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University |
South Ural State University |
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English proficiency |
Good (I write articles, make presentations, conduct a scientific discussion in English) |
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Code and name of the group of scientific specialties for which the postgraduate student will be accepted |
2.3. Information technology and communications |
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List of research projects of a potential supervisor (participation / leadership) |
Intelligent aerial photo monitoring of agricultural, forest and water lands
Distribution of a set of works by performers
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List of possible research topics |
Development and training of scalable neural network models for object detection Quasilinear Data Analysis Model for Field Yield Prediction set of programs for aerial monitoring of agricultural land Development of the theory and tools for building an online service for the rapid search for performers of a set of works |
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Research Supervisor: Tatiana A. Makarovskikh, Doctor of Science (South Ural State University)
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Title (direction of the international map of science corresponding to the field of study) Convolutional neural networks, Optimization problems |
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Supervisor 's research interests (more detailed description of scientific interests): Graph theory, time series analysis methods, artificial intelligence methods |
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Research highlights (if available): It is necessary to indicate the distinctive features of this program, which would distinguish it from the rest. (Use of unique equipment, interaction with foreign scientists and research centers, financial support for a graduate student, etc.) I am currently in charge of a project to develop neural networks model , methods, algorithms and software tools for vectorizing raster images for precision farming: monitoring the state of agricultural, forest and water lands according to remote sensing data. It is supposed to obtain neural networks that will surpass known analogues in terms of generally accepted metrics. During the implementation of the project, it is planned to develop a software package (web interface) that allows analyzing an agricultural object using an existing image.
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Supervisor 's specific requirements : The section is filled in if there are requirements for a graduate student (mandatory background of the candidate / disciplines that he must have mastered / methods that he must own / be able to use some specific software, etc.)
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Supervisor's main publications (indicate the total number of publications in journals indexed by the Web of Science , Scopus , RSCI for the last 5 years, write up to 5 most significant publications with imprint ) : Общее количество публикаций за последние 5 лет в Web of Science, Scopus – 23 статьи:
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Results of intellectual activity ( with stock ) (The most significant results of intellectual activity) Certificates of registration of computer programs:
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