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. 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

  8. 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

  9. 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

  10. 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

  11. 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

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