Сотрудник подразделения

Николай Алексеевич Бутаков

кандидат технических наук

Публикации

  1. 14Metsker O.G., Trofimov E., Petrov M., Butakov N.A. Russian Court Decisions Data Analysis Using Distributed Computing and Machine Learning to Improve Lawmaking and Law Enforcement // Procedia Computer Science - 2019, Vol. 156, pp. 264-273 [SJR: 0.281]
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  2. 13Бутаков Н.А., Петров М.В. Учебно-методическое пособие "ОБРАБОТКА БОЛЬШИХ ДАННЫХ С APACHE SPARK" // Санкт-Петербург: Университет ИТМО, 2019 - 2019. - С. 1-52
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  3. 12Butakov N., Fatkulin T., Voloshin D. Measuring social responsiveness for improved handling of extreme situations // Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 2018, Vol. 10860, pp. 341-351 [SJR: 0.283]
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  4. 11 [SJR: 0.416]
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  5. 10Butakov N., Petrov M., Mukhina K., Nasonov D.A., Kovalchuk S.V. Unified domain-specific language for collecting and processing data of social media // Journal of Intelligent Information Systems - 2018, Vol. 51, No. 2, pp. 389-414 [SJR: 0.416]
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  6. 9Kalyuzhnaya A.V., Nikitin N.O., Butakov N.A., Nasonov D.A. Precedent-based approach for the identification of deviant behavior in social media // Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 2018, Vol. 10862, pp. 846-852 [SJR: 0.283]
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  7. 8 [SJR: 0.283]
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  8. 7Petrov M., Butakov N., Nasonov D., Melnik M. Adaptive performance model for dynamic scaling Apache Spark Streaming // Procedia Computer Science - 2018, Vol. 136, pp. 109-117 [SJR: 0.281]
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  9. 6Sokhin T., Butakov N. Semi-automatic sentiment analysis based on Topic modeling // Procedia Computer Science - 2018, Vol. 136, pp. 284-292 [SJR: 0.281]
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  10. 5Nasonov D.A., Visheratin A.A., Butakov N., Shindyapina N., Melnik M., Boukhanovsky A.V. Hybrid Evolutionary Workflow Scheduling Algorithm for Dynamic Heterogeneous Distributed Computational Environment // Journal of Applied Logic - 2017, Vol. 24, pp. 50-61 [IF: 0.524, SJR: 0.286]
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  11. 4Butakov N., Nasonov D., Svitenkov A., Radice A., Boukhanovsky A.V. Quality-based approach to urgent workflows scheduling // Procedia Computer Science - 2016, Vol. 80, pp. 2074-2085 [SJR: 0.281]
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  12. 3Butakov N., Nasonov D. Co-evolutional genetic algorithm for workflow scheduling in heterogeneous distributed environment // 8th IEEE International Conference on Application of Information and Communication Technologies, AICT 2014 - Conference Proceedings - 2014, pp. 7035936
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  13. 2Butakov N.A., Nasonov D., Boukhanovsky A.V. Evolutionary Inheritance in Workflow Scheduling Algorithms within Dynamically Changing Heterogeneous Environments // ECTA 2014 - Proceedings of the International Conference on Evolutionary Computation Theory and Applications - 2014, pp. 160 -168 [SJR: 0.136]
  14. 1Nasonov D.A., Butakov N.A., Balakhontzeva M.A., Knyazkov K.V., Boukhanovsky A.V. Hybrid Evolutionary Workflow Scheduling Algorithm for Dynamic Heterogeneous Distributed Computational Environment // Advances in Intelligent Systems and Computing - 2014, Vol. 299, pp. 83-92 [SJR: 0.174]
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