No photo of Evgeni Levin

View Scopus Profile

Evgeni Levin

PhD

20162024

Research activity per year

Filter
Conference contribution

Search results

  • Conference contribution

    Covered Information Disentanglement: Model Transparency via Unbiased Permutation Importance

    Pereira, J. P. B., Stroes, E. S. G., Zwinderman, A. H. & Levin, E., 30 Jun 2022, Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022. Association for the Advancement of Artificial Intelligence, Vol. 36. p. 7984-7992 (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    2 Citations (Scopus)

  • Graph space embedding

    Pereira, J., Groen, A. K., Stroes, E. S. G. & Levin, E., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, Vol. 2019-August. p. 3253-3259 (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    3 Citations (Scopus)

  • Interpretable Models via Pairwise Permutations Algorithm

    Maasland, T., Pereira, J., Bastos, D., de Goffau, M., Nieuwdorp, M., Zwinderman, A. H. & Levin, E., 2021, Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2021, Proceedings. Kamp, M., Koprinska, I., Bibal, A., Bouadi, T., Frénay, B., Galárraga, L., Oramas, J., Adilova, L., Krishnamurthy, Y., Kang, B., Largeron, C., Lijffijt, J., Viard, T., Welke, P., Ruocco, M., Aune, E., Gallicchio, C., Schiele, G., Pernkopf, F., Blott, M., Fröning, H., Schindler, G., Guidotti, R., Monreale, A., Rinzivillo, S., Biecek, P., Ntoutsi, E., Pechenizkiy, M., Rosenhahn, B., Buckley, C., Cialfi, D., Lanillos, P., Ramstead, M., Verbelen, T., Ferreira, P. M., Andresini, G., Malerba, D., Medeiros, I., Fournier-Viger, P., Nawaz, M. S., Ventura, S., Sun, M., Zhou, M., Bitetta, V., Bordino, I., Ferretti, A., Gullo, F., Ponti, G., Severini, L., Ribeiro, R., Gama, J., Gavaldà, R., Cooper, L., Ghazaleh, N., Richiardi, J., Roqueiro, D., Saldana Miranda, D., Sechidis, K. & Graça, G. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 1524 CCIS. p. 15-25 (Communications in Computer and Information Science).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    1 Citation (Scopus)

  • Manifold mixing for stacked regularization

    Pereira, J., Stroes, E. S. G., Groen, A. K., Zwinderman, A. H. & Levin, E., 2020, Machine Learning and Knowledge Discovery in Databases - International Workshops of ECML PKDD 2019, Proceedings. Cellier, P. & Driessens, K. (eds.). Springer, Vol. 1167 CCIS. p. 444-452 9 p. (Communications in Computer and Information Science; vol. 1167 CCIS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    3 Citations (Scopus)

  • Specialized Software Tool for Pattern Recognition of Biological Objects

    Kulik, S. D. & Levin, E. O., 2021, Brain-Inspired Cognitive Architectures for Artificial Intelligence: BICA*AI 2020 - Proceedings of the 11th Annual Meeting of the BICA Society. Samsonovich, A. V., Gudwin, R. R. & Simões, A. D. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 1310. p. 173-180 8 p. (Advances in Intelligent Systems and Computing; vol. 1310).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    1 Citation (Scopus)