Titlebook: Lecture Notes in Computational Intelligence and Decision Making; 2021 International S Sergii Babichev,Volodymyr Lytvynenko Conference proce

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A Method of Analytical Calculation of Dynamic Characteristics of Digital Adaptive Filters with Parals of digital adaptive filters with parallel-serial weight summation of signals for one of the variants of a multi-stage adaptive interference compensator with block orthogonalization of compensation channel signals. The article also presents the results of a research of the degree of coincidence of

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Data Mining Methods, Models and Solutions for Big Data Cases in Telecommunication Industrying for telecommunication industry. The main forecasting task in this industry is to predict the class and volume of services needed for the subscribers as well as for predicting the capacity of all needed engineering equipment. It is proposed to develop regression and forecasting models based upon

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Agile Architectural Model for Development of Time-Series Forecasting as a Service Applicationspreparing and manipulating data, predicting future values, and forecasting results analysis are becoming more natural tasks in people’s everyday lives. Modelling of an architectural design for convenient and user-friendly applications that provide a range of functionality for collection, management,

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An Approach to Identifying and Filling Data Gaps in Machine Learning Proceduress. A multi-stage approach to identifying and filling gaps in data sets and combined statistical quality criteria is proposed. The method consists of three stages. At the first stage, the presence of gaps in the data is determined. In the second stage, the patterns of occurrence of gaps are investiga

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Synthesis of Barker-Like Codes with Adaptation to Interferencensmit/receive rates is a current issue, e.g. for drone control. The investigated Barker-like code (BLC) sequences allow increasing the power of the received sequences due to the use of mirror interference-resistant code sequences. The increase in data transmission interference is achieved by increas