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  1. 2023

  2. Algebraic Bayesian Networks: the Generation of the Network Canonical Representation

    Харитонов, Н. А., Вяткин, А. А. & Тулупьев, А. Л., 25 Sep 2023, Proceedings of the Seventh International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’23). Springer Nature ed. Springer Nature, Vol. 777. p. 13-22 10 p.

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

  3. Применение третичной структуры алгебраической байесовской сети в задаче апостериорного вывода

    Вяткин, А. А., Абрамов, М. В., Харитонов, Н. А. & Тулупьев, А. Л., 1 Feb 2023, In: ВЕСТНИК ЮЖНО-УРАЛЬСКОГО ГОСУДАРСТВЕННОГО УНИВЕРСИТЕТА. СЕРИЯ:ВЫЧИСЛИТЕЛЬНАЯ МАТЕМАТИКА И ИНФОРМАТИКА. 12, 1, p. 61-88

    Research output: Contribution to journal › Article › peer-review

  4. 2022

  5. Intelligent edge computing enabled reliable emergency data transmission and energy efficient offloading in 6TiSCH-based IIoT networks

    Rafiq, A., Ali Muthanna, M. S., Muthanna, A., Alkanhel, R., Abdullah, W. A. M. & Abd El-Latif, A. A., 1 Oct 2022, In: Sustainable Energy Technologies and Assessments. 53, Part B, 102492.

    Research output: Contribution to journal › Article › peer-review

  6. Implementing the Comparison-Based External Sort

    Polyntsov, M., Grigorev, V., Smirnov, K. & Chernishev, G., 29 Aug 2022, New Trends in Database and Information Systems - ADBIS 2022 Short Papers, Doctoral Consortium and Workshops: ADBIS 2022 Short Papers, Doctoral Consortium and Workshops: DOING, K-GALS, MADEISD, MegaData, SWODCH, Turin, Italy, September 5–8, 2022, Proceedings. Chiusano, S., Cerquitelli, T., Wrembel, R., Nørvåg, K., Catania, B., Vargas-Solar, G. & Zumpano, E. (eds.). Communications in Computer and Information Science ed. Cham: Springer Nature, Vol. 1652. p. 500-511 12 p. (Communications in Computer and Information Science; vol. 1652 CCIS).

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

  7. Towards SDN-Enabled, Intelligent IntrusionDetection System for Internet of Things (IoT)

    Muthanna, M. S. A., Alkanhel, R., Muthanna, A., Rafiq, A. & Abdullah, W. A. M., 22 Feb 2022, In: IEEE Access. 10, p. 22756-22768 13 p.

    Research output: Contribution to journal › Article › peer-review

  8. A Comprehensive Study of Late Materialization Strategies for a Disk-Based Column-Store

    Chernishev, G., Galaktionov, V., Grigorev, V., Klyuchikov, E. & Smirnov, K., 2022, In: CEUR Workshop Proceedings. 3130, p. 21-30 10 p.

    Research output: Contribution to journal › Conference article › peer-review

  9. 2021

  10. Revisiting Data Compression in Column-Stores

    Slesarev, A., Klyuchikov, E., Smirnov, K. & Chernishev, G., 2021, Model and Data Engineering - 10th International Conference, MEDI 2021, Proceedings. Attiogbé, C. & Ben Yahia, S. (eds.). Springer Nature, p. 279-292 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12732 LNCS).

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

  11. Подходы по применению алгебраических байесовских сетей к открытым источникам информационных систем в рамках анализа защищенности пользователя от социоинженерных атак

    Бушмелев, Ф. В. & Харитонов, Н. А., 2021, РЕГИОНАЛЬНАЯ ИНФОРМАТИКА И ИНФОРМАЦИОННАЯ БЕЗОПАСНОСТЬ: Сборник трудов ХII Санкт-Петербургской межрегиональной конференции. СПб.: Санкт-Петербургское Общество информатики, вычислительной техники, систем связи и управления, Vol. 10. p. 306-308 3 p.

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

  12. 2020

  13. Algebraic Bayesian networks: A frequentist approach to knowledge pattern parameters machine learning

    Tulupyev, A. & Kharitonov, N., 2020, In: CEUR Workshop Proceedings. 2782, p. 65-70 6 p.

    Research output: Contribution to journal › Conference article › peer-review

  14. Local parameter training of algebraic Bayesian networks: Conjugate distributions and expert knowledge with uncertainty

    Kharitonov, N. A. & Alexander, T., 2020, In: CEUR Workshop Proceedings. 2648, p. 219-226 8 p.

    Research output: Contribution to journal › Conference article › peer-review

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