Научные руководители
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Духанов Алексей Валентиновичдоктор технических наук, доцент dukhanov@itmo.ru Структурное подразделение: национальный центр когнитивных разработок Должность: ведущий научный сотрудник Структурное подразделение: факультет цифровых трансформаций Должность: доцент (квалификационная категория "ординарный доцент") Профиль: 2.3.4. - Управление в организационных системах 1.2.1. - Искусственный интеллект и машинное обучение 1.2.1 - Искусственный интеллект и машинное обучение 1.2.2. - Математическое моделирование, численные методы и комплексы программ Область интересов: Разработка/модификация математических моделей и программных средств для решения комплексных задач в образовании. Объектно-ориентированный подход и интеллектуальные технологии в формировании и обработке образовательного контента. Методы и технологии поддержки принятия решений в управлении сложными организационными системами с применением машинного обучения на основе распределенных разнородных данных. Рабочий язык: Английский, Русский |
Публикации руководителя
| Выходные данные | Год | Индексирование в БД |
| Deviatiarova E., Fadeev S., Dukhanov A. Analyzing Proficiency Patterns in Test Results Using Clustering and Augmentation Algorithms//Procedia Computer Science, 2023, Vol. 229, pp. 254-264 | 2023 | Scopus, Web of Science |
| Terentieva E., Zheltova K., Dukhanov A. An Approach to Automate the Scientific Paper's Evaluation Based on NLP Technologies: the Experience in the Russian Segment of Financial Technologies Field//Procedia Computer Science, 2023, Vol. 229, pp. 294-304 | 2023 | Scopus, Web of Science |
| Dukhanov A.V., Chistyakova T.B. Educational Programs’ Development in the Field of Software Systems for Designing and Control Cyber-Physical Systems Using Information Modeling Technologies//Studies in Systems, Decision and Control, 2022, Vol. 416, pp. 365-381 | 2022 | Scopus, Web of Science |
| Dukhanov A.V., Lutsenko A.E. An Approach to Research Teams Teaching "as you go" for High-Quality Grant Proposals Writing Based on the Experience of ITMO University//Proceedings - Frontiers in Education Conference, FIE, 2022, pp. 1-7 | 2022 | Scopus, Web of Science |
| Сметанин А.А., Першуткин А.Э., Духанов А.В. Классификация признаков на поверхностях цветов с помощью сжатых моделей машинного обучения // Современные наукоёмкие технологии -2022. - № 6. - С. 29-34 | 2022 | ВАК, РИНЦ |
| Гороховатский Л.Ю., Духанов А.В., Никифорова Я.А., Хилл-Артамонова Е.В. Цифровая трансформация личности в контексте современной реальности // Credo new -2021. - № 3(107). - С. 7 | 2021 | РИНЦ |
| Dukhanov A., Lutsenko A., Klimova A., Kraev S. A Systemically Synergistic Approach to the Design of Integrative Advanced Training Courses in the Field of Cross-Cutting Technologies//Proceedings - Frontiers in Education Conference, FIE, 2021, pp. 1-9 | 2021 | Scopus, Web of Science |
| Aksamentov E., Basov O.O., Tolstoy I., Dukhanov A. Development of An Algorithm for Data Augmentation in the Problem of Object Classification on SAR Images using Convolutional Neural Networks//15th IEEE International Conference on Application of Information and Communication Technologies, AICT 2021, 2021, pp. 1-4 | 2021 | Scopus, Web of Science |
| Dukhanov A.V., Gorokhovatsky L.Y., Pershutkin A.E., Koniukhov S. Object-Oriented Approach for Quick Preparation of Learning Materials in Conditions of Digital Transformations and Rapid Updates of Scientific Results//Proceedings - Frontiers in Education Conference, FIE, 2020, pp. 9273988 | 2020 | Scopus, Web of Science |
| Dukhanov A., Gorokhovatsky L., Dobrovolskii N., Lutsenko A. An Approach for Arranging the Learning Process in Terms of Digital Transformations with the Use of the Object-Oriented Approach and Reusable Abstractions//14th International Conference on Application of Information and Communication Technologies, AICT 2020, 2020, pp. 9368583 | 2020 | Scopus, Web of Science |
| Pershutkin A.E., Dukhanov A.V., Gladilin P.E. An Approach to Terrain Trafficability Evaluation Based on a Neural Network for Emergency Decision-Support Systems//13th IEEE International Conference on Application of Information and Communication Technologies, AICT 2019, 2019, pp. 8981782 | 2019 | 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 |
| 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 |
| 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 |
| Dukhanov A.V., Boukhanovsky A.V. ., Sidorova T., Spitsyna N. Big Data and Artificial Intelligence for Digital Humanities: an International Master Program via Trans-Eurasian Universities Network//Procedia Computer Science, 2016, Vol. 101, pp. 449–451 | 2016 | Scopus, Web of Science |
| Karpova M.S., Shmelev V.A., Dukhanov A.V. Information resource based on scientific software as a core of interdisciplinary learning resources//Proceedings - Frontiers in Education Conference, FIE, 2016, pp. 7757456 | 2016 | Scopus, Web of Science |
| Shmelev V., Karpova M., Kogtikov N., Dukhanov A. Students' development of information-seeking skills in a computer-aided quest//Proceedings - Frontiers in Education Conference, FIE, 2016, pp. 7757402 | 2016 | Scopus, Web of Science |
| Shmelev V.A., Dukhanov A.V., Knyazkov K.V. ., Ivanov S.V. . Bus Scheduling in Dynamical Urban Transport Networks with the use of Genetic Algorithms and High Performance Computing Technologies//Advances in Intelligent Systems and Computing, 2016, Vol. 416, pp. 97-104 | 2016 | Scopus, Web of Science |
| Dukhanov A.V., Bolgova E.V., Bezgodov A.A., Bezborodov L.A., Boukhanovsky A.V. The Approach to Extension of the CLAVIRE Cloud Platform for the Researchers’ Collaboration//Advances in Intelligent Systems and Computing, 2016, Vol. 416, pp. 467-481 | 2016 | Scopus, Web of Science |
| Bilyatdinova A., Karsakov A., Bezgodov A., Dukhanov A. Virtual Environment for Creative and Collaborative Learning//Advances in Intelligent Systems and Computing, 2016, Vol. 416, pp. 371-381 | 2016 | 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 |
| Shmelev V., Karpova M., Dukhanov A.V. An Approach of Learning Path Sequencing based on Revised Bloom’s Taxonomy and Domain Ontologies with the use of Genetic Algorithms//Procedia Computer Science, 2015, Vol. 66, pp. 711-719 | 2015 | Scopus, Web of Science |
| Guleva V.Y., Dukhanov A.V. Influence of the External Environment Behaviour on the Banking System Stability//Procedia Computer Science, 2015, Vol. 51, pp. 1603–1612 | 2015 | Scopus, Web of Science |
| Karpova M.S., Shmelev V.A., Dukhanov A.V. An Automation of the Course Design with use of Learning Objects with evaluation based on the Bloom taxonomy//Application of Information and Communication Technologies (AICT), 2015 9th International Conference on, 2015, pp. 138-142 | 2015 | Scopus, Web of Science |
| Dukhanov A.V., Karpova M.S., Shmelev V.A. An Automation of the Course Design Based on Mathematical Modeling and Genetic Algorithms//Proceedings - Frontiers in Education Conference, FIE, 2015, pp. 7344325 | 2015 | Scopus, Web of Science |
| Dukhanov A.V., Trofimenko T.B., Karpova M.S., Bezborodov L.A., Bezgodov A.A., Bilyatdinova A.Z., Lutsenko A.E. Approach to Automation of Cloud Learning Resources’ Design for Courses in Computational Science Based on eScience Resources with the Use of the CLAVIRE Platform//Procedia Computer Science, 2015, Vol. 51, pp. 1957–1966 | 2015 | 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 |
| Krzhizhanovskaya V.V., Dukhanov A.V., Bilyatdinova A.Z., Boukhanovsky A.V., Sloot P. Russian-Dutch double-degree master’s programme in computational science in the age of global education//Journal of Computational Science, 2015, Vol. 10, pp. 288-298 | 2015 | Scopus, Web of Science |
| Kogtikov N.S., Dukhanov A.V., Trofimenko T.B. Evaluation based on databases of scientific publications measuring the transdisciplinarity of scientific problems//Application of Information and Communication Technologies (AICT), 2015 9th International Conference on, 2015, pp. 496-500 | 2015 | 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.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 |
| Dukhanov A.V., Krzhizhanovskaya V.V. ., Bilyatdinova A.Z., Boukhanovsky A.V. ., Sloot P.M. Double-Degree Master's Program in Computational Science: Experiences of ITMO University and University of Amsterdam//Procedia Computer Science, 2014, Vol. 29, pp. 1433-1455 | 2014 | Scopus, Web of Science |
| Smirnov P.A., Kovalchuk S.V., Dukhanov A.V. Domain Ontologies Integration for Virtual Modelling and Simulation Environments//Procedia Computer Science, 2014, Vol. 29, pp. 2507 -2514 | 2014 | Scopus, Web of Science |
| Dukhanov A.V., Smirnov P.A., Karpova M.S., Kovalchuk S.V. e-Learning Course Design Based on the Virtual Simulation Objects Concept//8th IEEE International Conference on Application of Information and Communication Technologies, AICT 2014 - Conference Proceedings, 2014, pp. 7036016 | 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 | |
| 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 |
| Духанов А.В., Болгова Е.В., Гервич Л.Р., Колпаков В.Г., Кравченко Е.Н., Курочкин И.И., Масленников Е.Д., Офёркин И.В., Рубцов А.О., Смирнов С.А., Штейнберг О.Б., Юрушкин М.В. Предметно-ориентированные технологии создания виртуальных рабочих пространств в среде облачных вычислений CLAVIRE // Известия высших учебных заведений. Приборостроение -2013. - Т. 56. - № 5. - С. 45-51 | 2013 | ВАК, РИНЦ |
| Чуров Т.Н., Князьков К.В., Иванов С.В., Духанов А.В., Бухановский А.В. Технологии экстренных вычислений в задачах планирования и диспетчеризации маршрутов наземного общественного транспорта // Научно-технический вестник информационных технологий, механики и оптики [Scientific and Technical Journal of Information Technologies, Mechanics and Optics] -2013. - № 5(87). - С. 173-174 | 2013 | ВАК, РИНЦ |
| Болгова Е.В., Богачева А.В., Балахонцева М.А., Князьков К.В., Духанов А.В., Хоружников С.Э. Автоматизация процесса разработки виртуальных лабораторных практикумов на основе облачных вычислений // Информационно-измерительные и управляющие системы -2012. - Т. 10. - № 11. - С. 71-81 | 2012 | ВАК, РИНЦ |
| Болгова Е.В., Богачева А.В., Духанов А.В., Князьков К.В., Бухановский А.В. Инфраструктурное обеспечение виртуальных лабораторных практикумов для междисциплинарных образовательных программ в рамках концепции облачных вычислений // Современные проблемы науки и образования -2012. - № 5. - С. 92 | 2012 | ВАК, РИНЦ |
| Бухановский А.В., Марьин С.В., Князьков К.В., Сиднев А.А., Жабин С.Н., Баглий А.П., Штейнберг Р.Б., Шамакина А.В., Воеводин В.В., Головченко Е.Н., Фалалеев Р.Т., Духанов А.В., Тарасов А.А., Шамардин Л.В., Моисеенко А.И. Результаты реализации проекта "Мобильность молодых ученых" в 2010 году: развитие функциональных элементов технологии iPSE и расширение состава прикладных сервисов // Известия высших учебных заведений. Приборостроение -2011. - Т. 54. - № 10. - С. 80-86 | 2011 | ВАК, РИНЦ |