Anna Mylnikova

Часть публикаций из профиля, по году от новых к старым. Это не полный список последних работ автора; работы без года — в конце.

• Language Models for Texts Preprocessing in Machine Translation2025
• ENGLISH FOR SPECIFIC PURPOSES IN THE CONTEXT OF ROAD TRAFFIC ENGINEERING CURRICULA ANDTEACHING PROCESS AUTOMATION APPROACHES2024
• Issues in Distributive-Semantic Analysis of Skeleton Structures in Language Data Processing Tasks2023
• Use of Text Skeleton Structures for the Development of Semantic Search Methods2023
• THE USE OF TEXT SKELETON STRUCTURES FOR THE DEVELOPMENT OF SEMANTIC SEARCH METHODS2023
• GNSS-Based Non-Negative Absolute Ionosphere Total Electron Content, its Spatial Gradients, Time Derivatives and Differential Code Biases: Bounded-Variable Least-Squares and Taylor Series2020 · аннотациясвернуть

  Global navigation satellite systems (GNSS) allow estimating total electron content (TEC). However, it is still a problem to calculate absolute ionosphere parameters from GNSS data: negative TEC values could appear, and…

• Machine Learning Methodology for Ionosphere Total Electron Content Nowcasting2018 · аннотациясвернуть

  The dynamics of ionospheric parameters forecasting and nowcasting are actual and rather challenging tasks. The feature selection is the principal challenge for the accurate nowcasting models construction. The…

• Random Forest, Support Vector Regression and Gradient Boosting Methods for Ionosphere Total Electron Content Nowcasting Problem at Mid-Latitudes2018 · аннотациясвернуть

  This paper illustrates data-driven machine learning approach for ionosphere total electron content (TEC) forecasting. The authors exploit different state-of-the-are machine learning algorithms like random forest,…