1. 2022
  2. Published

    Recent Advances in AI-enabled Automated Medical Diagnosis

    Jiang, R., Zhang, L., Wei, H-L., Crookes, D. & Chazot, P., 20 Oct 2022, 1st ed. New York: CRC Press. 370 p.

    Research output: Book/ReportBook

  3. Published

    Learning Approximately Optimal Contracts

    Cohen, A., Deligkas, A. & Koren, M., 12 Sep 2022, International Symposium on Algorithmic Game Theory (SAGT 2022). p. 331 346 p.

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

  4. E-pub ahead of print

    A multirobot system for autonomous deployment and recovery of a blade crawler for operations and maintenance of offshore wind turbine blades

    Jiang, Z., Jovan, F., Moradi, P., Richardson, T., Bernardini, S., Watson, S., Weightman, A. & Hine, D., 7 Sep 2022, (E-pub ahead of print) In: Journal of Field Robotics.

    Research output: Contribution to journalArticlepeer-review

  5. Forthcoming

    Two's company, three's a crowd: Consensus-halving for a constant number of agents

    Deligkas, A., Filos-Ratsikas, A. & Hollender, A., 7 Sep 2022, (Accepted/In press) In: Artificial Intelligence.

    Research output: Contribution to journalArticlepeer-review

  6. Published

    A Polynomial-Time Algorithm for 1/3-Approximate Nash Equilibria in Bimatrix Games

    Deligkas, A., Fasoulakis, M. & Markakis, E., 1 Sep 2022, 30th Annual European Symposium on Algorithms (ESA 2022).

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

  7. Forthcoming

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

    Zhang, X., Córdoba-Pachón, J-R., Watkins, C. & Kuenzel, S., 30 Aug 2022, (Accepted/In press) In: IEEE Transactions on Computational Social Systems.

    Research output: Contribution to journalArticlepeer-review

  8. Published

    Conformal testing: binary case with Markov alternatives

    Vovk, V., Nouretdinov, I. & Gammerman, A., 26 Aug 2022, 2022 Conformal and Probabilistic Prediction and Applications. Proceedings of Machine Learning Research, 2022 Conformal and Probabilistic Prediction and Applications, Vol. 179. 12 p.

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

  9. Published

    Prediction of Energy Consumption with Inductive Venn-Abers Predictive Distribution

    Nouretdinov, I., 26 Aug 2022, 2 p. Proceedings of Machine Learning Research, 2022 Conformal and Probabilistic Prediction and Applications.

    Research output: Other contribution

  10. Published

    On efficiency of Learning Under Privileged Information

    Nouretdinov, I., 25 Aug 2022, 11th Symposium on Conformal and Probabilistic Prediction with Applications. Brighton, UK: Proceedings of Machine Learning Research, 2022 Conformal and Probabilistic Prediction and Applications, Vol. 179. 14 p.

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

  11. Published

    The Complexity of Periodic Energy Minimisation

    Adamson, D., Deligkas, A., Gusev, V. & Potapov, I., 22 Aug 2022, 47th International Symposium on Mathematical Foundations of Computer Science (MFCS 2022).

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

  12. E-pub ahead of print

    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., 9 Aug 2022, (E-pub ahead of print) In: Journal of Modern Power Systems and Clean Energy. p. 1216-1228

    Research output: Contribution to journalArticlepeer-review

  13. Published

    In-Motion Initial Alignment Method Based on Vector Observation and Truncated Vectorized K-Matrix for SINS

    Huang, H., Wei, J., Wang, D., Zhang, L. & Wang, B., 4 Aug 2022, In: IEEE Transactions on Instrumentation and Measurement. 71, 3000415.

    Research output: Contribution to journalArticlepeer-review

  14. Published

    Acute Lymphoblastic Leukemia Diagnosis Using Genetic Algorithm and Enhanced Clustering-based Feature Selection

    Neoh, S. C., Worawut, S. & Zhang, L., 1 Aug 2022, Acute Lymphoblastic Leukemia Diagnosis Using Genetic Algorithm and Enhanced Clustering-based Feature Selection. CRC Press, 12 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  15. Published

    Deep Learning-based Respiratory Anomaly and COVID Diagnosis Using Audio and CT Scan Imagery

    Wall, C., Liu, C. & Zhang, L., 1 Aug 2022, Deep Learning-based Respiratory Anomaly and COVID Diagnosis Using Audio and CT Scan Imagery . CRC Press, 12 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  16. Published

    Robust and Fair Undersea Target Detection with Automated Underwater Vehicles for Biodiversity Data Collection

    Dinakaran, R., Zhang, L., Li, C-T., Bouridane, A. & Jiang, R., 1 Aug 2022, In: Remote Sensing. 14, 15, 17 p., 3680.

    Research output: Contribution to journalArticlepeer-review

  17. Published

    Cough-based COVID-19 detection with audio quality clustering and confidence measure based learning

    Ashby, A., Meister, J., Nguyen, K., Luo, Z. & Gentzke, W., Aug 2022, Proceedings of Machine Learning Research: 11th Symposium on Conformal and Probabilistic Prediction with Applications. Johansson, U., Bostrom, H., Nguyen, K. A., Luo, Z. & Carlsson, L. (eds.). Vol. 179. 20 p.

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

  18. Forthcoming

    Hybrid Discrete-Continuous Path Planning for Lattice Traversal

    Franco Aixela, S., Sustarevas, J. & Bernardini, S., 30 Jul 2022, (Accepted/In press).

    Research output: Contribution to conferencePaperpeer-review

  19. Published

    Rethinking the A in FAIR Data: Issues of Data Access and Accessibility in Research

    Shanahan, H. & Bezuidenhout, L., 27 Jul 2022, In: Frontiers in Research Metrics and Analytics. 7, 912456.

    Research output: Contribution to journalArticlepeer-review

  20. Published

    A Deep Ensemble Neural Network with Attention Mechanisms for Lung Abnormality Classification Using Audio Inputs

    Wall, C., Zhang, L., Yu, Y., Kumar, A. & Gao, R., 26 Jul 2022, In: Sensors. 22, 15, 25 p., 5566.

    Research output: Contribution to journalArticlepeer-review

  21. Forthcoming

    A Hybrid Data-Driven Online Solar Energy Disaggregation System from the Grid Supply Point

    Zhang, X., Kuenzel, S. & Watkins, C., 7 Jul 2022, (Accepted/In press) In: Complex & Intelligent Systems.

    Research output: Contribution to journalArticlepeer-review

  22. Published

    The CODATA-RDA Data Steward School

    Shanahan, H., 15 Jun 2022, INTERNATIONAL JOURNAL OF DIGITAL CURATION. 1 ed. Edinburgh University Press, Vol. 15.

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

  23. Forthcoming

    Universes in Type-Theoretical Semantics (paper accompanying an invited talk)

    Luo, Z., 15 Jun 2022, (Accepted/In press) LACompLing 2021. (Studies in Computational Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  24. Published

    A model of actors and grey failures

    Bocchi, L., Lange, J., Thompson, S. & Voinea, A. L., 14 Jun 2022, 24th International Conference on Coordination Models and Languages. Springer-Verlag, Vol. 12371.

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

  25. Published

    A Network Flow Interpretation of Robust Goal Legibility in Path Finding

    Bernardini, S., Fagnani, F., Franco, S. & Neacsu, A., 13 Jun 2022, Proceedings of the Thirty-Second International Conference on Automated Planning and Scheduling (ICAPS 2022). 1 ed. Vol. 32. p. 668 8 p.

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

  26. Published

    Heterogeneous data integration methods for patient similarity networks

    Gliozzo, J., Mesiti, M., Notaro, M., Petrini, A., Patak, A., Puertas-Gallardo, A., Paccanaro, A., Valentini, G. & Casiraghi, E., 13 Jun 2022, In: Briefings in Bioinformatics. 23, 4, bbac207.

    Research output: Contribution to journalArticlepeer-review

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