Research output per year
Research output per year
Organization profile
Profile Information
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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Evgeniy Nikolaevich Pavlovskiy
- Department of Mechanics and Mathematics, Stream Data Analytics and Machine Learning laboratory - Head of Laboratory, Leading Researcher
- 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
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Nikolay Yurevich Tolstokulakov
- Department of Information Technologies, General Informatics Section - Senior Lecturer
- Department of Mechanics and Mathematics, Stream Data Analytics and Machine Learning laboratory - Associate researcher
- Department of Information Technologies, Informatics Systems Section - Senior Lecturer
Person: Research, Academic
Research output
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Brain Tumor Segmentation and Associated Uncertainty Evaluation Using Multi-sequences MRI Mixture Data Preprocessing
Groza, V., Tuchinov, B., Amelina, E., Pavlovskiy, E., Tolstokulakov, N., Amelin, M., Golushko, S. & Letyagin, A., Mar 2021, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 6th International Workshop, BrainLes 2020, Held in Conjunction with MICCAI 2020, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 148-157 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12659 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
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Psychological status before and after surgery in patients with trigeminal neuralgia
Moisak, G. I., Amelina, E. V., Zubok, N. A. & Rzaev, J. A., Apr 2021, In : Clinical Neurology and Neurosurgery. 203, 106578.Research output: Contribution to journal › Article › peer-review
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"Масштабируемая система автоматического распознавания русской разговорной речи ASR-NSU-AI"
Тучинов, Б. Н., Бондаренко, И. Ю., Павловский, Е. Н., Носенко, Д. И., Кучуганова, С. Е. & Баушенко, М. А., 12 May 2021, Новосибирский государственный университет, Patent No. 46, Priority date 29 Apr 2021Research output: Patent › Know-how
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Prizes
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Благодарность
Павловский, Евгений Николаевич (Operator) & Амелина, Евгения Валерьевна (Recipient), Nov 2019
Prize: Other distinction
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Activities
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DevFest Siberia 2020: Конференция по программной инженерии
Иван Бондаренко (Participant)
5 Dec 2020Activity: Participating in or organising an event › Participating in a conference, workshop, ...
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Bioinformatics of Genome Regulation and Structure Systems Biology (BGRS/SB-2020): The Twelfth International Multiconference (06-10 July 2020, Novosibirsk, Russia)
Баир Николаевич Тучинов (Participant)
8 Jul 2020Activity: Participating in or organising an event › Participating in a conference, workshop, ...
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Bioinformatics of Genome Regulation and Structure Systems Biology (BGRS/SB-2020): The Twelfth International Multiconference (06-10 July 2020, Novosibirsk, Russia)
Евгения Валерьевна Амелина (Participant) & Баир Николаевич Тучинов (Participant)
8 Jul 2020Activity: Participating in or organising an event › Participating in a conference, workshop, ...
Press / Media
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Новосибирские ученые разработали технологию для улучшения диагностики опухолей мозга с помощью искусственного интеллекта
Баир Николаевич Тучинов, Евгений Николаевич Павловский & Андрей Юрьевич Летягин
06.04.2021
1 Media contribution
Press/Media: Research
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Стартовал второй сезон программы «Есть вопрос?!»
21.01.2021
1 item of Media coverage, 1 Media contribution
Press/Media: Public Engagement Activities
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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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
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Generating high quality synthetic speech using GAN as vocoder post-processing
Author: Шэн, Л., Jun 2019Supervisor: Павловский, Е. Н. (Supervisor)
Student thesis: Master's Thesis