Михайлова Елена Георгиевна

Статья

Торопов А.Г., Самарин А.В., Савельев А.Г., Назаренко А.А., Мотыко А., Михайлова Е.Г., Котенко Е., Дзестелова А.А., Малых В.А. Modernized Nonlocal Blocks for Infrared Camera Image Segmentation of the Human Eye. XXVI INTERNATIONAL CONFERENCE DAMDID/RCDL-2024 OCTOBER 23–25, 2024, NIZHNY NOVGOROD, RUSSIAN FEDERATION / Selected Conference Papers. 2025. Vol. 35. pp. 169–178.

Статья

Toropov A., Samarin A., Savelev A., Nazarenko A., Котенко Е., Дозорцева А., Мотыко А., Mikhailova E., Egorova O., Malykh V. Specialized Image Descriptors Adaptation for Diplococci Recognition in Microscopic Images. Advancements in Signal, Image and Video Processing: Select Proceedings of SPIN 2025, Volume 1. 2025. pp. in press?.

Статья

Топольницкий А.А., Михайлова Е.Г. ИССЛЕДОВАНИЕ ПОДХОДОВ ОБРАБОТКИ СЛОЖНО СТРУКТУРИРОВАННЫХ ИЗОБРАЖЕНИЙ С ИСПОЛЬЗОВАНИЕМ МЕТОДОВ МАШИННОГО И ГЛУБОКОГО ОБУЧЕНИЯ. Альманах научных работ молодых ученых Университета ИТМО. 2025. Т. 1. С. 1-5 (принята к публикации).

Статья

Торопов А.Г., Савельев А.Г., Самарин А.В., Назаренко А.А., Мотыко А., Котенко Е., Дозорцева А., Дзестелова А.А., Михайлова Е.Г., Малых В.А. Automated Feature Engineering-Based Approach for Micrococci Microscopic Image Classification and Taxonomic Characteristics Determination. XXVI INTERNATIONAL CONFERENCE DAMDID/RCDL-2024 OCTOBER 23–25, 2024, NIZHNY NOVGOROD, RUSSIAN FEDERATION / Selected Conference Papers. 2025. Vol. 35. pp. 148–158.

Статья

Торопов А.Г., Самарин А.В., Савельев А.Г., Мотыко А., Котенко Е., Дзестелова А.А., Михайлова Е.Г., Малых В.А. ADSAR: Advanced Dual-Stream Attention and Reweighting for Small Object Detection. XXVI INTERNATIONAL CONFERENCE DAMDID/RCDL-2024 OCTOBER 23–25, 2024, NIZHNY NOVGOROD, RUSSIAN FEDERATION / Selected Conference Papers. 2025. Vol. 35. pp. 211–218.

Статья

Samarin A., Toropov A., Kotenko E., Nazarenko A., Mikhailova E., Malykh V., Savelev A., Motyko A. Specialized Image Descriptors Adaptation for Generated Images Recognition. Proceedings of the 37th Conference of Open Innovations Association FRUCT. 2025. pp. 278-284.

Статья

Samarin A., Savelev A., Toropov A., Dzestelova A., Motyko A., Kotenko E., Mikhailova E., Malykh V. Modified Attention Block for Detecting Cars at a Great Distance. Studies in Computational Intelligence. 2025. Vol. 1179. pp. 133-146.

Статья

Samarin A., Toropov A., Savelev A., Kotenko E., Nazarenko A., Motyko A., Dzestelova A., Mikhailova E., Dozortseva A., Malykh V. Custom Descriptors Applications for Endoscopy Images Classification. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2025. Vol. 15616. pp. 321-332.

Статья

Samarin A., Toropov A., Savelev A., Dozortseva A., Motyko A., Kotenko E., Nazarenko A., Dzestelova A., Mikhailova E., Malykh V. Filter-Based Preprocessing Neural Network Model for Microorganism Detection Improvement. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2025. Vol. 15616. pp. 308–320.

Статья

Samarin A., Toropov A., Kotenko E., Nazarenko A., Mikhailova E., Malykh V., Savelev A., Motyko A. Lightweight Image Pre-processing Model for Improving Segmentation of Infrared Human Eye Images. Proceedings of the 37th Conference of Open Innovations Association FRUCT. 2025. pp. 271-277.

Статья

Toropov A., Samarin A., Savelev A., Дозорцева А.К., Котенко Е., Nazarenko A., Мотыко А., Narova G., Mikhailova E., Malykh V. Automation of Multi-Class Microscopy Image Classification Based on the Microorganisms Taxonomic Features Extraction. Journal of Imaging. 2025. No. 11(6). pp. 201.

Статья

Samarin A., Toropov A., Dzestelova A., Nazarenko A., Kotenko E., Mikhailova E., Savelev A., Motyko A. Specialized Non-local Blocks for Recognizing Tumors on Computed Tomography Snapshots of Human Lungs. Proceedings of the 35th Conference of Open Innovations Association FRUCT. 2024. pp. 659-664.

Статья

Samarin A., Toropov A., Dzestelova A., Nazarenko A., Kotenko E., Mikhailova E., Malykh V., Savelev A., Motyko A., Dozortseva A. AutoML Applications for Bacilli Recognition by Taxonomic Characteristics Determination over Microscopic Images. Proceedings of the 36th Conference of Open Innovations Association FRUCT. 2024. pp. 903-911.

Статья

Samarin A., Nazarenko A., Toropov A., Kotenko E., Dzestelova A., Mikhailova E., Malykh V., Savelev A., Motyko A. Universal Filter-Based Lightweight Image Enhancement Model with Unpaired Learning Mode. Proceedings of the 36th Conference of Open Innovations Association FRUCT. 2024. pp. 711-720.

Статья

Samarin A., Mamaeva A., Toropov A., Dzestelova A., Kotenko E., Nazarenko A., Mikhailova E., Malykh V., Savelev A., Motyko A. Wind Turbines Surface Damage Automatic Detection Using YOLOv8 with Specialized Backbone Modification. Proceedings of the 36th Conference of Open Innovations Association FRUCT. 2024. pp. 702-710.

Статья

Мамаева А.С., Михайлова Е.Г. Предиктивная диагностика поверхностных повреждений ветрогенераторов с использованием моделей глубокого обучения. Альманах научных работ молодых ученых Университета ИТМО. 2024. Т. 2. С. 121-124.

Статья

Samarin A., Savelev A., Toropov A., Nazarenko A., Motyko A., Kotenko E., Dozorceva A., Dzestelova A., Mikhailova E., Malykh V. Streptococci Recognition in Microscope Images Using Taxonomy-based Visual Features. Optical Memory and Neural Networks (Information Optics). 2024. Vol. 33. No. Suppl.3. pp. S424–S434.

Статья

Klyuchikov E., Polyntsov M., Chizhov A., Mikhailova E., Chernishev G. Hybrid Materialization in a Disk-Based Column-Store. ACM International Conference Proceeding Series. 2024. pp. 164-172.

Статья

Samarin A., Nazarenko A., Savelev A., Toropov A., Dzestelova A., Mikhailova E., Motyko A., Malykh V. A Model Based on Universal Filters for Image Color Correction. Pattern Recognition and Image Analysis (Advances in Mathematical Theory and Applications). 2024. Vol. 34. No. 3. pp. 844-854.

Статья

Samarin A., Savelev A., Toropov A., Nazarenko A., Golovatiuk A., Dmitriev P., Dzestelova A., Mikhailova E., Motyko A., Malykh V. Segmentation of the Iris and Pupil of the Human Eye in Images from an Infrared Camera. Pattern Recognition and Image Analysis (Advances in Mathematical Theory and Applications). 2024. Vol. 34. No. 3. pp. 855-862.

Статья

Samarin A., Toropov A., Savelev A., Котенко Е., Nazarenko A., Мотыко А., Dzestelova A., Mikhailova E., Дозорцева А., Malykh V. Specialized Image Descriptors Adaptation for Polyp Recognition over Endoscopic Images. Pattern Recognition and Image Analysis (Advances in Mathematical Theory and Applications). 2024. Vol. 34. No. 4. pp. 1053–1060.

Статья

Samarin A., Toropov A., Savelev A., Дозорцева А., Мотыко А., Котенко Е., Nazarenko A., Dzestelova A., Mikhailova E., Malykh V. Lightweight Image Preprocessing Model for Improving Microorganism Detection in Microscopic Scenes. Pattern Recognition and Image Analysis (Advances in Mathematical Theory and Applications). 2024. Vol. 34. No. 4. pp. 1044–1052.

Тезисы

Легковесная модель коррекции цветовой гаммы изображений

Статья

Kiva P., Grafeeva N., Mikhailova E. A machine learning approach to calculating the non-equilibrium diffusion coefficients in the state-to-state solution of the Navier–Stokes equations. Lobachevskii Journal of Mathematics. 2023. Vol. 44. No. 1. pp. 170-177.

Статья

Samarin A., Savelev A., Toropov A., Dzestelova A., Malykh V., Mikhailova E., Motyko A. The Complete Study of the Movement Strategies of Trained Agents for Visual Descriptors of Advertising Signs. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2023. Vol. 13644. pp. 571-585.

Статья

Samarin A., Savelev A., Toropov A., Dzestelova A., Malykh V., Mikhailova E., Motyko A. Prior Segmentation and Attention Based Approach to Neoplasms Recognition by Single-Channel Monochrome Computer Tomography Snapshots. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2023. Vol. 13644. pp. 561-570.

Статья

Samarin A., Toropov A., Savelev A., Dzestelova A., Malykh V., Mikhailova E., Motyko A. Predictors Based on Convolutional Neural Networks for the Movement Strategy of Trainable Agents for Building Customized Image Descriptors. Pattern Recognition and Image Analysis (Advances in Mathematical Theory and Applications). 2023. Vol. 33. No. 2. pp. 139-146.

Статья

Samarin A., Savelev A., Toropov A., Dzestelova A., Malykh V., Mikhailova E., Motyko A. One-Stage Classifiers Based on U-Net and Autoencoder with Attention for Recognition of Neoplasms from Single-Channel Monochrome Computed Tomography Images. Pattern Recognition and Image Analysis (Advances in Mathematical Theory and Applications). 2023. Vol. 33. No. 2. pp. 132-138.

Статья

Samarin A., Savelev A., Toropov A., Dzestelova A., Malykh V., Mikhailova E., Motyko A. One-staged attention-based neoplasms recognition method for single-channel monochrome Computer Tomography snapshots. Pattern Recognition and Image Analysis (Advances in Mathematical Theory and Applications). 2022. Vol. 32. No. 3. pp. 645-650.

Статья

Samarin A., Savelev A., Toropov A., Dzestelova A., Malykh V., Mikhailova E., Motyko A. Trainable agents movement strategies for advertising sign visual descriptors. Pattern Recognition and Image Analysis (Advances in Mathematical Theory and Applications). 2022. Т. 32. № 3. С. 651-657.

Статья

Niyazov A., Mikhailova E., Egorova O. Content-based Music Recommendation System. Proceedings of the 29th Conference of Open Innovations Association FRUCT. 2021. pp. 274-279.

Статья

Лукина М.В., Егорова О.Б., Бойцев А.А., Михайлова Е.Г., Романов А.А. Технологические особенности создания курсов для онлайн-обучения. Управление образованием: теория и практика. 2021. № 3(43). С. 78-89.

Статья

Бекмачева В.О., Михайлова Е.Г., Егорова О.Б. Использование цифровых технологий в управлении качеством работ при разведке залежей нефти и газа. Оборудование и технологии для нефтегазового комплекса. 2021. № 3(123). С. 33-36.

Статья

Михайлова Е.Г., Сорокина С. Оптимизация гиперпараметров алгоритмов градиентного бустинга. Процессы управления и устойчивость. 2021. Т. 8. № 1. С. 326-331.

Статья

Grafeeva N.G., Mikhailova E. Detecting public transport passenger movement patterns. Advances in Intelligent Systems and Computing. 2020. Vol. 1160 AISC. pp. 555-563.

Статья

Mikhailova E., Boitsev A., Egorova O., Grafeeva N.G., Romanov A., Volchek D. Curriculum for Digital Culture at ITMO University. Advances in Intelligent Systems and Computing. 2020. Vol. 1161 AISC. pp. 235-244.

Статья

Ilinykh S., Grafeeva N.G., Mikhailova E., Egorova O. Segmentation of Magnetic Anomalies in the Conduct of Archaeological Excavations. Advances in Intelligent Systems and Computing. 2019. Vol. 930. pp. 58-67.

Статья

Mikhailova N., Mikhailova E., Grafeeva N.G. The Application of Clustering Techniques to Group Archaeological Artifacts. Advances in Intelligent Systems and Computing. 2019. Vol. 930. pp. 50-57.

Статья

Volzhina E., Mikhailova E., Ganshin A. Machine learning methods in weather forecasts. 19th International Multidisciplinary Scientific GeoConference, SGEM 2019. 2019. Vol. 19. No. 2.1. pp. 391-398.

Статья

Михайлова Е.Г., Шехонин А.А., Елисеева О.В., Егорова О.Б. "Цифровая культура" в университете ИТМО. Современное образование: содержание, технологии, качество [материалы конференции]. 2019. Т. 1. С. 20-23.

Статья

Grafeeva N.G., Mikhailova E., Tretyakov I. Quality Analysis of Urban Transit System in Megacities. IFAC-PapersOnLine. 2019. Vol. 52. No. 13. pp. 2566-2571.

Статья

Grafeeva N.G., Tretyakov I., Mikhailova E. Quality Analysis of Urban Transit System in St. Petersburg. Advances in Intelligent Systems and Computing. 2018. Vol. 746. pp. 889-898.

Учебник, учебное пособие

Элементы математики и статистики

Статья

Sandul M.V., Mikhailova E.G. Keyword extraction from single Russian document. CEUR Workshop Proceedings. 2018. Vol. 2135. pp. 30-36.

Статья

Михайлова Е.Г. Блок дисциплин «Цифровая культура» в образовательных программах бакалавриата и магистратуры Университета ИТМО. Современное образование: содержание, технологии, качество [материалы конференции]. 2018. Т. 1. С. 98-100.

Статья

Diurdeva P., Mikhailova E. Investigation of text attribution methods based on frequency author profile. Communications in Computer and Information Science. 2018. Vol. 838. pp. 314-327.

Статья

Grafeeva N.G., Mikhailova E.G., Pashkova M., Ilinykh S. Magnetometry data processing to detect archaeological sites. 18th International Multidisciplinary Scientific GeoConference Surveying Geology and Mining Ecology Management, SGEM-2018. 2017. Vol. 17. No. 21. pp. 393-400.

Статья

Malkevich S., Markov I., Mikhailova E.G., De Rijke M. Evaluating and analyzing click simulation inweb search. ICTIR 2017 - Proceedings of the 2017 ACM SIGIR International Conference on the Theory of Information Retrieval. 2017. pp. 281-284.

Статья

Mikhailova E.G., Diurdeva P., Shalymov D.S. N-Gram Based Approach for Text Authorship Classification: Metric Selection. International Journal of Embedded and Real-Time Communication Systems. 2017. Vol. 8. No. 2. pp. 24-39.

Статья

Grafeeva N.G., Mikhailova E.G., Nogova E., Tretyakov I. Passenger traffic analysis based on St. Petersburg public transport. 18th International Multidisciplinary Scientific GeoConference Surveying Geology and Mining Ecology Management, SGEM-2018. 2017. Vol. 17. No. 21. pp. 509-516.

Статья

Diurdeva P., Mikhailova E.G., Shalymov D.S. Writer identification based on letter frequency distribution. Proceedings of the 19th Conference of Open Innovations Association FRUCT. 2016. pp. 7892179.

Статья

Kozmirchuk A., Kokorev A., Nesterov V., Mikhailova E.G. PostgreSQL service with backup and recovery for cloud foundry. Proceedings of the International FRUCT Conference on Intelligence, Social Media and Web (ISMW FRUCT 2016) (Saint-Petersburg, 28 August-4 September 2016). 2016. pp. 7584766.

Статья

Новиков Б.А., Графеева Н.Г., Михайлова Е.Г. Базы данных: современный пейзаж в исторической перспективе. Компьютерные инструменты в образовании. 2016. № 1. С. 5-16.

Статья

Dubatovka A., Mikhailova E.G., Zotov M.A., Novikov B. Algorithms for Extracting Mental Activity Phases from Heart Beat Rate Streams. Communications in Computer and Information Science. 2016. Vol. 615. pp. 113-125.

Статья

Volzhina E., Chudin A., Novikov B., Grafeeva N.G., Mikhailova E.G. Discovering geo-magnetic anomalies: A clustering-based approach. Proceedings of the International FRUCT Conference on Intelligence, Social Media and Web (ISMW FRUCT 2016) (Saint-Petersburg, 28 August-4 September 2016). 2016. pp. 71-77.

Статья

Busarov V., Grafeeva N.G., Mikhailova E.G. The choice of optimal algorithm for frequent itemset mining. Frontiers in Artificial Intelligence and Applications. 2016. Vol. 291. pp. 211-224.

Статья

Busarov V., Grafeeva N.G., Mikhailova E.G. A comparative analysis of algorithms for mining frequent itemsets. Communications in Computer and Information Science. 2016. Vol. 615. pp. 136-150.

Статья

Mikhailova V.S., Grafeeva N.G., Mikhailova E.G., Chudin A.V. Magnetometry data processing to detect archaeological sitesPattern Recognition and Image Analysis. Pattern Recognition and Image Analysis (Advances in Mathematical Theory and Applications). 2016. Vol. 26. No. 4. pp. 789-799.

Статья

Новиков Б.А., Графеева Н.Г., Михайлова Е.Г. BIG DATA: новые задачи и современные подходы. Компьютерные инструменты в образовании. 2014. № 4. С. 10-18.