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Lancaster Intelligent, Robotic and Autonomous Systems Centre

  1. Published

    Social Media Monitoring of the COVID-19 Pandemic and Influenza Epidemic With Adaptation for Informal Language in Arabic Twitter Data: Qualitative Study

    Alsudias, L. & Rayson, P., 17/09/2021, In: JMIR Medical Informatics. 9, 9, 17 p., e27670.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  2. Published

    Beta particle energy spectra shift due to self-attenuation effects in environmental sources

    Alton, T. T., David Monk, S. & Cheneler, D., 10/2017, In: Nuclear Engineering and Technology. 49, 7, p. 1483-1488 6 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  3. Published

    Heterogeneous Scintillator Geometries to Maximise Energy Deposition for Waterborne Beta Particle Detection

    Alton, T., Monk, S. D. & Cheneler, D., 04/2018, In: Radiation Measurements. 111, p. 6-12 7 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. Published

    Observing liquid water build-up in proton exchange membrane fuel cells using terahertz imaging and high-resolution optical gauging

    Alves-Lima, D. F., Schlegl, H., Williams, B. M., Letizia, R., Dawson, R. & Lin, H., 8/11/2020, 2020 45th International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz 2020. IEEE Computer Society Press, p. 529-530 2 p. 9370456. (International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz; vol. 2020-November).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  5. 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 Posterpeer-review

  6. 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/MagazineJournal articlepeer-review

  7. 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/ISSNConference contribution/Paperpeer-review

  8. 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/MagazineJournal articlepeer-review

  9. Published

    Empirical Approach to Machine Learning

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

    Research output: Book/Report/ProceedingsBook

  10. 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/ISSNConference contribution/Paperpeer-review

  11. 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/ISSNOther chapter contribution

  12. 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/MagazineJournal articlepeer-review

  13. 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/MagazineJournal article

  14. 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/MagazineJournal article

  15. 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/MagazineJournal articlepeer-review

  16. 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/ISSNConference contribution/Paperpeer-review

  17. Published

    Explainable-by-design Deep Learning

    Angelov, P., 03/2021.

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

  18. 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/MagazineJournal articlepeer-review

  19. 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/MagazineJournal articlepeer-review

  20. Published

    Correction to Spatial validation of the collection 4 MODIS LAI product in Eastern Amazonia

    Aragao, L. E. O. C., Shimabukuro, Y. E., Espirito-Santo, F. D. B. & Williams, M., 12/2005, In: IEEE Transactions on Geoscience and Remote Sensing. 43, 12, p. 2973-2973 1 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  21. Published

    Landscape pattern and spatial variability of leaf area index in Eastern Amazonia

    Aragão, L. E. O. C., Shimabukuro, Y. E., Espirito-Santo, F. D. B. & Williams, M., 20/06/2005, In: Forest Ecology and Management. 211, 3, p. 240-256 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  22. Published

    Geo-spatial data integration for mapping landscape units in the Tapajós region

    Aragão, L. E. O. C., Shimabukuro, Y. E., Espírito-Santo, F. D. B. & Williams, M., 2005, In: Geografia. 30, 3, p. 583-598 6 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  23. E-pub ahead of print

    An Improved eXplainable Point Cloud Classifier (XPCC)

    Arnold, N., Angelov, P. & Atkinson, P., 15/02/2022, (E-pub ahead of print) In: IEEE Transactions on Artificial Intelligence. 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  24. Published

    Robust and adaptive anticoagulant control

    Avery, P., Clairon, Q., Henderson, R., Taylor, C. J. & Wilson, E., 1/06/2020, In: Journal of the Royal Statistical Society: Series C (Applied Statistics). 69, 3, p. 503-524 22 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  25. Published

    Hand-Based Person Identification using Global and Part-Aware Deep Feature Representation Learning

    Baisa, N. L., Jiang, Z., Vyas, R., Williams, B., Rahmani, H., Angelov, P. & Black, S., 13/01/2021, In: arXiv.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

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