Боченина Клавдия Олеговна


кандидат технических наук
kbochenina@itmo.ru
Структурное подразделение:
национальный центр когнитивных разработок
Должность:
старший научный сотрудник
Структурное подразделение:
факультет цифровых трансформаций
Должность:
доцент (квалификационная категория "ординарный доцент")
Профиль:
05.13.11 - Математическое и программное обеспечение вычислительных машин, комплексов и компьютерных сетей
05.13.17 - Теоретические основы информатики
05.13.18 - Математическое моделирование, численные методы и комплексы программ
05.13.10 - Управление в социальных и экономических системах

Область интересов:
Теория и практика сложных социо-экономических систем; комплексные сети; машинное обучение в задачах объяснения, воспроизведения и предсказания социо-экономических систем; модели поведения клиентов и рекомендательные алгоритмы; обучение представлений; оптимизационно-имитационные модели; алгоритмы планирования; параллельные и распределенные вычисления.
Рабочий язык:
Английский, Русский

Публикации руководителя
Выходные данные Год Индексирование в БД
Kalinin A., Vaganov D.A., Bochenina K.O. Discovering patterns of customer financial behavior using social media data//Social Network Analysis and Mining, 2020, Vol. 10, No. 1, pp. 77 2020 Scopus, Web of Science
Gorski P.J., Bochenina K., Holyst J.A., D'Souza R. Homophily Based on Few Attributes Can Impede Structural Balance//Physical review letters, 2020, Vol. 125, No. 7, pp. 078302 2020 Scopus, Web of Science
Severiukhina O., Kesarev S.A., Bochenina K.O., Boukhanovsky A.V., Lees M.H., Sloot P. Large-scale forecasting of information spreading//Journal of Big Data, 2020, Vol. 7, No. 1, pp. 72 2020 Scopus
Chunaev P., Gradov T., Bochenina K. Community detection in node-attributed social networks: How structure-attributes correlation affects clustering quality//Procedia Computer Science, 2020, Vol. 178, pp. 355-364 2020 Scopus, Web of Science
Vaganov D., Kalinin A., Bochenina K. On Inferring Monthly Expenses of Social Media Users: Towards Data and Approaches//Studies in Computational Intelligence, 2020, Vol. 881 SCI, pp. 854–865 2020 Scopus, Web of Science
Guleva V.Y., Shikov E., Bochenina K.O., Kovalchuk S.V., Alodjants A.P., Bukhanovsky A.V. . Emerging complexity in distributed intelligent systems//Entropy, 2020, Vol. 22, No. 12, pp. 1437 2020 Scopus, Web of Science
Zaikin O., Derevitskii I., Bochenina K.O., Holyst J.A. Optimizing Spatial Accessibility of Company Branches Network with Constraints//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2019, Vol. 11537, pp. 332-345 2019 Scopus, Web of Science
Shikov E.N., Bochenina K.O. Forecasting Purchase Categories by Transactional Data: A Comparative Study of Classification Methods//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2019, Vol. 11538, pp. 249-262 2019 Scopus, Web of Science
Zaikin O., Petukhov A., Bochenina K. Bank branch network optimization based on customers geospatial profiles//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2019, Vol. 11877, pp. 201-208 2019 Scopus, Web of Science
Kalinin A., Vaganov D., Bochenina K. Improving statistical relational learning with graph embeddings for socio-economic data retrieval//Procedia Computer Science, 2019, Vol. 156, pp. 235-244 2019 Scopus, Web of Science
Petukhov A., Zaikin O., Bochenina K.O. Analysis of the geospatial activity profiles of bank customers//Procedia Computer Science, 2019, Vol. 156, pp. 245-254 2019 Scopus, Web of Science
Lysenko A.V., Shikov E.N., Bochenina K.O. Temporal point processes for purchase categories forecasting//Procedia Computer Science, 2019, Vol. 156, pp. 255-263 2019 Scopus, Web of Science
Vaganov D.A., Guleva V.Y., Bochenina K.O. Social media group structure and its goals: Building an order//Studies in Computational Intelligence, 2019, Vol. 813, pp. 473-483 2019 Scopus, Web of Science
Severiukhina O., Bochenina K. Segment-wise Users' Response Prediction based on Activity Traces in Online Social Networks//2019 6th International Conference on Social Networks Analysis, Management and Security, SNAMS 2019, 2019, pp. 291-296 2019 Scopus, Web of Science
Derevitskii I., Severiukhina O., Bochenina K. Clustering Interest Graphs for Customer Segmentation Problems//2019 6th International Conference on Social Networks Analysis, Management and Security, SNAMS 2019, 2019, pp. 321-327 2019 Scopus, Web of Science
Chunaev P., Nuzhdenko I., Bochenina K.O. Community detection in attributed social networks: A unified weight-based model and its regimes//19th IEEE International Conference on Data Mining Workshops, ICDMW 2019, 2019, pp. 455-464 2019 Scopus, Web of Science
Stavinova E.A., Bochenina K.O. Forecasting of foreign trips by transactional data: A comparative study//Procedia Computer Science, 2019, Vol. 156, pp. 225-234 2019 Scopus, Web of Science
Derevitskii I., Severiukhina O., Bochenina K., Voloshin D., Lantseva A., Boukhanovsky A. Multiagent context-dependent model of opinion dynamics in a virtual society//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2018, Vol. 10861, pp. 142-155 2018 Scopus, Web of Science
Vaganov D., Sheina E., Bochenina K. A comparative study of social data similarity measures related to financial behavior//Procedia Computer Science, 2018, Vol. 136, pp. 274-283 2018 Scopus, Web of Science
Derevitskii I., Nuzhdenko I., Bochenina K. Identifying places of financial interest using open data//Procedia Computer Science, 2018, Vol. 136, pp. 265-273 2018 Scopus, Web of Science
Kesarev S., Severiukhina O., Bochenina K. Parallel simulation of community-wide information spreading in online social networks//Суперкомпьютерные дни в России: труды международной конференции (Москва, 24-25 сентября 2018 г.), 2018, pp. 422-434 2018 РИНЦ
Severiukhina O., Kesarev S., Petrov M., Bochenina K. Parallel forecasting of community-wide information spread with assimilation of social network data//Procedia Computer Science, 2018, Vol. 136, pp. 228-235 2018 Scopus, Web of Science
Kovalchuk S.V. ., Metsker O.G., Funkner A.A., Kisliakovskii I.O., Nikitin N.O., Kalyuzhnaya A.V., Vaganov D.A., Bochenina K.O. A Conceptual Approach to Complex Model Management with Generalized Modelling Patterns and Evolutionary Identification//Complexity, 2018, pp. 5870987 2018 Scopus, Web of Science
Vaganov D., Funkner A., Kovalchuk S., Guleva V., Bochenina K. Forecasting Purchase Categories with Transition Graphs Using Financial and Social Data//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2018, Vol. 11185, pp. 439-454 2018 Scopus, Web of Science
Kovalchuk S.V., Kisliakovskii I.O., Metsker O.G., Nikitin N.O., Funkner A.A., Kalyuzhnaya A.V., Vaganov D.A., Bochenina K.O. Towards management of complex modeling through a hybrid evolutionary identification//GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion, 2018, pp. 255-256 2018 Scopus
Kesarev S.A., Guleva V.Y., Severiukhina O., Bochenina K.O. A comparative study of graph partitioning algorithms for simulation of information spread in a multi-community landscape//Procedia Computer Science, 2018, Vol. 136, pp. 218-227 2018 Scopus, Web of Science
Kesarev S., Severiukhina O., Bochenina K. Parallel simulation of community-wide information spreading in online social networks//Communications in Computer and Information Science, 2018, Vol. 965, pp. 136-148 2018 Scopus, Web of Science
Grigorev A., Derevitskii I., Bochenina K. Analysis of special transport behavior using computer vision analysis of video from traffic cameras//Communications in Computer and Information Science, 2018, Vol. 858, pp. 289-301 2018 Scopus, Web of Science
Severiukhina O., Bochenina K., Kesarev S., Boukhanovsky A. Parallel data-driven modeling of information spread in social networks//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2018, Vol. 10860, pp. 247-259 2018 Scopus, Web of Science
Nikitin N.O., Kalyuzhnaya A.V., Bochenina K., Kudryashov A., Uteuov A., Derevitskii I., Boukhanovsky A.V. Evolutionary ensemble approach for behavioral credit scoring//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2018, Vol. 10862, pp. 825-831 2018 Scopus, Web of Science
Nuzhdenko I., Uteuov A., Bochenina K. Detecting influential users in customer-oriented online communities//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2018, Vol. 10862, pp. 832-838 2018 Scopus, Web of Science
Guleva V.Y., Vaganov D., Voloshin D.V., Bochenina K.O. Topology of thematic communities in online social networks: a comparative study//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2018, Vol. 10860, pp. 260-273 2018 Scopus, Web of Science
Abuhay T.M., Kovalchuk S.V., Bochenina K.O., Mbogo G., Visheratin A.A., Kampis G., Krzhizhanovskaya V.V., Lees M.H. Analysis of Publication Activity of Computational Science Society in 2001-2017 Using Topic Modelling and Graph Theory//Journal of Computational Science, 2018, Vol. 26, pp. 193-204 2018 Scopus, Web of Science
Kuvshinov K., Bochenina K., Gorski P.J., Holyst J.A. Hybrid CPU-GPU simulation of hierarchical adaptive random boolean networks//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2018, Vol. 10659, pp. 403-414 2018 Scopus, Web of Science
Guleva V.Y., Bochenina K.O. Graph theoretical approach to bow-tie interbank networks reconstruction//Studies in Computational Intelligence, 2018, Vol. 689, pp. 1184-1194 2018 Scopus, Web of Science
Bochenina K.O., Kesarev S.A., Boukhanovsky A.V. Scalable parallel simulation of dynamical processes on large stochastic Kronecker graphs//Future Generation Computer Systems, 2018, Vol. 78, pp. 502-515 2018 Scopus, Web of Science
Guleva V.Y., Povazhnyuk V.V., Bochenina K.O., Boukhanovsky A.V. Russian Interbank Network Reconstruction via Metaheuristic Algorithm//Procedia Computer Science, 2017, Vol. 108, pp. 1318–1326 2017 Scopus, Web of Science
Мухина К.Д., Боченина К.О., Карсаков А.С., Бухановский А.В. Технологии когнитивной визуализации темпоральных комплексных сетей // Известия высших учебных заведений. Приборостроение -2017. - Т. 60. - № 3. - С. 195-203 2017 ВАК, РИНЦ
Leonenko V.N., Bochenina K.O., Kesarev S.A. Influenza peaks forecasting in Russia: assessing the applicability of statistical methods//Procedia Computer Science, 2017, Vol. 108, pp. 2363-2367 2017 Scopus, Web of Science
Guleva V.Y., Bochenina K.O., Skvorcova M.V., Boukhanovsky A.V. A simulation tool for exploring the evolution of temporal interbank networks//JASSS. The Journal of Artificial Societies and Social Simulation, 2017, Vol. 20, No. 4, pp. 15 2017 Scopus, Web of Science
Abuhay T.M., Kovalchuk S.V. ., Bochenina K.O., Kampis G., Krzhizhanovskaya V.V. ., Lees M.H. Analysis of Computational Science Papers from ICCS 2001-2016 using Topic Modeling and Graph Theory//Procedia Computer Science, 2017, Vol. 108, pp. 7-17 2017 Scopus, Web of Science
Derevitskii I., Kurilkin A., Bochenina K. Use of video data for analysis of special transport movement//Procedia Computer Science, 2017, Vol. 119, pp. 262-268 2017 Scopus, Web of Science
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 2017 Scopus, Web of Science
Semakova A., Zvartau N., Bochenina K., Konradi A. Towards Identifying of Effective Personalized Antihypertensive Treatment Rules from Electronic Health Records Data Using Classification Methods: Initial Model//Procedia Computer Science, 2017, Vol. 121, pp. 852-858 2017 Scopus, Web of Science
Bochenina K., Bilyatdinova A., Dukhanov A., Atanasulis G. Implementation and deployment of transdisciplinary learning environments during short-term educational events on computational science//International Journal of Engineering Education, 2017, Vol. 33, No. 4, pp. 1233-1241 2017 Scopus, Web of Science
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 2017 ВАК, РИНЦ
Гулева В.Ю., Амуда А., Боченина К.О., Слоот П. Влияние топологической структуры на динамику темпоральной сети // Научно-технический вестник информационных технологий, механики и оптики [Scientific and Technical Journal of Information Technologies, Mechanics and Optics] -2016. - Т. 16. - № 6(106). - С. 1141–1144 2016 ВАК, РИНЦ
Funkner A., Kovalchuk S.V., Bochenina K. Preoperational Time Prediction for Percutaneous Coronary Intervention Using Machine Learning Techniques//Procedia Computer Science, 2016, Vol. 101, pp. 172-176 2016 Scopus, Web of Science
Bochenina K., Dukhanov A., Karpova M., Shmelev V. An approach to hybrid learning resource design for training professionals in Computational Science//Procedia Computer Science, 2016, Vol. 101, pp. 439–448 2016 Scopus, Web of Science
Kuvshinov K., Bochenina K., Gorski P.J., Holyst J.A. Parallel Simulation of Adaptive Random Boolean Networks//Procedia Computer Science, 2016, Vol. 101, pp. 35–44 2016 Scopus, Web of Science
Guleva V.Y., Amuda A., Bochenina K.O. The Impact of Network Topology on Banking System Dynamics//Communications in Computer and Information Science, 2016, Vol. 674, pp. 596–599 2016 Scopus, Web of Science
Bochenina K., Kesarev S. A parallel algorithm for modeling of dynamical processes on large stochastic Kronecker graphs//Procedia Computer Science, 2016, Vol. 80, pp. 2413-2417 2016 Scopus, Web of Science
Kogtikov N.S., Dukhanov A.V., Bochenina K.O. Modeling Knowledge Transfer and the Transdisciplinary Effect on Project-based Learning Activities//Procedia Computer Science, 2016, Vol. 80, pp. 1989-1999 2016 Scopus, Web of Science
Слоот П., Холыст Я., Кампис Ж., Лис М., Митягин С.А., Иванов С.В., Боченина К.О., Гулева 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 2016 ВАК, РИНЦ
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 2016 Scopus, Web of Science
Lantseva A., Bochenina K.O., Ivanov, S.V. . Visualization of parallel modeling of dynamical processes on stochastic Kronecker graphs//10th IEEE International Conference on Application of Information and Communication Technologies, AICT 2016 - Conference Proceedings (Azerbaijan, Baku, 12-14 October 2016), 2016, pp. 7991667 2016 Scopus, Web of Science
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 2015 Scopus, Web of Science
Dukhanov A.V., Bilyatdinova A.Z., Bochenina K.O., Karbovskiy V.A. . The Approach to Design of STEM Courses' Learning Resources based on Students' Activity with the use of Scientific Resources' Databases//Proceedings - Frontiers in Education Conference, FIE, 2015, pp. 7344417 2015 Scopus, Web of Science
Arseneva A.Z., Dukhanov A.V., Bochenina K.O., Boukhanovsky A.V., Krzhizhanovskaya V.V., Sloot P. Dutch-Russian Double Degree Master's Program Curricula in Computational Science and High Performance Computing//Proceedings - Frontiers in Education Conference, FIE, 2014, pp. 7044195 2014 Scopus, Web of Science
Bochenina K.O., Boukhanovskaya I.L., Bilyatdinova A.Z., Dukhanov A.V., Lutsenko A.E. Using a cyclic model of knowledge transfer for the development of transdisciplinary learning environments//Proceedings - Frontiers in Education Conference, FIE, 2014, pp. 7044290 2014 Scopus, Web of Science
Bochenina K.O. A comparative study of scheduling algorithms for the multiple deadline-constrained workflows in heterogeneous computing systems with time windows//Procedia Computer Science, 2014, Vol. 29, pp. 509–522 2014 Scopus, Web of Science
Dukhanov A.V., Karpova M.S., Bochenina K.O. Design Virtual Learning Labs for Courses in Computational Science with Use of Cloud Computing Technologies//Procedia Computer Science, 2014, Vol. 29, pp. Pages 2472–2482 2014 Scopus, Web of Science
Bochenina K., Dukhanov A. An Approach to Rapid Development of Problem-oriented Educational Services Based On Scientific Research//WIT Transactions on Engineering Sciences, 2014, Vol. 93, pp. 877-884 2014