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Results for Explainable AI

Publications & Outputs

  1. An explainable approach to deep learning from CT-scans for Covid identification

    Soares, E., Angelov, P. & Zhang, Z., 31/12/2024, In: Evolving Systems. 15, 6, p. 2159-2168 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  2. An Improved eXplainable Point Cloud Classifier (XPCC)

    Arnold, N., Angelov, P. & Atkinson, P., 1/02/2023, In: IEEE Transactions on Artificial Intelligence. 4, 1, p. 71-80 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  3. Interpretable modeling of metallurgical responses for an industrial coal column flotation circuit by XGBoost and SHAP-A “conscious-lab” development

    Chehreh Chelgani, S., Nasiri, H. & Alidokht, M., 30/11/2021, In: International Journal of Mining Science and Technology. 31, 6, p. 1135-1144 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. Explainable-by-design Deep Learning

    Angelov, P., 03/2021.

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

  5. 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