Research output per year
Research output per year
Organization profile
The laboratory deals with fundamental and applied tasks of machine learning in the field of processing audio, video and text information. We develop approaches to machine learning from the perspective of quantum computer science. Modern methods of deep neural networks training are used for applied problems of speech recognition and generation, computer vision, and text analysis
Strategic academic units
- Informational and Humanitarian Technologies of Knowledge Presentation in Educational Systems
Fingerprint
Dive into the research topics where Stream Data Analytics and Machine Learning laboratory is active. These topic labels come from the works of this organisation's members. Together they form a unique fingerprint.
Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Profiles
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Roman Mugaramovich Kenzhin
- Department of Mechanics and Mathematics, Stream Data Analytics and Machine Learning laboratory - Senior Researcher
Person: Research
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Evgeniy Nikolaevich Pavlovskiy
- Department of Mechanics and Mathematics, Stream Data Analytics and Machine Learning laboratory - Head of Laboratory
- Section of Discrete Mathematics and Computer Science of MMD and SESC - Assistant Professor
- Department of Mechanics and Mathematics, Международный научно-образовательный математический центр НГУ (ММЦ) - Assistant Professor
- Department of Physics, Quantum Electronics Section - Assistant Professor
Person: Research, Academic
Research output
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Assessment of normal myelination in infants and young children using the T1w/T2w mapping technique
Filimonova, E., Amelina, E., Sazonova, A., Zaitsev, B. & Rzaev, J., 2023, In: Frontiers in Neuroscience. 17, p. 9 1102691.Research output: Contribution to journal › Article › peer-review
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Aluminothermic Synthesis of Dispersed Electrides Based on Mayenite: XRD and EPR Study
Володин, А. М., Кенжин, Р. М., Капишников, А. В., Комаровских, А. & Ведягин, А. А., 16 Dec 2022, In: Materials. 15, 24, 8988.Research output: Contribution to journal › Article › peer-review
Open Access -
Applying Variational Circuits in Deep Learning Architectures for Improving Discriminative Power of Speaker Embeddings
Blankson, R. & Pavlovskiy, E., 2022, Proceedings of International Conference on Data Science and Applications, ICDSA 2021. Saraswat, M., Roy, S., Chowdhury, C. & Gandomi, A. H. (eds.). Springer Nature Singapore ed. Singapore: Springer Science and Business Media Deutschland GmbH, Vol. 287. p. 483-492 10 p. (Lecture Notes in Networks and Systems; vol. 287).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Prizes
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Activities
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The Thirteenth International Multiconference Bioinformatics of Genome Regulation and Structure/Systems Biology (BGRS/SB-2022)
Баир Николаевич Тучинов (Participant)
Jul 2022Activity: Participating in or organising an event › Participating in a conference, workshop, ...
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19th IEEE International Symposium on Biomedical Imaging, ISBI 2022
Баир Николаевич Тучинов (Participant) & Сергей Дмитриевич Пнев (Participant)
Mar 2022Activity: Participating in or organising an event › Participating in a conference, workshop, ...
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Искусственный интеллект в медицине
Баир Николаевич Тучинов (Participant) & Евгения Валерьевна Амелина (Participant)
2022Activity: Participating in or organising an event › Participating in a conference, workshop, ...
Press/Media
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Почему единый цифровой разум появится еще не скоро
Евгений Николаевич Павловский & Антон Германович Колонин
14.02.2023
1 Media contribution
Press/Media: Expert Comment
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Человек будущего: кто и зачем хочет украсть у человека человеческое. Есть мнение.
30.11.2022
1 Media contribution
Press/Media: Expert Comment
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Битва нарративов, фейки и конкуренция интерпретаций в цифровом пространстве. Есть мнение.
13.07.2022
1 Media contribution
Press/Media: Expert Comment
Student theses
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A Music Generation System Based on Machine Learning / Система генерации музыки на основе машинного обучения
Author: Прокопчик, К. В., 30 Jun 2018Supervisor: Павловский, Е. Н. (Supervisor)
Student thesis: Master's Thesis
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Applying Variational Circuits in Deep Learning Architectures for Improving Discriminative Power of Speaker Identification Embeddings
Author: Бланксон, Р., 15 Jun 2021Supervisor: Павловский, Е. Н. (Supervisor)
Student thesis: Master's Thesis
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Biometric personal identification system based on patterns created by network traffic analysis
Author: Начын, А. О., 30 Jun 2018Supervisor: Павловский, Е. Н. (Supervisor) & Хазанкин, Г. Р. (Supervisor)
Student thesis: Master's Thesis