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  1. Published

    Fast feedforward non-parametric deep learning network with automatic feature extraction

    Angelov, P. P., Gu, X. & Principe, J., 14/05/2017, p. 534-541. 8 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  2. Published

    Data Partitioning—Empirical Approach

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 175-198 24 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  3. Published

    A novel algorithm for the modelling of complex processes

    Rubio, J. D. J., Lughofer, E., Angelov, P. P., Novoa, J. F. & Meda-Campana, J. A., 1/04/2018, In: Kybernetika. 54, 1, p. 79-95 17 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. Published

    Brief Introduction to Computational Intelligence

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 69-99 31 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  5. Published

    Robust Evolving Cloud-based Controller (ReCCo)

    Andonovski, G., Angelov, P. P., Blazic, S. & Skrjanc, I., 2/06/2017, 2017 Evolving and Adaptive Intelligent Systems (EAIS). IEEE, p. 1-6 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  6. Published

    Susceptibility to email fraud: a review of psychological perspectives, data-collection methods, and ethical considerations

    Jones, H., Towse, J. & Race, N., 2015, In: International Journal of Cyber Behavior, Psychology and Learning. 5, 3, p. 13-29 17 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Published

    Brief Introduction to Statistical Machine Learning

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 17-67 51 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  8. Published

    Algorithms or Actions? A Study in Large-Scale Reinforcement Learning

    Rocha Tavares, A., Anbalagan, S., Soriano Marcolino, L. & Chaimowicz, L., 1/07/2018, Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18). International Joint Conferences on Artificial Intelligence, p. 2717-2723 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  9. Published

    Comparison of approaches for identification of all-data cloud-based evolving systems

    Blažič, S., Angelov, P. & Škrjanc, I., 1/07/2015, In: IFAC-PapersOnLine. 28, 10, p. 129-134 6 p.

    Research output: Contribution to Journal/Magazine › Conference article › peer-review

  10. Published

    Autonomous Learning Multi-model Systems

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 199-222 24 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  11. Published

    Emerging Sounds Through Implicit Cooperation: A Novel Model for Dynamic Music Generation

    Escarce Junior, M., Rossmann Martins, G., Soriano Marcolino, L. & Tavares Dos Passos, Y., 11/2017, Proceedings of the 13th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE'17). Magerko, B. & Rowe, J. (eds.). AAAI, p. 186-192 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  12. Published

    Face Symmetry Analysis Using a Unified Multi-task CNN for Medical Applications

    Storey, G. & Jiang, R., 1/01/2019, IntelliSys 2018: Intelligent Systems and Applications: Proceedings of SAI Intelligent Systems Conference. Arai, K., Kapoor, S. & Bhatia, R. (eds.). Cham: Springer, p. 451-463 13 p. Chapter 36. (Intelligent Systems and Applications; vol. 869).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  13. Published

    Empirical Approach—Introduction

    Angelov, P. P. & Gu, X., 1/01/2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Cham: Springer-Verlag, p. 103-133 31 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  14. Published

    Deep Rule-Based Aerial Scene Classifier using High-Level Ensemble Feature Descriptor

    Gu, X. & Angelov, P. P., 30/09/2019, 2019 International Joint Conference on Neural Networks (IJCNN). IEEE, 7 p. 8851838

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  15. Published

    Estimation of time-shift models with application to survival calibration in health technology assessment

    Titman, A. C., 10/09/2016, In: Statistics in Medicine. 35, 20, p. 3645-3656 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  16. Published

    Estimation in multi-arm two-stage trials with treatment selection and time-to-event endpoint

    Brueckner, M., Titman, A. C. & Jaki, T. F., 10/09/2017, In: Statistics in Medicine. 36, 20, p. 3137-3153 17 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  17. Published

    Non-parametric maximum likelihood estimation of interval-censored failure time data subject to misclassification

    Titman, A. C., 11/2017, In: Statistics and Computing. 27, 6, p. 1585-1593 9 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  18. Published

    Item response theory and Structural Equation Modelling for ordinal data: describing the relationship between KIDSCREEN and Life-H

    Titman, A., Lancaster, G. & Colver, A., 10/2016, In: Statistical Methods in Medical Research. 25, 5, p. 1892-1924 33 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  19. Published

    Transition probability estimates for non-Markov multi-state models

    Titman, A., 12/2015, In: Biometrics. 71, 4, p. 1034-1041 8 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  20. Published

    Proceedings of the First Workshop on Language Models for Low-Resource Languages

    Hettiarachchi, H. (Editor), Ranasinghe, T. (Editor), Rayson, P. (Editor), Mitkov, R. (Editor), Gaber, M. (Editor), Premasiri, D. (Editor), Tan, F. A. (Editor) & Uyangodage, L. (Editor), 20/01/2025, Abu Dhabi, United Arab Emirates: Association for Computational Linguistics.

    Research output: Book/Report/Proceedings › Anthology

  21. Published

    An assessment of practitioners approaches to forecasting in the presence of changepoints

    Chapman, J.-L. & Killick, R., 1/12/2020, In: Quality and Reliability Engineering International. 36, 8, p. 2676-2687 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  22. Published

    I Write What I Like and How I Like: Defiance Scholarship in HCI

    Adamu, M., 13/10/2024, NordiCHI '24 Adjunct: Adjunct Proceedings of the 2024 Nordic Conference on Human-Computer Interaction. New York: ACM, p. 1-10 10 p. 73

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  23. Published

    Analysing Keyword Lists

    Rayson, P. & Potts, A., 5/05/2021, A Practical Handbook of Corpus Linguistics. Paquot, M. & Gries, S. (eds.). Cham: Springer, p. 119-139 21 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  24. Published

    Towards a Welsh semantic tagger: creating lexicons for a resource poor language

    Piao, S. S., Rayson, P. E., Knight, D., Watkins, G. & Donnelly, K., 24/07/2017. 4 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  25. Published

    Investigating the Role of an Overview Device in Multi-Device Collaboration

    Brudy, F., Budiman, J. K., Houben, S. & Marquardt, N., 21/04/2018, CHI '18 Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems. New York: ACM, 13 p. 300

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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