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  • Adversarially Robust Decision Tree Relabeling

    Vos, D. & Verwer, S., 2023, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Proceedings. Amini, M-R., Canu, S., Fischer, A., Guns, T., Kralj Novak, P. & Tsoumakas, G. (eds.). Springer, p. 203-218 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13715 LNAI).

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

    Open Access
    File
    1 Citation (Scopus)
    13 Downloads (Pure)
  • Benchmarking surrogate-based optimisation algorithms on expensive black-box functions

    Bliek, L., Guijt, A., Karlsson, R., Verwer, S. & de Weerdt, M., 2023, In: Applied Soft Computing. 147, 13 p., 110744.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
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    17 Downloads (Pure)
  • Learning About the Adversary

    Nadeem, A., Verwer, S. E. & Yang, S. J., 2023, Autonomous Intelligent Cyber Defense Agent (AICA): A Comprehensive Guide. Kott, A. (ed.). 1 ed. Springer, Vol. 87. p. 105-132 28 p. (Advances in Information Security).

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

    Open Access
    File
    8 Downloads (Pure)
  • Learning state machines from data streams: A generic strategy and an improved heuristic

    Baumgartner, R. & Verwer, S. E., 2023, Proceedings of Machine Learning Research. Coste, F. C., Ouardi, F. & Rabusseau, G. (eds.). Vol. 217. 25 p. (Proceedings of Machine Learning Research).

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

    Open Access
    File
    21 Downloads (Pure)
  • Optimal Decision Tree Policies for Markov Decision Processes

    Vos, D. & Verwer, S., 2023, Proceedings of the 32nd International Joint Conference on Artificial Intelligence, IJCAI 2023. Elkind, E. (ed.). International Joint Conferences on Artificial Intelligence (IJCAI), p. 5457-5465 9 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2023-August).

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

    Open Access
    File
    17 Downloads (Pure)