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Lancaster Intelligent, Robotic and Autonomous Systems Centre

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  1. Published

    Towards Anthropomorphic Machine Learning

    Angelov, P. P. & Gu, X., 09/2018, In: IEEE Computer. 51, 9, p. 18-27 10 p.

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

  2. Published

    Empirical Approach to Machine Learning

    Angelov, P. P. & Gu, X., 2019, Cham: Springer. 437 p. (Studies in Computational Intelligence; vol. 800)

    Research output: Book/Report/Proceedings › Book

  3. Published

    How best to Design Fuzzy Sets and Systems: In memory of Prof. Lotfi A. Zadeh

    Angelov, P. P., 23/02/2019, Fuzzy Logic and Applications: 12th International Workshop, WILF 2018, Genoa, Italy, September 6–7, 2018, Revised Selected Papers. Fullér, R., Giove, S. & Massulli, F. (eds.). Cham: Springer, p. 236-239 4 p. (Lecture Notes in Artificial Intelligence; vol. 11291).

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

  4. Published

    Preface

    Angelov, P. P. & Gu, X., 1/01/2019, Empirical Approach to Machine Learning. Cham: Springer, p. xv-xviii 4 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Other chapter contribution

  5. Published

    Towards Explainable Deep Neural Networks (xDNN)

    Angelov, P. & Soares, E., 5/12/2019, In: arXiv. p. 1-9 9 p.

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

  6. Published

    SARS-CoV-2 CT-scan dataset: A large dataset of real patients CT scans for SARS-CoV-2 identification

    Angelov, P. & Almeida Soares, E., 29/04/2020, In: medRxiv. 8 p.

    Research output: Contribution to Journal/Magazine › Journal article

  7. Published

    Towards Deep Machine Reasoning: a Prototype-based Deep Neural Network with Decision Tree Inference

    Angelov, P. & Soares, E., 2/02/2020, In: arXiv.

    Research output: Contribution to Journal/Magazine › Journal article

  8. Published

    Towards explainable deep neural networks (xDNN)

    Angelov, P. & Soares, E., 1/10/2020, In: Neural Networks. 130, p. 185-194 10 p.

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

  9. Published

    Towards Deep Machine Reasoning: A Prototype-based Deep Neural Network with Decision Tree Inference

    Angelov, P. & Soares, E., 11/10/2020, 2020 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2020. Institute of Electrical and Electronics Engineers Inc., Vol. October. p. 2092-2099 8 p. 9282812

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

  10. Published

    Explainable-by-design Deep Learning

    Angelov, P., 03/2021.

    Research output: Contribution to conference - Without ISBN/ISSN › Speech

  11. Published

    Detecting and Learning from Unknown by Extremely Weak Supervision: eXploratory Classifier (xClass)

    Angelov, P. & Almeida Soares, E., 30/11/2021, In: Neural Computing and Applications. 33, 22, p. 15145-15157 13 p.

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

  12. Published

    Explainable artificial intelligence: an analytical review

    Angelov, P., Almeida Soares, E., Jiang, R., Arnold, N. & Atkinson, P., 1/09/2021, In: WIREs Data Mining and Knowledge Discovery. 11, 5, 13 p., e1424.

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

  13. Published

    Towards interpretable-by-design deep learning algorithms

    Angelov, P., Kangin, D. & Zhang, Z., 19/11/2023, Arxiv.

    Research output: Working paper › Preprint

  14. Published

    A practical implementation of Robust Evolving Cloud-based Controller with normalized data space for heat-exchanger plant

    Andonovski, G., Angelov, P. P., Blazic, S. & Skrjanc, I., 11/2016, In: Applied Soft Computing. 48, p. 29-38 10 p.

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

  15. 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

  16. Published

    Signal Discrimination in Thinned Silicon Neutron Detectors using Machine learning

    Anderson, M., Prendergast, D., Alhamdi, M., Cheneler, D. & Monk, S., 26/10/2019.

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

  17. Published

    Wireless charging systems for electric vehicles

    Amjad, M., Farooq-i-Azam, M., Ni, Q., Dong, M. & Ansari, E. A., 31/10/2022, In: Renewable and Sustainable Energy Reviews. 167, 21 p., 112730.

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

  18. Published

    Offshore applications of Composite marine risers and submarine hoses in deep waters

    Amaechi, C. V. & Ye, J., 29/05/2018, Composite marine risers and submarine hose applications for deep waters. Lancaster University, (20 Minutes Talk, Engineering Department).

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

  19. Published

    Strength of submarine hoses in Chinese-lantern configuration from hydrodynamic loads on CALM buoy

    Amaechi, C. V., Facheng Wang, Hou, X. & Ye, J., 1/01/2019, In: Ocean Engineering. 171, p. 429-442 14 p.

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

  20. Published

    Composite risers for deep waters using a numerical modelling approach

    Amaechi, C. V., Gillett, N., Odijie, A. C., Hou, X. & Ye, J., 15/02/2019, In: Composite Structures. 210, p. 486-499 14 p.

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

  21. Published

    Numerical design of Novel Composite risers for deep water applications

    Amaechi, C. V. & Ye, J., 5/05/2018.

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

  22. Published

    Local and Global Design of Composite Risers on Truss SPAR Platform in Deep waters

    Amaechi, C. V., Ye, J., Hou, X., Gillett, N., Odijie, A. C. & Wang, F., 3/07/2019.

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

  23. Published

    Economic Aspects of Fiber Reinforced Polymer Composite Recycling

    Amaechi, C. V., Odijie, A. C., Orok, E. O. & Ye, J., 20/01/2020, Encyclopedia of Renewable and Sustainable Materials. Choudhury, I. & Hashmi, S. (eds.). Elsevier, Vol. 1. p. 377-397 21 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Entry for encyclopedia/dictionary

  24. Published

    Recycling of Renewable Composite Materials in the Offshore Industry

    Amaechi, C. V., Agbomerie, C. O., Sotayo, A., Wang, F., Hou, X. & Ye, J., 1/09/2019, Reference Module in Materials Science and Materials Engineering. Elsevier

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Entry for encyclopedia/dictionary

  25. Published

    Novel Composite Riser Development for Offshore Deep Water Applications

    Amaechi, C. V. & Ye, J., 17/12/2019.

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

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