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Классификация текстов по жанрам при помощи алгоритмов машинного обучения
Научно-техническая информация. Серия 2: Информационные процессы и системы. 2018. № 8. С. 34–38.
Builova N.
The problem of documents classification by genre was examined in this review. The main characteristics of the text used to recognize the genre of text were highlighted, and the most widely used algorithms of machine learning were described. The methods considered serve for the classification of scientific, technical, journalistic and artistic texts.
Seleznev M., Луппова А. А., Вестник Свято-Филаретовского института 2026 Т. 18 № 1(57) С. 10–35
The story of the Tower of Babel (Gen 11:1-9) is one of the key episodes in the narratives of the Book of Genesis. In modern scholarship, various—often sharply divergent—datings of this pericope are proposed, as well as different interpretations of its place in the picture of the formation of the biblical text that was put ...
Added: October 9, 2026
Seleznev M., Луппова А. А., Вестник Свято-Филаретовского института 2026 Т. 18 № 2 (58) С. 322–349
Like other narratives in the Book of Genesis, the story of Cain and Abel (Gen 4:1–16) has been studied and commented upon for more than two millennia. However, recent scholarship has introduced significant revisions to traditional interpretations. Over the past five years, several monumental commentaries on Genesis 1–11 have been published, offering new—and sometimes mutually ...
Added: October 9, 2026
Seleznev M., Vestnik Drevnei Istorii 2026 Vol. 3 No. 86 P. 589–592
The article reconstructs the 'biography' of an alleged (in fact, non-existent) fragment of
4QDeutq said to contain a non-Masoretic reading of Deut 32 : 8. It traces how erroneous
references to the fragment emerged during the preliminary publication of the Scrolls in the
1950s, the scholarly attention this fragment received, its eventual disappearance from Qumran
studies after the official ...
Added: October 9, 2026
Ronko R., Тимофеева В. Д., Индоиранские языки 2026 Т. 2 № 2 С. 117–146
The paper is devoted to the variable number marking in Shughni
nouns and reports the results of corpus and experimental studies. In some languages,
including Shughni, the marking of plural nouns is not compulsory. Many
factors such as animacy, referentiality, morphological and semantic properties,
or syntactic position may determine the presence or absence of number marking.
The corpus study investigates ...
Added: October 8, 2026
Ronko R., Zemicheva S., Труды института русского языка им. В.В. Виноградова 2026 Т. 3 № 49 С. 133–149
In the dialects of the Russian-Belarusian borderland, the verb byt’ ‘to be’ in the present tense is represented by a set of short (e, ё) and full forms (ecть, ёсць, etc.). This article investigates the variability of these forms in the dialect corpus of the village of Spiridonova Buda (Zlynkovskij District, Bryansk Region) and in ...
Added: October 8, 2026
Ronko R., RHEMA. РЕМА 2026 № 1 С. 9–20
In the introductory article to the thematic volume devoted to grammatical research on the speech of several villages, the main linguistic-geographical information about the dialect is presented, along with a description of the key methodological principles for working with the material. The dialects under study belong to the group of the Pskov dialects and border ...
Added: October 8, 2026
Rezvykh P. V., Вестник Российского университета дружбы народов. Серия: Философия 2026 Т. 30 № 1 С. 127–143
The issue delivers an analysis of schellingian motives in the later works by A.F. Losev. The author brings information about Losev’s retrospective evaluation of Schelling’s influence on the formation of his own philosophical approach, it’s specific character and it’s grade. The author shows that all the main investigation projects of the later Losev which have ...
Added: October 7, 2026
Pershkina A., Slovĕne 2026 Т. 15 № 1 С. 174–192
The article newly presents archival materials from the Directorate of Imperial Theaters relative to the organization of a crocodile exhibition held in St. Petersburg Passage department store in the autumn of 1864, along with newspaper reports on the event. The close analysis of specific articles demonstrates that this exhibition served as the direct inspiration and ...
Added: October 5, 2026
Dezi A., Sesto San Giovanni: Mimesis, 2026.
This book is a metaphysical inquiry into the nature and origin of the manifold. Taking Schelling’s Erlangen lectures of 1820–1821 as its point of departure and hermeneutic horizon, it develops an interpretation of Nomos that transcends its political, juridical, and social determinations. Nomos thereby emerges as the ontological principle of an infinite, variegated multiplicity of ...
Added: October 2, 2026
Файзов Д., М.: Новое литературное обозрение, 2026.
Новая книга Д. Файзова пронизана голосами других поэтов. Речь не о расхожей постмодернистской центонности. Это микроинтертекстуальность на уровне конкретных слов и приемов, коллаж осколков чужих голосов, однако таких осколков, которые сохраняют способность отсылать к целому и к тому же вписаны — вклеены на манер аппликации — в узнаваемую интонацию самого поэта. Данил Файзов—поэт, культуртрегер, редактор. ...
Added: October 2, 2026
Konstantinov A., Elizarova Anastasiya P., Utkin L., Computing, Telecommunications and Control 2026 Vol. 19 No. 1 P. 16–25
Decision trees and their ensemble extensions, such as random forests, are widely used as classification models due to their simplicity and interpretability. However, in many real-world tasks where class labels overlap in the feature space, standard decision trees rely on hard splits that create fragile decision boundaries. In these regions, small perturbations in the input ...
Added: October 2, 2026
Vinogradov A., Rodionov O., Travaux et Memoires 2026 Vol. 30 No. 2 P. 1075–1089
This article examines the manuscript tradition of Kallistos Angelikoudes’ Hesychastic consolation, a fluid and complex corpus of thirty Logoi preserved primarily in Vat. gr. 736. The authors survey all known witnesses—including the autograph Barb. gr. 420, the Lond. Arund. 520, and several later copies—and analyze their textual relationships, variant readings, and codicological features. They demonstrate ...
Added: October 1, 2026
International Joint Conferences on Artificial Intelligence, 2026.
Added: October 1, 2026
Громенко Е. С., Krongauz M., Антропологический форум 2026 № 70 С. 163–183
The paper describes the construction litso takoy-to natsionalnosti ‘a person of such-and-such an ethnicity’ in Russian with its semantic and pragmatic characteristics. The purpose of the study is to trace the appearance of the construction and analyse how it is used and how it is perceived. Three expressions representing this construction are considered in more ...
Added: September 30, 2026
Поцелуев В. А., Ural-Altaic Studies 2026 Vol. 62 No. 3 P. 62–81
In recent years, the researchers working on Uralic languages within Minimalism seem to have built a consensus on how to define the
position of negation in any language with a negative verb. The main and usually the only argument is based on the work [Mitchell 2006].
The argument is as follows: if the negative verb expresses tense, ...
Added: September 30, 2026
Portnoy S., Efremov A., Кузьмин В. В., В кн.: Распределенные компьютерные и телекоммуникационные сети: управление, вычисление, связь (DCCN-2026): материалы XXIX Международной научной конференции. Россия, Москва, 21–27 сентября 2026 г.: М.: РУДН, 2026..
В работе рассматривается возможность улучшения помехоустойчивости каскадного кода, состоящего из внутреннего кода Хэмминга (4,3) и внешнего кода Рида — Соломона (7,5) над полем GF(8), за счёт дополнительной кор рекции ошибок на основе машинного обучения. Внешний код декодируется списочным алгоритмом с перебором стираний; рассматриваются списки дли ной 5 и 10 комбинаций. Для компенсации потерь помехоустойчивости при ...
Added: September 26, 2026
Poddiakov A., / Series Social Science Research Network "Social Science Research Network". 2026. No. 7437658.
Clarity of knowledge and reasoning is necessary in many cases. Yet vagueness in scientific thinking related to surprise, curiosity, "ability to engage with not-knowing" (de Freitas) and abductive reasoning is also a crucially important source of scientific creativity which supplements combinatorial logic when dealing with the already known. Starting from studies by C. S. Peirce ...
Added: September 15, 2026
/ Series SSRN Working Paper Series "SSRN Working Paper Series". 2026.
Assessment item development requires careful control of construct alignment, response structure, difficulty, language, and review evidence. Large language models can accelerate item drafting, but ad hoc prompting is difficult to audit or reproduce. AIGRA is an R package for structured, agentic item generation, review, and analysis. It supports tabular item-bank templates, Python-backed generation workflows, direct ...
Added: September 14, 2026
Lebedev O. B., Левченко Д. Д., Черкасов Р. И., Инженерный вестник Дона 2026 № 2(134) Статья 7
This article analyzes the impact of artificial intelligence (AI) and machine learning technologies on the development and transformation of cyberthreats and the creation of highly effective cyberdefense systems. Key trends in AI evolution are discussed, including data-, model-, application-, and human-centric approaches, and their role in shaping both defensive and offensive capabilities. It is shown ...
Added: September 12, 2026
Lebedev O. B., Шмелева А. Г., Гежа Н. С., Информатика и автоматизация (Труды СПИИРАН) 2026 Т. 25 № 3 С. 720–750
This paper describes the development of a neural network model for automated analysis of medical data in electrophysiology based on deep learning methods. The relevance of this work stems from the growing need to improve the objectivity, speed, and accuracy of processing complex spatiotemporal signals, such as ECG or EEG. Convolutional neural networks (CNNs), which ...
Added: September 10, 2026
Вохминцев И. В., Вестник международных организаций: образование, наука, новая экономика 2026 Т. 21 № 2
The EAEU and the CSTO are Russia’s principal regional international organisations. Understanding, assessing, and analysing the foreign-policy positions of the countries that belong to them is a matter of the state’s national interests. This determines the purpose of the study: to identify the level and the form of cohesion in the voting of EAEU and ...
Added: September 7, 2026
Starodubov K., Гвасалия Г. В., Карасев П. И., Нано-био-технологии. Тепло- и электроэнергетика. Математическое моделирование: сборник статей III международной научно-практической конференции (Липецкий государственный технический университет, Липецк, Россия) 2025 С. 219–223
This paper discusses the concept of neural networks, convolutional neural networks, their architecture and their operation principle. The main attention is paid to testing the reliability of storing images of people as embeddings, which are considered to be unrecoverable in the original image. In the course of the research an experiment is carried out: the ...
Added: September 6, 2026
Vyacheslav D. Neverov, Lukyanov A., Andrey V. Krasavin et al., Physical Review B: Condensed Matter and Materials Physics 2026 Vol. 113 No. 2 Article 024515
We develop a neural network approach to solve the self-consistent Bogoliubov-de Gennes equations in strongly disordered s-wave superconductors. The method accurately reproduces inhomogeneous gap distributions and generalizes to system sizes far larger than those used in training. It reduces computational scaling from O(N6 ) to O(N2), enabling quantitative analysis of percolation phenomena and the superconductor-insulator ...
Added: September 5, 2026
Kazun A., Devyatnikov V., Белов М. Д., Вопросы теоретической экономики 2026 Т. 3 № 32 С. 115–135
Как понять, хорош адвокат или нет? В данной статье мы описываем методологию, позволяющую измерять качество юридической помощи через разницу между тем, что предсказывает модель машинного обучения по объективным характеристикам дела, и тем, чем дело закончилось в реальности. Мы исходим из предпосылки, что если у адвоката дела стабильно заканчиваются лучше ожидаемого, то он делает свою работу хорошо. ...
Added: August 28, 2026