On the Asymptotic Methods of the Mathematical Models of Strongly Nonlinear Physical Systems

Development of the system to integrate and generate content considering the cryptocurrent needs of users

“…-Selection of information from social networks based on Web-Mining and Data-Mining, posts, short messages by users, selection of messages from thematic forums, news sites, for the category of cryptocurrency [70].…”

Design of a recommendation system based on collaborative filtering and machine learning considering personal needs of the user

“…Another example of solving it is the combination of CF and CBF [46]. The issue related to the cold start is also resolved by using a mathematical technique for combining weighted outputs from different strategies on recommendations applying the Ordered Weighted Averaging (OWA) method [47].…”

Development of the quantitative method for automated text content authorship attribution based on the statistical analysis of N-grams distribution

“…Thus, speech prefers a small number of units (the prevalence law), which constitutes the core of the speech subsystem, whereas in the language, all units are equally probable [51]. In different languages, the frequency of the same letter or a sequence of letters is different, so knowing the order of the most frequent letters, bigrams, trigrams, four-grams of a particular language, it is possible to identify it automatically [52]. The frequency of these units in a language is determined using representative sampling, since frequency in the works by specific authors, styles or themes is also different [53].…”