1. 2021
  2. Identification of unknown parameters and prediction with hierarchical matrices

    Litvinenko, A., Kriemann, R. & Berikov, V., 2021, In: UNCECOMP Proceedings. 2021-June

    Research output: Contribution to journalConference articlepeer-review

  3. Recognition of Tomographic Images in the Diagnosis of Stroke

    Kalmutskiy, K., Tulupov, A. & Berikov, V., 2021, Pattern Recognition. ICPR International Workshops and Challenges, 2021, Proceedings. Del Bimbo, A., Cucchiara, R., Sclaroff, S., Farinella, G. M., Mei, T., Bertini, M., Escalante, H. J. & Vezzani, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 166-171 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12665 LNCS).

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

  4. Weakly Supervised Regression Using Manifold Regularization and Low-Rank Matrix Representation

    Berikov, V. & Litvinenko, A., 2021, Mathematical Optimization Theory and Operations Research - 20th International Conference, MOTOR 2021, Proceedings. Pardalos, P., Khachay, M. & Kazakov, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 447-461 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12755 LNCS).

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

  5. 2020
  6. Comparative Analysis of Deep Neural Network and Texture-Based Classifiers for Recognition of Acute Stroke using Non-Contrast CT Images

    Nedel'ko, V., Kozinets, R., Tulupov, A. & Berikov, V., 1 May 2020, Proceedings - 2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2020. Institute of Electrical and Electronics Engineers Inc., p. 376-379 4 p. 9117784. (Proceedings - 2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2020).

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

  7. On the Relationship between Regulatory and Exomic DNA Markers

    Postovalov, S., Berikov, V., Bryzgalov, L. & Korbolina, E., May 2020, Proceedings - 2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2020. Institute of Electrical and Electronics Engineers Inc., p. 97-100 4 p. 9117734. (Proceedings - 2020 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2020).

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

  8. Multi-spectral image recognition using solution trees based on similarity

    Berikov, V. B., Pestunov, I. A., Kozinets, R. M. & Rylov, S. A., 12 Jan 2020, In: CEUR Workshop Proceedings. 2534, p. 260-266 7 p.

    Research output: Contribution to journalConference articlepeer-review

  9. 2019
  10. Similarity-based decision tree induction method and its application to cancer recognition on tomographic images

    Berikov, V. B., Pestunov, I. A., Kozinets, R. M. & Rylov, S. A., 27 Nov 2019, In: Journal of Physics: Conference Series. 1368, 5, 052035.

    Research output: Contribution to journalConference articlepeer-review

  11. Cluster Ensemble Kernel for Kernel-based Classification

    Odinokikh, N. & Berikov, V., Oct 2019, SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 670-674 5 p. 8958184. (SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings).

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

  12. Collective Distances for Clustering N-Valued Logic Formulas Representing Knowledge Base of Intellectual System

    Vikent'Ev, A., Serov, M., Vikentiev, R. & Berikov, V., Oct 2019, SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 664-669 6 p. 8958153. (SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings).

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

  13. Classification at incomplete training information: Usage of group clustering to improve performance

    Berikov, V., Amirgaliyev, Y., Cherikbayeva, L., Yedilkhan, D. & Tulegenova, B., 1 Jan 2019, In: Journal of Theoretical and Applied Information Technology. 97, 19, p. 5048-5060 13 p.

    Research output: Contribution to journalArticlepeer-review

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