Бутаков Николай Алексеевич

Статья

Alexandrov D., Zakharova A., Butakov N. Does Noise Really Matter? Investigation into the Influence of Noisy Labels on Bert-Based Question Answering System. International Journal of Semantic Computing. 2024. Vol. 18. No. 1. pp. 77-96.. doi: 10.1142/S1793351X24410046

Статья

Zakharova A., Alexandrov D., Khodorchenko M., Butakov N., Vasilev A., Savchenko M., Grigorievskiy A. Stalactite: toolbox for fast prototyping of vertical federated learning systems. RecSys 2024 - 18th ACM Conference on Recommender Systems. 2024. pp. 1187–1190.. doi: 10.1145/3640457.3691700

Статья

Alexandrov D., Zakharova A., Butakov N. Does Noise Really Matter? Investigation into the Influence of Noisy Labels on Bert-Based Question Answering System. 17th IEEE International Conference on Semantic Computing, ICSC 2023. 2023. pp. 33-40.. doi: 10.1109/ICSC56153.2023.00012

Статья

Zakharova A., Sorokina D., Alexandrov D., Butakov N. Towards Ontology-based End-to-end Domain-oriented KBQA System. Lecture Notes in Networks and Systems. 2023. Vol. 585. pp. 37-47.. doi: 10.1007/978-3-031-23210-7_4

Статья

Ходорченко М.А., Бутаков Н.А., Насонов Д.А., Фирулик М.Ю. Программный фреймворк для оптимизации гиперпараметров тематических моделей с аддитивной регуляризацией [Software framework for hyperparameters optimization of models with additive regularization]. Научно-технический вестник информационных технологий, механики и оптики [Scientific and Technical Journal of Information Technologies, Mechanics and Optics]. 2023. Т. 23. № 1(143). С. 112–120.. doi: 10.17586/2226-1494-2023-23-1-112-120

Статья

Khodorchenko M., Butakov N., Nasonov D. Improved Evolutionary Approach for Tuning Topic Models with Additive Regularization. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2023. Vol. 14001. pp. 409–420.. doi: 10.1007/978-3-031-40725-3_35

Статья

Alexandrov D., Butakov N., Sokhin T. The Weak Supervision Approach for Question Answering over Text Using Triplets Recovering with QA-Based Rankers. Advances in Intelligent Systems and Computing. 2022. Vol. 1401. pp. 167-177.. doi: 10.1007/978-3-030-87869-6_16

Статья

Khodorchenko M., Butakov N., Nasonov D. Towards Better Evaluation of Topic Model Quality. Proceedings of the 32nd Conference of Open Innovations Association FRUCT. 2022. pp. 128-134.. doi: 10.23919/FRUCT56874.2022.9953874

Статья

Khodorchenko M., Butakov N., Sokhin T., Teryoshkin S. Surrogate-based Optimization of Learning Strategies for Additively Regularized Topic Models. Logic Journal of the IGPL. 2022. Vol. 31. No. 2. pp. 287–299.. doi: 10.1093/jigpal/jzac019

Статья

Egorov A., Alexandrov D., Butakov N. Towards a Toolbox for Mining QA-pairs and QAT-triplets from Conversational Data of Public Chats. Proceedings of the 29th Conference of Open Innovations Association FRUCT. 2021. pp. 94-101.. doi: 10.23919/FRUCT52173.2021.9435511

Статья

Zamiralov A., Sohin T., Butakov N.A. Knowledge graph mining for realty domain using dependency parsing and QAT models. Procedia Computer Science. 2021. Vol. 193. pp. 32-41.. doi: 10.1016/j.procs.2021.10.004

Статья

Egorov A., Sokhin T., Butakov N.A. Towards a Retrospective One-Class Oriented Approach to Parents Detection in Social Media. Proceedings of the 27th Conference of Open Innovations Association FRUCT. 2020. pp. 54-60.. doi: 10.23919/FRUCT49677.2020.9211021

Статья

Visheratin A.A., Struckov A., Yufa S., Muratov A., Nasonov D.A., Butakov N.A., Kuznetsov Y., May M. Peregreen - Modular database for efficient storage of historical time series in cloud environments. USENIX Annual Technical Conference, ATC 2020. 2020. pp. 589-601.

Статья

Nevezhin E.E., Butakov N., Khodorchenko M., Petrov M., Nasonov D. Topic-driven Ensemble for Online Advertising Generation. Proceedings of the 28th International Conference on Computational Linguistics. 2020. pp. 2273–2283.. doi: 10.18653/v1/2020.coling-main.206

Статья

Khodorchenko M., Teryoshkin S., Sokhin T., Butakov N. Optimization of Learning Strategies for ARTM-Based Topic Models. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2020. Vol. 12344 LNAI. pp. 284-296.. doi: 10.1007/978-3-030-61705-9_24

Статья

Sokhin T., Khodorchenko M., Butakov N. Unsupervised Neural Aspect Extraction with Related Terms. Communications in Computer and Information Science. 2020. Vol. 1292. pp. 75-86.. doi: 10.1007/978-3-030-59082-6_6

Учебник, учебное пособие

Обработка больших данных в Apache Spark

Статья

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.. doi: 10.1016/j.procs.2019.08.202

Статья

Sokhin T., Butakov N.A., Nasonov D.A. User Profiles Matching for Different Social Networks Based on Faces Identification. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2019. Vol. 11734 LNAI. pp. 551-562.. doi: 10.1007/978-3-030-29859-3_47

Статья

Safiulin I.R., Butakov N.A., Alexandrov D., Nasonov D.A. Ensemble-based method of answers retrieval for domain specific questions from text-based documentation. Procedia Computer Science. 2019. Vol. 156. pp. 158-165.. doi: 10.1016/j.procs.2019.08.191

Статья

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

Статья

Nasonov D.A., Butakov N.A., Melnik M., Visheratin A.A., Linev A., Shvets P., Sobolev S., Mukhina K.D. The multi-level adaptive approach for efficient execution of multi-scale distributed applications with dynamic workload. Communications in Computer and Information Science. 2019. Vol. 965. pp. 675-686.. doi: 10.1007/978-3-030-05807-4_58

Статья

Sokhin T., Butakov N. Semi-automatic sentiment analysis based on Topic modeling. Procedia Computer Science. 2018. Vol. 136. pp. 284-292.. doi: 10.1016/j.procs.2018.08.286

Статья

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.. doi: 10.1016/j.procs.2018.08.243

Статья

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.. doi: 10.1007/s10844-018-0508-5

Статья

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.. doi: 10.1007/978-3-319-93698-7_26

Статья

Visheratin A.A., Melnik M., Nasonov D.A., Butakov N., Boukhanovsky A.V. Hybrid Scheduling Algorithm in Early Warning Systems. Future Generation Computer Systems. 2018. Vol. 79. No. Part.2. pp. 630-642.. doi: 10.1016/j.future.2017.04.002

Статья

Melnik M., Nasonov D., Butakov N. Scheduling of Streaming Data Processing with Overload of Resources using Genetic Algorithm. IJCCI 2018 - Proceedings of the 10th International Joint Conference on Computational Intelligence. 2018. pp. 232-241.. doi: 10.5220/0006951902320241

Статья

Khodorchenko M., Butakov N. Developing an approach for lifestyle identification based on explicit and implicit features from social media. Procedia Computer Science. 2018. Vol. 136. pp. 236-245.. doi: 10.1016/j.procs.2018.08.262

Статья

Fatkulin T., Butakov N., Dzhafarov B., Petrov M., Voloshin D. An Approach to Location Extraction from Russian Online Social Networks: Road Accidents Use Case. Advances in Intelligent Systems and Computing. 2018. Vol. 649. pp. 147-156.. doi: 10.1007/978-3-319-67180-2_14

Статья

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.. doi: 10.1007/978-3-319-93713-7_84

Статья

Боченина К.О., Бутаков Н.А., Бухановский А.В. Планирование исполнения наборов композитных приложений с мягкими сроками завершения во временных окнах гетерогенных вычислительных сред. Известия высших учебных заведений. Приборостроение. 2017. Т. 60. № 4. С. 295-301.. doi: 10.17586/0021-3454-2017-60-4-295-301

Статья

Pavlova O., Kazin P., Butakov N.A., Hagen S. The Effectiveness of Leading Russian Universities in Achieving Graduate-Level Employability from Social Network Data. Communications in Computer and Information Science. 2017. Vol. 745. pp. 102-112.. doi: 10.1007/978-3-319-69784-0_8

Статья

Fatkulin T., Butakov N., Krikunov A., Voloshin D. Accident monitoring framework based on online social network sensing. Procedia Computer Science. 2017. Vol. 119. pp. 278–287.. doi: 10.1016/j.procs.2017.11.186

Статья

Dzhafarov B., Voloshin D., Petrov M., Butakov N. Modelling multistage information spreading in dynamic complex networks. Procedia Computer Science. 2017. Vol. 119. pp. 376–385.. doi: 10.1016/j.procs.2017.11.197

Статья

Павлова О.Н., Казин Ф.А., Бутаков Н.А. Профильность трудоустройства выпускников вузов: анализ данных социальных сетей. Университетское управление: практика и анализ. 2017. Т. 21. № 3(109). С. 38-56.

Статья

Ледовая Я.А., Паничева П.В., Причисленко А.Г., Бутаков Н.А. Научная составляющая текстов по психологии, публикующихся в социальной сети "ВКонтакте" [The scientific component of psychological texts published in the social network "Vkontakte"]. Вопросы психологии [Voprosy Psikhologii]. 2017. Т. 6. С. 79-91.

Статья

Severiukhina O., Smirnov P., Bochenina K., Nasonov D., Butakov N. Adaptive load balancing of distributed multi-agent simulations on heterogeneous computational infrastructures. Procedia Computer Science. 2017. Vol. 119. pp. 139-146.. doi: 10.1016/j.procs.2017.11.170

Монография

Анализ и моделирование темпоральных комплексных сетей

Статья

Liniov A., Kustikova V., Sysoyev A., Zhiltsov M., Polyakov I., Nasonov D.A. ., Butakov N.A. Architecture of Middleware to Provide the Multiscale Modelling Using Coupling Templates. Communications in Computer and Information Science. 2017. Vol. 793. pp. 468-481.. doi: 10.1007/978-3-319-71255-0_38

Учебник, учебное пособие

Анализ и моделирование темпоральных комплексных сетей

Статья

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.. doi: 10.1016/j.jal.2016.11.013

Статья

Бутаков Н.А., Насонов Д.А., Мельник М.А., Вишератин А.А. Гибридные методы планирования экстренных композитных приложений. Труды Международной научной конференции СРТ2015 (Ларнака, 10-17мая 2015г.). 2016. С. 182-185.

Статья

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.. doi: 10.1016/j.procs.2016.05.527

Статья

Butakov N., Petrov M., Radice A. Multitenant Approach to Crawling of Online Social Networks. Procedia Computer Science. 2016. Vol. 101. pp. 115-124.. doi: 10.1016/j.procs.2016.11.015

Статья

Слоот П., Холыст Я., Кампис Ж., Лис М., Митягин С.А., Иванов С.В., Боченина К.О., Павлова В.Ю., Мухина К.Д., Насонов Д.А., Бутаков Н.А., Леоненко В.Н., Ланцева А.А., Бухановский А.В. Суперкомпьютерное моделирование критических явлений в сложных социальных системах. Научно-технический вестник информационных технологий, механики и оптики [Scientific and Technical Journal of Information Technologies, Mechanics and Optics]. 2016. Т. 16. № 6(106). С. 967-995.. doi: 10.17586/2226-1494-2016-16-6-967-995

Статья

Bochenina K.O., Butakov N., Boukhanovsky A.V. Static scheduling of multiple workflows with soft deadlines in non-dedicated heterogeneous environments. Future Generation Computer Systems. 2016. Vol. 55. pp. 51-61.. doi: 10.1016/j.future.2015.08.009

Статья

Bochenina K.O., Butakov N., Dukhanov A.V., Nasonov D.A. A clustering-based approach to static scheduling of multiple workflows with soft deadlines in heterogeneous distributed systems. Procedia Computer Science. 2015. Vol. 51. pp. 2827–2831.. doi: 10.1016/j.procs.2015.05.442

Статья

Visheratin A.A., Melnik M., Butakov N., Nasonov D.A. Hard-deadline constrained workflows scheduling using metaheuristic algorithms. Procedia Computer Science. 2015. Vol. 66. pp. 506-514.. doi: 10.1016/j.procs.2015.11.057

Статья

Trofimenko T.B., Visheratin A.A., Melnik M.A., Mukhina K.D., Butakov N. Graphical framework for scientific papers clustering. Application of Information and Communication Technologies (AICT), 2015 9th International Conference on. 2015. pp. 423-427.. doi: 10.1109/ICAICT.2015.7338593

Статья

Butakov N., Chuprova Y., Knyazkov K., Shindyapina N., Boukhanovsky A.V. Evolutionary-based framework for optimizing the spread of information on Twitter. Procedia Computer Science. 2015. Vol. 66. pp. 287-296.. doi: 10.1016/j.procs.2015.11.034

Статья

Butakov N.A., Nasonov D.A., Knyazkov K.V., Karbovskii V.A., Chuprova I.K. The Multi-Agent Simulation-Based Framework for Optimization of Detectors Layout in Public Crowded Places. Procedia Computer Science. 2015. Vol. 51. pp. 522-531.. doi: 10.1016/j.procs.2015.05.278

Статья

Nasonov D.A., Melnik M., Shindyapina N., Butakov N. Metaheuristic Coevolution Workflow Scheduling In Cloud Environment. IJCCI 2015 - Proceedings of the 7th International Joint Conference on Computational Intelligence. 2015. pp. 252-260.. doi: 10.5220/0005599402520260

Статья

Nasonov D.A. ., Butakov N.A. Hybrid Scheduling Algorithm in Early Warning Systems. Procedia Computer Science. 2014. Vol. 29. pp. 1677–1687.. doi: 10.1016/j.procs.2014.05.153

Статья

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.

Статья

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.. doi: 10.1109/ICAICT.2014.7035936

Статья

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.. doi: 10.1007/978-3-319-07995-0_9