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: Русский |
Публикации руководителя
| Выходные данные | Год | Индексирование в БД |
| 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 | 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., 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., 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. 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., 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. 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., 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., 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., 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 |
| Samarin A., Malykh V. Worm-like image descriptor for signboard classification//CEUR Workshop Proceedings, 2020, Vol. 2691, pp. 30-33 | 2020 | Scopus |
| 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.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 |
| 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 |