Latest Communications of International Proceedings articles

The problem of Time Series data requires a special approach for data analysis, and pre-processing. Based on dataset exploration, it should be chosen Machine Learning Models which could resolve Time Series Forecasting problem. After analyzing different approaches and algorithms, it was decided to use Long…

With the rapid technological development and the availability of a huge amount of data on the internet, querying information content has become growingly important. Therefore, Question Answering systems play a basic role in information retrieval text processing and information extraction. Question Answering systems are referred…

It can be argued that certain changes that have taken place over the past few decades, such as market globalization, the internationalization of business relations, and the impact of COVID-19 pandemic restrictions, will trigger a necessary metamorphosis in the skills that employees must possess if…

This article outlines the current legal problems of contestation paternity and maternity and offers the main prospects for their elimination. The priority character of marriage and family relations as one of the leading directions of social policy of any modern state predetermines the importance of…

A company needs appropriate sources – assets for functioning and development. Such assets can be finances from equity capital or outside sources. Assets and its financing sources are reflected in economic entity’s balance sheet assets and liabilities. Their internal structure and relations have significant impact…

This article covers the problem of implementation of trained neural network models in the production environment in order to use them in mobile and web applications. It describes basic frameworks dedicated to the design and training of neural networks, and possible solutions to use during…

In this paper the properties of t-Student significance test in time series modeling are discussed. In particular GARCH models are considered. Their special property is the volatility clustering effect. Apart from the classic GARCH process, tests were also carried out in the case of processes…

Digital technologies have grown in importance in education over time and have become even more relevant with the epidemiological context established by the COVID-19 pandemic, necessitating unexpected and profound changes in work organization. These changes, in educational institutions, have resulted in the widespread use of remote…

The article shows a problem of digital picture classification with the use of convolutional neural networks in a multiclass classification problem. It describes basic problems related to the classification of data sets with a very large number of classes, and basic picture preprocessing operations. It…

Municipal waste is of particular interest to the European Union (EU), with a lot of measures having been adopted to this end. Rational waste management results not only from environmental concerns but also from the need to reduce the amount of waste generated and increase…