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Research Output

Classification of tokamak plasma confinement states with convolutional recurrent neural networks

Matos, F., Menkovski, V., Felici, F., Pau, A. & Jenko, F., 2020, In : Nuclear Fusion. 60, 3, 036022.

Research output: Contribution to journalArticleAcademicpeer-review

Diffusion Variational Autoencoders

Perez Rey, L. A., Menkovski, V. & Portegies, J. W., 11 Jul 2020, (Accepted/In press).

Research output: Contribution to conferencePaper

  • Evaluation of CNN Performance in Semantically Relevant Latent Spaces

    van Doorenmalen, J. & Menkovski, V., 2020, Advances in Intelligent Data Analysis XVIII - 18th International Symposium on Intelligent Data Analysis, IDA 2020, Proceedings. Berthold, M. R., Feelders, A. & Krempl, G. (eds.). Springer, p. 145-157 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12080 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    Open Access

    Explaining Predictions by Approximating the Local Decision Boundary

    Vlassopoulos, G., Erven, T. V., Brighton, H. & Menkovski, V., 14 Jun 2020, In : arXiv.

    Research output: Contribution to journalArticleAcademic

    File

    Knowledge Elicitation using Deep Metric Learning and Psychometric Testing

    Yin, L., Menkovski, V. & Pechenizkiy, M., 14 Apr 2020, In : arXiv.

    Research output: Contribution to journalArticleAcademic

    File

    Courses

    Deep Learning

    1/09/1731/08/21

    Course

    Seminar Data Mining

    1/09/16 → …

    Course