Latest Communications of International Proceedings articles

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…

Home is a concept that accompanies man at all times and in each historical epoch. It is of paramount importance not only in Europe but in all cultures’ spiritual and material heritage. ‘It determines the circle of elementary experiences of every human being and is…

The purpose of the article is to present the conditions and the state of development of agritourism activities in Central and Eastern Europe, with particular emphasis on the situation in Poland. Agritourism in Poland is an important form of business diversification, especially in rural and…

One of the most significant factors affecting supervised neural network training is the precision of the annotations. Moreover, the problem of inconsistent data annotations is an integral part of real-world supervised learning processes, concerning even annotations created by experts in the field. One practical example…

The Covid 19 pandemic became the catalyst for the digitization process when research laboratories equipped with state-of-the-art experimental facilities and analytical equipment became unusable for more than a year and a half. Teams of researchers, professors and students continued in the virtual environment the research…