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
- Кафедра дискретной математики и информатики ММФ и СУНЦ НГУ - 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
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Bair Nikolaevich Tuchinov
- Department of Mechanics and Mathematics, Stream Data Analytics and Machine Learning laboratory - Associate researcher
- Department of Mechanics and Mathematics, Международный научно-образовательный математический центр НГУ (ММЦ) - Senior Lecturer
Person: Research, Academic
Research output
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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
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Multi-Class Brain Tumor Segmentation via 3d and 2d Neural Networks
Pnev, S., Groza, V., Tuchinov, B., Amelina, E., Pavlovskiy, E., Tolstokulakov, N., Amelin, M., Golushko, S. & Letyagin, A., 2022, ISBI 2022 - Proceedings: 2022 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, 5 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2022-March).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
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Predictors of Complications and Unfavorable Outcomes of Minimally Invasive Surgery Treatment in Elderly Patients With Degenerative Lumbar Spine Pathologies (Case Series)
Klimov, V., Evsyukov, A., Amelina, E., Ryabykh, S. & Simonovich, A., 26 Apr 2022, In: Frontiers in Surgery. 9, 869345.Research output: Contribution to journal › Article › peer-review
Open Access
Prizes
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File
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Activities
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V Съезд Национального общества нейрорадиологов
Баир Николаевич Тучинов (Participant)
9 Sep 2021 → 10 Sep 2021Activity: Participating in or organising an event › Participating in a conference, workshop, ...
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Заседание клуба межнаучных контактов ДУ СО РАН по теме «Искусственный - или интеллект? Кто кого?»
Евгений Николаевич Павловский (Participant) & Сергей Робертович Сверчков (Organiser)
2 Apr 2021Activity: Participating in or organising an event › Participating in a conference, workshop, ...
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PRO Будущее. Форум о главных достижениях современности и профессиях будущего
Evgeniy Pavlovskiy (Participant)
28 Sep 2021 → 30 Sep 2021Activity: Participating in or organising an event › Participating in a conference, workshop, ...
Press / Media
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«Что будет с IT-индустрией России»: прямая трансляция честного разговора о взломах, безопасности и оттоке специалистов
09.03.2022
1 Media contribution
Press/Media: Expert Comment
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Вопросы этики в сфере искусственного интеллекта обсудили в Новосибирске
Евгений Николаевич Павловский & Юрий Александрович Аникин
29.12.2021
1 Media contribution
Press/Media: Expert Comment
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О перебоях в работе Facebook, Instagram и WhatsApp рассказали эксперты в Новосибирске
Евгений Николаевич Павловский & Руслан Анатольевич Пермяков
06.10.2021
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