1. 2022
  2. Published

    Hyperbolic Personalized Tag Recommendation

    Zhao, W., Zhang, A., Shang, L., Yu, Y., Zhang, L., Wang, C., Chen, J. & Yin, H., 8 Apr 2022, International Conference on Database Systems for Advanced Applications. Vol. 13426. p. 216–231 (Lecture Notes in Computer Science).

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

  3. Submitted

    Privacy-Preserving Federated Learning for Value-Added Service Platform in Advanced Metering Infrastructure

    Zhang, X., Córdoba-Pachón, J-R., Watkins, C. & Kuenzel, S., 8 Apr 2022, (Submitted) In: IEEE Transactions on Computational Social Systems.

    Research output: Contribution to journalArticlepeer-review

  4. Published

    Multi-Quantile Recurrent Neural Network for Feeder-Level Probabilistic Energy Disaggregation Considering Roof-Top Solar Energy

    Zhang, X., Watkins, C. & Kuenzel, S., Apr 2022, In: Engineering Applications of Artificial Intelligence. 104707.

    Research output: Contribution to journalArticlepeer-review

  5. Published

    FAIR Principles for Research Software (FAIR4RS Principles)

    Shanahan, H., 16 Mar 2022

    Research output: Other contribution

  6. E-pub ahead of print

    Attention Guidance Agents with Eye-tracking: A use-case based on the MATBII cockpit task

    Durant, S., Wilkins, B., Woods, C., Uliana, E. & Stathis, K., 10 Mar 2022, (E-pub ahead of print) Post-Proceedings of EMAS'21. Springer, (LNCS).

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

  7. Forthcoming

    Optimizing Reachability Sets in Temporal Graphs by Delaying

    Deligkas, A. & Potapov, I., 6 Mar 2022, (Accepted/In press) In: Information and Computation. 104890.

    Research output: Contribution to journalArticlepeer-review

  8. Published

    Dynamic cyber risk estimation with competitive quantile autoregression

    Dzhamtyrova, R. & Maple, C., Mar 2022, In: Data Mining and Knowledge Discovery. 36, p. 513–536

    Research output: Contribution to journalArticlepeer-review

  9. Submitted

    Learning to Identify Perceptual Bugs in 3D Video Games

    Wilkins, B. & Stathis, K., 28 Feb 2022, (Submitted) In: ArXiv.org.

    Research output: Contribution to journalArticle

  10. Published

    Admissible ways of merging p-values under arbitrary dependence

    Vovk, V., Wang, B. & Wang, R., Feb 2022, In: The Annals of Statistics. 50, 1, p. 351-375 25 p.

    Research output: Contribution to journalArticlepeer-review

  11. Published

    Sound classification using evolving ensemble models and Particle Swarm Optimization

    Zhang, L., Lim, C. P., Yu, Y. & Jiang, M., Feb 2022, In: Applied Soft Computing. 116, 108322.

    Research output: Contribution to journalArticlepeer-review

  12. Published

    An evolving ensemble model of multi-stream convolutional neural networks for human action recognition in still images

    Slade, S., Zhang, L., Yu, Y. & Lim, C. P., 30 Jan 2022, In: Neural Computing and Applications.

    Research output: Contribution to journalArticlepeer-review

  13. Published

    A Unifying Framework for Characterizing and Computing Width Measures

    Eiben, E., Ganian, R., Hamm, T., Jaffke, L. & Kwon, O. J., 25 Jan 2022, p. 63:1--63:23. 23 p.

    Research output: Contribution to conferencePaperpeer-review

  14. Forthcoming

    Hybrid Short-Term Load Forecasting Method Based on Empirical Wavelet Transform and Bidirectional Long Short-Term Memory Neural Networks

    Zhang, X., Kuenzel, S., Colombo, N. & Watkins, C., 25 Jan 2022, (Accepted/In press) In: Journal of Modern Power Systems and Clean Energy.

    Research output: Contribution to journalArticlepeer-review

  15. Published

    Twenty seconds of visual behaviour on social media gives insight into personality

    Woods, C., Luo, Z., Watling, D. & Durant, S., 21 Jan 2022, In: Scientific Reports. 12, 1, p. 1-11 11 p., 1178.

    Research output: Contribution to journalArticlepeer-review

  16. Published

    Deep Learning Based Fault Prediction in Wireless Sensor Network Embedded Cyber-Physical Systems for Industrial Processes

    Ruan, H., Dorneanu, B., Mohamed, A., Arellano-Garcia, H., Xiao, P. & Zhang, L., 20 Jan 2022, In: IEEE Access.

    Research output: Contribution to journalArticlepeer-review

  17. E-pub ahead of print

    Convergence and Correctness of Belief Propagation for Weighted Min-Max Flow

    Dai, G., Guo, L., Gutin, G., Zhang, X. & Zhang, Z., 13 Jan 2022, (E-pub ahead of print) In: Discrete Applied Mathematics.

    Research output: Contribution to journalArticlepeer-review

  18. E-pub ahead of print

    Solving String Constraints With Regex-Dependent Functions Through Transducers With Priorities And Variables

    Chen, T., Flores Lamas, A., Hague, M., Han, Z., Hu, D., Kan, S., Lin, A., Ruemmer, P. & Wu, Z., 12 Jan 2022, (E-pub ahead of print) Principles of Programming Languages 2022. ACM, Vol. 6. p. 1-31 31 p. 45

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

  19. Forthcoming

    Deep Learnable Strategy Templates for Multi-Issue Bilateral Negotiation

    Bagga, P., Paoletti, N. & Stathis, K., 2022, (Accepted/In press).

    Research output: Contribution to conferencePaperpeer-review

  20. Forthcoming

    Heterogeneous Facility Location with Limited Resources

    Deligkas, A., Filos-Ratsikas, A. & Voudouris, A., 2022, (Accepted/In press) AAAI Conference on Artificial Intelligence, AAAI 2022.

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

  21. Published

    How to be FAIR with your data

    Shanahan, H., 2022, Göttingen: Göttingen University Press. 203 p.

    Research output: Book/ReportBook

  22. Published

    Machine Learning for Probabilistic Prediction

    Manokhin, V., 2022

    Research output: ThesisDoctoral Thesis

  23. Published

    Malware in Motion

    Choudhury, R., Luo, Z. & Nguyen, K., 2022, p. 595-602.

    Research output: Contribution to conferencePaperpeer-review

  24. Forthcoming

    Modern Type Theories: Their Development and Applications

    Luo, Z., 2022, (Accepted/In press) Tsinghua University Press.

    Research output: Book/ReportBook

  25. Published

    Parameterized Complexity of Hotelling-Downs with Party Nominees

    Deligkas, A., Eiben, E. & Goldsmith, T-L., 2022, International Joint Conference on Artificial Intelligence, IJCAI 2022. p. 244-250

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

  26. Forthcoming

    Pizza Sharing is PPA-hard

    Deligkas, A., Fearnley, J. & Melissourgos, T., 2022, (Accepted/In press).

    Research output: Contribution to conferencePaperpeer-review

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