Zamyatin A.V.
Doctor of Philosophy

University
National research Tomsk state university
Level of English language proficiency
Advanced
The field of study for which the graduate student will be accepted
Informatics and computer engineering,
Computer and Information Sciences
The code of the field of study for which the graduate student
will be accepted
09.06.01, 02.06.01
List of research projects of a potential supervisor
(participation / leadership)

09.12.2019 — 31.12.2021
Implementation of the federal project "Personnel for the digital economy" of the national program "Digital Economy
of the Russian Federation": creation and operation of a network of international scientific and methodological centers for the applying of the best international practices for training, retraining and internship of advanced digital
economy personnel in the fields of mathematics, informatics, technology National program "Digital Economy of the Russian Federation"
The Head

23.08.2019 — 30.09.2021
Development of methods and algorithms for automatic identification of anomalies in technological signals
The Head

30.05.2018 — 31.12.2019
Information and software complex for early diagnosis of diseases using data mining and storage technologies State support of the leading universities of the Russian Federation in order to increase their competitiveness among the world's leading research and educational centers (5-100)
The Head

30.05.2018 — 31.12.2020
Adaptive machine learning algorithms with controlled accuracy in process control State support of the leading universities of the Russian Federation in order to increase their competitiveness among the world's leading research and educational centers (5-100)
The Head

01.03.2017 — 30.06.2018
Intelligent high-performance data transmission, processing, analysis and visualization
The Head

16.01.2017 — 31.12.2019
Interactive multi-dimensional visualization environment for monitoring and managing infrastructure objects State assignment of the Ministry of Education and Science of Russia
The Head

01.01.2017 — 31.12.2019
Scientific and methodological foundations for the construction of software and hardware systems for multidimensional visualization for solving problems of monitoring and management of infrastructure facilities
State assignment of the Ministry of Education and Science of Russia
The Head

01.01.2016 — 31.12.2018
Creation of a domestic high-tech software and instrumental complex for the implementation of technological process control systems based on free software.
The Head

01.01.2015 — 31.12.2015
Creation of new methods of geoinformatics and remote sensing data processing and improvement of geoinformation technologies on this basis State support of the leading universities of the Russian Federation in order to increase their competitiveness among the world's leading research and educational centers (5-100)
Executor

01.01.2014 — 31.12.2016
Scientific and methodological basis for building intelligent high-performance systems for preventive detection of the causes of emergencies based on data from unmanned aerial vehicles and remote sensing satellites
The Head

01.01.2014 — 31.12.2014
Research in the field of Geoinformatics and remote sensing data processing) State support of the leading universities of the Russian Federation in order to increase their competitiveness among the world's leading research and educational centers (5-100)
Executor


List of possible research topics
1. Methods and algorithms for automatic identification of
anomalies in technological signals

2. Computer vision

3. VR / AR
Supervisor’s
main publications
1) An approach to recognizing named entities using the example of technological terms in a limited training sample Kulnevich, A.D., Koshechkin, A.A., Karev, S.V., Zamyatin, A.V. Vestnik Tomskogo Gosudarstvennogo Universiteta - Upravlenie, Vychislitel'naya Tekhnika i Informatikathis, 2022, (58), P.71–81

2) Fundamental Approach to University Education and Training of IT Professionals Zamyatin, A.V., Chuchalin, A.I.Vysshee Obrazovanie v Rossiithis, 2022, 31(2), P.119–134

3) Kulnevich A.D., Koshechkin A.A., Karev S.V., Zamyatin A.V. An approach to the recognition of named entities by the example of technological terms in a limited training sample //Bulletin of Tomsk State University. Management, computer engineering and computer science. 2022. No. 58. PP. 71-81.

4) Murzagulov D.A., Zamyatin A.V., Romanovich O.V. Approach to the Detection of Anomalies in Process Signals by Using the Hilbert–Huang Transform //Optoelectronics, Instrumentation and Data Processing. 2021. Vol. 57, № 1. P. 27-36.

5) Alhussayni K., Zamyatin A., Alshamery E. Dialogue state tracking accuracy improvement by distinguishing slot-value pairs and dialogue behaviour //Indonesian Journal of Electrical Engineering and Computer Science. 2021. Vol. 21, № 2. P. 1057-1064.

6) Afanasyev A., Zamyatin A.Hybrid landscape change detection methods in a noisy data environment // Lecture Notes in Electrical Engineering. 2019. Т. 520. С. 71-78.

7) Olaniyan R., Stamate D., Pu I., Zamyatin A., Vashkel A., Marechal F.Predicting s&p 500 based on its constituents and their social media derived sentiment // Lecture Notes in Computer Science. 2019. Т. 11683 LNAI. P. 142-153.

8) Koshechkin A.A., Andryushchenko V.S., Zamyatin A.V.A new method to missing value imputation for immunosignature //DATAModern Technologies in Medicine. 2019. Т. 11. № 2. P. 19-24.

9) Alhussayni, K. H., Zamyatin, A., Alshamery, S. E. (2018). Bidirectional RNN-based Attention Model for Jointly Intent Detection and Slot Filling. JourofAdvResearchinDynamical& ControlSystems, 10(11), 404–410.
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