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 level. Dive into details by clicking on the dots.
Profiles
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Ivan Bondarenko
- Department of Mechanics and Mathematics, Stream Data Analytics and Machine Learning laboratory - Associate researcher
- Department of Economics, Section of Application of Mathematical Methods in Economics and Planning - Senior Lecturer
- Section of Fundamental and Applied Linguistics - Senior Lecturer
Person: Research, Academic
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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
Research Output
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Comparative analysis of treatment results in patients with disс herniation of different age groups
Klimov, V. S., Loparev, E. A., Evsyukov, A. V., Rzaev, J. A., Amelina, E. V., Saatova, N. E. & Markin, S. P., 2020, In : Hirurgia Pozvonochnika. 17, 3, p. 66-80 15 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Convolutional Variational Autoencoders for Audio Feature Representation in Speech Recognition Systems
Бондаренко, И. & Яковенко, О. С., 30 Nov 2020, TPNC 2020: Theory and Practice of Natural Computing. Martín-Vide, C., Vega-Rodríguez, M. A. & Yang, MS. (eds.). Springer International Publishing AG, Vol. 12494. p. 54-66Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Open Access -
Data Preprocessing Via Compositions Multi-Channel MRI Images to Improve Brain Tumor Segmentation
Tolstokulakov, N., Pavlovskiy, E., Tuchinov, B., Amelina, E., Amelin, M., Letyagin, A., Golushko, S. & Groza, V., 1 Apr 2020, ISBI Workshops 2020 - International Symposium on Biomedical Imaging Workshops, Proceedings. Institute of Electrical and Electronics Engineers Inc., 4 p. 9153416. (ISBI Workshops 2020 - International Symposium on Biomedical Imaging Workshops, Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Prizes
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Благодарность
Павловский, Евгений Николаевич (Operator) & Амелина, Евгения Валерьевна (Recipient), Nov 2019
Prize: Other distinction
File -
Благодарность
Павловский, Евгений Николаевич (Operator) & Толстокулаков, Николай Юрьевич (Recipient), Nov 2019
Prize: Other distinction
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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Как сибирские разработчики диктуют законы в сфере цифровой моды: Есть мнение
25.09.2020
1 Media contribution
Press/Media: Expert Comment
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В Математическом центре мирового уровня в Академгородке изучают обратные задачи определения источников землетрясений, эпидемий, фейковых новостей
Сергей Игоревич Кабанихин, Ольга Игоревна Криворотько & Евгений Николаевич Павловский
02.02.2020
1 Media contribution
Press/Media: Public Engagement Activities
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Искусственный интеллект и биополитика: где точка невозврата?
Евгений Николаевич Павловский, Дмитрий Иванович Свириденко & Сергей Викторович Санников
16.01.2020
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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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