Михайлова Елена Георгиевна

Статья

Samarin A., Savelev A., Toropov A., Dzestelova A., Motyko A., Dozortseva A., Kotenko E., Mikhailova E., Malykh V. Efficient Detection of Small-Scale Microorganisms in Microscopic Photography. Communications in Computer and Information Science. 2026. Vol. 2364. pp. 125-137.. doi: 10.1007/978-3-031-97019-1_10

Статья

Samarin A., Toropov A., Savelev A., Nazarenko A., Motyko A., Kotenko E., Dozorceva A., Dzestelova A., Mikhailova E., Malykh V. Automated Feature Engineering-Based Approach for Micrococci Microscopic Image Classification and Taxonomic Characteristics Determination. Pattern Recognition and Image Analysis (Advances in Mathematical Theory and Applications). 2025. Vol. 35. No. 2. pp. 148–158.. doi: 10.1134/S1054661825700075

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.. doi: 10.1007/978-3-031-87663-9_26

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. не указан. № не указан. С. 1-5 (принята к публикации).

Статья

Samarin A., Toropov A., Savelev A., Motyko A., Kotenko E., Dzestelova A., Mikhailova E., Malykh V. ADSAR: Advanced Dual-Stream Attention and Reweighting for Small Object Detection. Pattern Recognition and Image Analysis (Advances in Mathematical Theory and Applications). 2025. Vol. 35. No. 2. pp. 211–218.. doi: 10.1134/S1054661825700129

Статья

Toropov A., Samarin A., Savelev A., Nazarenko A., Котенко Е., Мотыко А., Mikhailova E., Malykh V. Enhanced Non-Local Blocks for Bacilli Segmentation over Microscopic Images. Studies in Computational Intelligence. 2025. Vol. 1241. pp. 34–46.. doi: https://doi.org/10.1007/978-3-032-07690-8_4

Статья

Samarin A., Savelev A., Toropov A., Dozortseva A., Kotenko E., Nazarenko A., Motyko A., Narova G., Mikhailova E., Malykh V. Non-Contrast Brain CT Images Segmentation Enhancement: Lightweight Pre-Processing Model for Ultra-Early Ischemic Lesion Recognition and Segmentation. Journal of Imaging. 2025. Vol. 11. No. 10. pp. 359.. doi: 10.3390/jimaging11100359

Статья

Samarin A., Toropov A., Savelev A., Nazarenko A., Motyko A., Mikhailova E., Kotenko E., Dzestelova A., Malykh V. Modernized Nonlocal Blocks for Infrared Camera Image Segmentation of the Human Eye. Pattern Recognition and Image Analysis (Advances in Mathematical Theory and Applications). 2025. Vol. 35. No. 2. pp. 169-178.. doi: 10.1134/S1054661825700099

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.. doi: 10.1007/978-3-031-80463-2_13

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.. doi: 10.23919/FRUCT65909.2025.11008296

Статья

Samarin A., Toropov A., Mamaeva A., Savelev A., Kotenko E., Nazarenko A., Dozortseva A., Motyko A., Mikhailova E., Narova G., Malykh V., Babina S. Automated Wildlife Detection in Protected Areas with Camera Traps and Deep Learning. Ural-Siberian Conference on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2025. 2025. pp. 263-267.. doi: 10.1109/USBEREIT65494.2025.11054101

Статья

Samarin A., Savelev A., Toropov A., Dozortseva A., Kotenko E., Nazarenko A., Motyko A., Narova G., Mikhailova E., Malykh V. Automation of Multi-Class Microscopy Image Classification Based on the Microorganisms Taxonomic Features Extraction. Journal of Imaging. 2025. Vol. 11. No. 6. pp. 201.. doi: 10.3390/jimaging11060201

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. Lecture Notes in Electrical Engineering. 2025. Vol. 1449. pp. in press?.

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.. doi: 10.1007/978-3-031-87663-9_27

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.. doi: 10.23919/FRUCT65909.2025.11008221

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.. doi: 10.23919/FRUCT64283.2024.10749962

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.. doi: 10.23919/FRUCT64283.2024.10749893

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.. doi: 10.23919/FRUCT61870.2024.10516343

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.. doi: 10.1145/3632410.3632422

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.. doi: 10.1134/S1054661824700731

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.. doi: 10.1134/S1054661824701086

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.. doi: 10.1134/S1054661824701098

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.

Тезисы

Легковесная модель коррекции цветовой гаммы изображений

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.. doi: 10.1134/S1054661824700743

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.. doi: 10.3103/S1060992X24700693

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.. doi: 10.1134/S105466182302013X

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.. doi: 10.1134/S1054661823020128

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.. doi: 10.1007/978-3-031-37742-6_44

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.. doi: 10.1007/978-3-031-37742-6_45

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.. doi: 10.1134/S1995080223010213

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.. doi: 10.1134/S1054661822030361

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.. doi: 10.1134/S1054661822030373

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.. doi: 10.33285/1999-6934-2021-3(123)-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

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.. doi: 10.23919/FRUCT52173.2021.9435533

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.. doi: 10.25726/y0879-1235-7394-c

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.. doi: 10.1007/978-3-030-45691-7_52

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.. doi: 10.1007/978-3-030-45697-9_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.. doi: 10.1016/j.ifacol.2019.11.593

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.. doi: 10.1007/978-3-030-16181-1_6

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

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.. doi: 10.5593/sgem2019/2.1/S07.051

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.. doi: 10.1007/978-3-030-16181-1_5

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.. doi: 10.1007/978-3-319-77712-2_84

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.

Учебник, учебное пособие

Элементы математики и статистики

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.. doi: 10.1007/978-3-319-97571-9_25

Статья

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

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.. doi: 10.1145/3121050.3121096

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.. doi: 10.5593/sgem2017/21/S07.050

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.. doi: 10.4018/IJERTCS.2017070102

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.. doi: 10.5593/sgem2017/21/S07.065

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.. doi: 10.1007/978-3-319-40180-5_8

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

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.. doi: 10.1109/FRUCT.2016.7584873

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.. doi: 10.23919/FRUCT.2016.7892179

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.. doi: 10.1134/S1054661816040106

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.. doi: 10.3233/978-1-61499-714-6-211

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.. doi: 10.1007/978-3-319-40180-5_10

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.. doi: 10.1109/FRUCT.2016.7584766

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.