Научные руководители
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Малых Валентин Андреевичкандидат технических наук Структурное подразделение: высшая школа цифровой культуры Должность: доцент (квалификационная категория "ординарный доцент") Структурное подразделение: институт прикладных компьютерных наук Должность: доцент (квалификационная категория "ординарный доцент") Профиль: 1.2.1. - Искусственный интеллект и машинное обучение Область интересов: Обработка естественного языка Рабочий язык: Английский, Русский |
Публикации руководителя
| Выходные данные | Год | Индексирование в БД |
| 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 | 2025 | RSCI, Scopus, Web of Science, Белый список, ВАК, РИНЦ |
| 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 | 2025 | Scopus, Web of Science |
| 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 | 2025 | Scopus, Web of Science |
| 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 | 2025 | Scopus, Web of Science |
| 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 | 2025 | RSCI, Scopus, Web of Science, Белый список, ВАК, РИНЦ |
| 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 | 2025 | Scopus, Web of Science |
| 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 | 2025 | Scopus, Web of Science |
| 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 | 2025 | Scopus, Web of Science, Белый список |
| 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 | 2025 | Scopus, Web of Science |
| 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 | 2025 | RSCI, Scopus, Web of Science, Белый список, ВАК, РИНЦ |
| Tikhonov P.A., Ianina A.O., Malykh V.A. Sumhis: extractive summarization exploiting hidden structure//Труды Института системного программирования РАН, 2025, Vol. 37, No. 3, pp. 237-250 | 2025 | RSCI, Белый список, ВАК, РИНЦ |
| 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 | 2024 | RSCI, Scopus, Web of Science, Белый список, ВАК, РИНЦ |
| 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 | 2024 | RSCI, Scopus, Web of Science, Белый список, ВАК, РИНЦ |
| Prisiazhniuk A., Malykh V. User Review Summarization in Russian//Communications in Computer and Information Science, 2024, Vol. 1905, pp. 81-95 | 2024 | Scopus, Web of Science |
| 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 | 2024 | Scopus, Web of Science, Белый список |
| 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 | 2024 | Scopus, Web of Science |
| 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 | 2024 | Scopus, Web of Science |
| 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 | 2024 | Scopus, Web of Science |
| 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 | 2024 | Scopus, Web of Science, Белый список |
| Малых В.А. Лауреаты Нобелевской премии по физике 2024 года – Джон Хопфилд и Джеффри Хинтон // Природа -2024. - № 12(1312). - С. 36-42 | 2024 | ВАК, РИНЦ |
| 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 | 2023 | Scopus, Web of Science |
| 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 | 2023 | Scopus, Web of Science |
| 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 | 2023 | RSCI, Scopus, Web of Science, Белый список, ВАК, РИНЦ |
| 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 | 2023 | RSCI, Scopus, Web of Science, Белый список, ВАК, РИНЦ |
| 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 | 2022 | RSCI, Scopus, Web of Science, ВАК, РИНЦ |
| 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 | 2022 | RSCI, Scopus, Web of Science, ВАК, РИНЦ |
| Samarin A., Malykh V. Ensemble-Based Commercial Buildings Facades Photographs Classifier//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2021, Vol. 12602, pp. 257-265 | 2021 | Scopus, Web of Science |
| Samarin A.V., Malykh V.A., Muravyov S.B. Specialized image descriptors for signboard photographs classification//Communications in Computer and Information Science, 2020, Vol. 1243, pp. 122-129 | 2020 | Scopus, Web of Science |
| Самарин А.В., Малых В.А., Калайдин П.С. Метод верификации изображений удостоверений личности по ограниченному фрагменту изображения // Труды Института системного анализа Российской Академии Наук -2020. - Т. 70. - № 1. - С. 15-23 | 2020 | ВАК, РИНЦ |
| Samarin A., Malykh V. Worm-like image descriptor for signboard classification//CEUR Workshop Proceedings, 2020, Vol. 2691, pp. 30-33 | 2020 | Scopus |
| Samarin A.V., Savelev A.G., Malykh V.A. Two-Staged Self-Attention Based Neural Model For Lung Cancer Recognition//Science and Artificial Intelligence Conference, S.A.I.ence 2020, 2020, pp. 50-53 | 2020 | Scopus |
| Malykh V., Samarin A. Combined Advertising Sign Classifier//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2019, Vol. 11832, pp. 179-185 | 2019 | Scopus, Web of Science |