Научная
деятельность
Университет ИТМО

Меню

Публикации

1. Butakov 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


2. Butakov 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


3. Butakov N., Petrov M., Mukhina K., Nasonov D., 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


4. Butakov 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


5. Sokhin T., Butakov N. Semi-automatic sentiment analysis based on Topic modeling // Procedia Computer Science - 2018, Vol. 136, pp. 284-292


6. Nasonov 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


7. Бутаков Н.А., Петров М.В. Учебно-методическое пособие "ОБРАБОТКА БОЛЬШИХ ДАННЫХ С APACHE SPARK" // Санкт-Петербург: Университет ИТМО, 2019 - 2019. - С. 1-52


8. Butakov 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


9. Metsker 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


10. Nasonov 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


11. Kalyuzhnaya 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


12. Butakov 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


13. Petrov 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


14. Kalyuzhnaya 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