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The relations of equivalence, tolerance, and partial order are considered in the set of strategies of the JSM method for automated research support. These relationships are used to increase the completeness and improve the degree of plausibility of the forecast.
The article represents the current state of the use of non-fungible tokens as blockchain-enabled cryptographic assets that represent proof of ownership of digital objects. Their great potential is substantiated as a means of protecting various types of information, capable of ensuring its...
A new approach to the study of the structure of universal classification based on the analysis of subordination of hierarchical levels is presented. The proposed method makes it possible to identify violations of hierarchical subordination to exclude possible errors that occur when editing them...
The problem of the automatic analysis of large corpora of humanitarian texts is investigated. Book reviews are considered as a space of cultural code containing information on the value dominants in the consciousness of the modern reader. The database Reviews of Works of Fiction Containing...
—This article describes three identifying characteristics of stop words—statistical, semantic, and morphological—and postulates new principles for the creation of stop word lists based on these characteristics. The application of the principles is demonstrated by creating a Russian-language...
—The features of human-machine documentary search focused on information support of cognitive processes are considered. The concepts of meaning and semantic information search are analyzed. The concept of deep semantic search is introduced, considered as an interactive process with search...
The paper presents an estimation of overfitting probability for VKF-method of algebraic machine learning in the simplest case of Boolean algebra without counter-examples. The model uses the Vapnik—Chervonenkis proposal to minimize the empirical risk. Asymptotically the probability of overfitting...
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