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  • 2025

    Defining and Evaluating the Degrees of Abstraction in Explanations with Kolmogorov Complexity

    Lemeire, J. & Buijsman, S., 2025, Artificial Intelligence and Machine Learning: 35th Benelux Conference, BNAIC/Benelearn 2023, Delft, The Netherlands, November 8–10, 2023, Revised Selected Papers. Oliehoek, F. A., Kok, M. & Verwer, S. (eds.). Cham: Springer, p. 40-53 14 p. (Communications in Computer and Information Science; vol. 2187 CCIS).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  • 2023

    Why and How Should We Explain AI?

    Buijsman, S., 2023, Human-Centered Artificial Intelligence - Advanced Lectures. Chetouani, M., Dignum, V., Lukowicz, P. & Sierra, C. (eds.). Springer, p. 196-215 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13500 LNAI).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    Open Access
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    1 Citation (Scopus)
    85 Downloads (Pure)
  • 2022

    CHIME: Causal Human-in-the-Loop Model Explanations

    Biswas, S., Corti, L., Buijsman, S. & Yang, J., 2022, Proceedings of the Tenth AAAI Conference on Human Computation and Crowdsourcing . Hsu, J. & Yin, M. (eds.). p. 27-39 13 p. (Proceedings of the AAAI Conference on Human Computation and Crowdsourcing).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    File
    2 Citations (Scopus)
    65 Downloads (Pure)
  • It Is Like Finding a Polar Bear in the Savannah! Concept-level AI Explanations with Analogical Inference from Commonsense Knowledge

    He, G., Balayn, A. M. A., Buijsman, S. N. R., Yang, J. & Gadiraju, U., 2022, Proceedings of the Tenth AAAI Conference on Human Computation and Crowdsourcing . Hsu, J. & Yin, M. (eds.). p. 89-101 13 p. (Proceedings of the AAAI Conference on Human Computation and Crowdsourcing; vol. 10).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    Open Access
    File
    8 Citations (Scopus)
    26 Downloads (Pure)