Walker, J. A., 12 Dec 2020.

    Research output: Contribution to conferencePaperpeer-review

  27. ReferentialGym: A Nomenclature and Framework for Language Emergence & Grounding in (Visual) Referential Games

    Denamganai, K. & Walker, J. A., 12 Dec 2020.

    Research output: Contribution to conferencePaperpeer-review

  28. 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

  29. 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

  30. 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

  31. 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

  32. 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

  33. 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

  34. 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

  35. 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

  36. 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

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