• A
  • A
  • A
  • АБВ
  • АБВ
  • АБВ
  • A
  • A
  • A
  • A
  • A
Обычная версия сайта
  • RU
  • EN
  • HSE University
  • Publications
  • Articles
  • Условия использования судебных актов для машинного обучения (на примере отдельных решений о защите права собственности
  • RU
  • EN
Расширенный поиск
Высшая школа экономики
Национальный исследовательский университет
Priority areas
  • business informatics
  • economics
  • engineering science
  • humanitarian
  • IT and mathematics
  • law
  • management
  • mathematics
  • sociology
  • state and public administration
by year
  • 2028
  • 2027
  • 2026
  • 2025
  • 2024
  • 2023
  • 2022
  • 2021
  • 2020
  • 2019
  • 2018
  • 2017
  • 2016
  • 2015
  • 2014
  • 2013
  • 2012
  • 2011
  • 2010
  • 2009
  • 2008
  • 2007
  • 2006
  • 2005
  • 2004
  • 2003
  • 2002
  • 2001
  • 2000
  • 1999
  • 1998
  • 1997
  • 1996
  • 1995
  • 1994
  • 1993
  • 1992
  • 1991
  • 1990
  • 1989
  • 1988
  • 1987
  • 1986
  • 1985
  • 1984
  • 1983
  • 1982
  • 1981
  • 1980
  • 1979
  • 1978
  • 1977
  • 1976
  • 1975
  • 1974
  • 1973
  • 1972
  • 1971
  • 1970
  • 1969
  • 1968
  • 1967
  • 1966
  • 1965
  • 1964
  • 1963
  • 1958
  • More
Subject
News
August 25, 2026
Scientists Develop Algorithm for More Reliable Processors in Data Centres
Researchers from HSE MIEM and Samara University have developed the LRF-3D algorithm to automatically bypass idle nodes in three-dimensional networks-on-chip. Thanks to its hierarchical architecture, the algorithm outperforms existing solutions in both speed and path accuracy, improving processor reliability for use in data centres, supercomputers, and AI computing. The source code and test results are publicly available.
August 24, 2026
Researchers Develop Method for Direct Generation of Regulatory DNA
Researchers at HSE University have developed a model for generating promoters and enhancers—DNA sequences that regulate gene activity. The model works directly with DNA nucleotides, without first transforming them into a continuous numerical representation. This solution could be useful for applications in synthetic biology and gene therapy. The study results were presented at the ICLR 2026 Workshop ‘Generative AI in Genomics (Gen^2): Barriers and Frontiers.’
August 21, 2026
Social Integration: At the Crossroads of Knowledge and Values
The International Laboratory for Social Integration Research (ILSIR) at HSE University studies the challenges faced by vulnerable groups and explores ways to help them participate fully in everyday life. To develop effective solutions, the laboratory’s researchers combine cutting-edge methods with practical fieldwork. In this interview with the HSE News Service, Laboratory Head Elena Iarskaia-Smirnova discusses the laboratory’s work.

 

Have you spotted a typo?
Highlight it, click Ctrl+Enter and send us a message. Thank you for your help!

Publications
  • Books
  • Articles
  • Chapters of books
  • Working papers
  • Report a publication
  • Research at HSE

?

Условия использования судебных актов для машинного обучения (на примере отдельных решений о защите права собственности

Правоприменение. 2020. № 4. С. 102–114.
Alexeevskaya E.

The purpose of this article is to make a thorough analysis of the effectiveness of justice in providing recourse to private property violations in Russia. We also sought to discover whether the judicial protection has been substantially improved, following the promises of the government, and whether the current legal decisions may serve as input data for a machine learning algorithm in the near future. The article presents an analysis of the changes in the Russian procedural law and in the regulation of the national judicial system in the recent years, which form new trends in judicial practice, according to the latest cases for the protection of private property in the courts. The article argues that these trends will negatively affect the automation of justice in the context of the nationwide digitalization of justice, which requires setting guidelines for the automated judicial decisions followed by the automated delivery of judicial documents.

This article’s methodology combines comparative research, foresight, and critical approaches through formal logic, structured analysis, induction, and deduction. Our research produced the following conclusions and findings.

The recent relocation of the Constitutional Court of Russia from Moscow to St. Petersburg did not promote the judicial independence of the Court. On the contrary, the Constitutional Court, through formal excuses, refrains from processing complaints on violation of private property rights and on the inefficiency of judicial procedures.

The recent merger of the Supreme Arbitration Court of Russia and the Supreme Court of Russia has contributed to the uniformity of judicial practice, yet, it violated the rights the owners of the shared premises in apartment buildings, but favored the beneficiaries of the management companies, which breach the owners’ rights.

The article argues that there is a systemic deficiency in protecting private property in Russia, since neither the rules of civil and administrative proceedings, nor the constitutional control tools provide adequate protection on the matter. Judicial acts studied in this article prove their ineffectiveness in contributing to the quality machine learning database for artificial intelligence required for the transition to automatic generation of blueprints and templates of court decisions. They are unsuitable for searching the database for the instances of the application of the law referred to by the plaintiffs, since the courts evade their procedural obligation to explain their rejection of certain laws forming the basis of a lawsuit or a complaint, and turn to other norms instead. These circumstances require the immediate response from the state authorities, including finding efficient ways to provide sustainable development of justice, i.e. ensuring the Rule of Law and access to courts, since otherwise the digitization of justice will lead to the automation of arbitrariness.

Research target: Law
Language: Russian
DOI
Text on another site
Keywords: искусственный интеллектмашинное обучениеправо собственностисудебная защитаprivate propertyjudicial protectionData Mining and Machine Learningdigitalization of justiceцифровизация правосудияArtificial intelligence (AI)shared property
Similar publications
Ответственность иностранного менеджмента при банкротстве при банкротстве иностранной компании: пределы vis attractiva concursus и lex fori concursus. Часть II: российское преломление
Mokhova E., Закон 2026 № 8 С. 156–178
The article is the second part of the study of the responsibility of foreign directors in the bankruptcy of foreign companies, where the issue is raised for Russian main and secondary (local) insolvency proceedings It is concluded that bringing foreign directors to subsidiary (vicarious) liability is justified in the main insolvency proceeding, but is not ...
Added: August 31, 2026
Russo-Latin American Relations After 2022: Continuity and Change
Kosevich E., Problems of Post-Communism 2026 P. 1–21
Since 2022, the Kremlin has revised its foreign policy priorities. Russia’s traditional Western partners have been designated as “unfriendly countries,” and Moscow has increasingly focused on intensifying rapprochement with states in the Global South, with Latin America and the Caribbean (LAC), as the US’ closest neighbors, occupying a special place in this strategy. The region ...
Added: August 28, 2026
О предмете иска в практике арбитражных судов. Комментарий к определению Судебной коллегии по экономическим спорам ВС РФ от 29 мая 2025 года № 305-ЭС25-2334
Иванов О. С., Вестник экономического правосудия Российской Федерации 2026 № 7 С. 4–11
Using an example from the case law of the Supreme Court of the Russian Federation, this commentary examines the relationship between reducing the amount claimed and a partial withdrawal of a claim, as well as the place of the legal characterization of claims among the elements of a claim. According to the author, the established ...
Added: August 28, 2026
Цифровой двойник: правовая природа, уровни и опыт Бразилии
Shchennikova I., Закон 2026 № 8 С. 84–93
Digital twin technology is widely used in various sectors of the economy, modeling subjects and objects based on data about them and the environment surrounding them. In the broadest sense, the goal of a digital twin is to solve a problem including the problem of studying of the modeled subject or object and ensuring its ...
Added: August 28, 2026
Асимметрия информации на рынке адвокатских услуг: создание рейтинга методами машинного обучения
Kazun A., Девятников В. Ю., 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
Категория «ценность данных» как ключевой фактор экономики данных: концептуальные основы
Лескина Э. И., Журнал российского права 2026 Т. 30 № 8 С. 137–154
The transition to a data economy has allowed us to take a fresh look at such an asset as data, which is called a new fuel, a new asset, a new currency. Data is valuable, and its value can be expressed in monetary terms. This affects the data economy, digital sovereignty, and the distribution of ...
Added: August 27, 2026
Обеспечение занятости, производительного труда и социальная защита в условиях гибридных правовых режимов: междисциплинарный подход
Batusova E. S., Shershneva-Tcitulskaya I., Институт государства и права РАН, 2026.
Монография посвящена разработке и исследованию актуальной и перспективных моделей регулирования трудовых, социально-обеспечительных и социально-защитных отношений в условиях гибридных правовых режимов. В четырех главах авторы обсуждают дискуссионные междисциплинарные вопросы формирования доктринальной модели гибридных правовых режимов, используя компаративистский и сравнительно-исторический подходы, исследуют проблемы обеспечения занятости, защиты трудовых прав и обеспечения производительного труда, а также свойственные им особенности ...
Added: August 26, 2026
Демократия в эпоху социальных трансформаций: два различных подхода
Medushevsky A. N., Liberal.ru 2026
The Liberal Mission Foundation continues to introduce readers to new concepts of democracy and relevant publications. This discussion focuses on the challenges facing democracy in the era of globalization, as addressed in two recent books: *The Backsliders: Why Leaders Undermine Their Own Democracies* by S.C. Stokes (2025) and *Critical Theories and the Postsocialist Challenge: Race, ...
Added: August 26, 2026
Искусственный интеллект и этика будущего
Medushevsky A. N., Liberal.ru 2026
Today, more than ever before, the contribution of new technologies shapes the conditions of humanity's existence as a biological species, prompting a debate about its prospects for survival. This process of transformation—which spans every sphere of social and moral regulation, from family relations and child-rearing to the very meaning of life—is dividing public opinion between ...
Added: August 26, 2026
Воображаемые конституции: от полезной фикции до деструктивной утопии
Medushevsky A. N., Сравнительное конституционное обозрение 2026 Т. 35 № 2 (167) С. 4–29
In the context of the rapid changes in the modern world associated with globalization, informatiza tion, and the revision of ethical standards of mass behavior, legal theory faces a number of problems — the loss of consensus in understanding global constitutionalism, growing disagreements regard ing its values and principles, and unclear prospects for the future. ...
Added: August 26, 2026
Вопрос вопросов: может ли судья быть независим? Размышления о книге: Морщакова Т. Судья вне зависимости. М.: Фонд «Президентский Центр Б.Н.Ельцина», 2025
Medushevsky A. N., Сравнительное конституционное обозрение 2026 Т. 35 № 1 С. 53–77
Judges should be independent of politics, yet they are constantly ensnared by it. Politics haunts judges even where the full scope of constitutional guarantees for the separation of powers and an in dependent judiciary is in place, infiltrating the courtroom through variable interpretations of the val ues, principles, and norms of the constitution, the selection ...
Added: August 26, 2026
Добродетель и порок: этические кодексы маргинальных сообществ современной России. Часть 2
Medushevsky A. N., Вопросы теоретической экономики 2026 № 2 С. 146–164
It is generally accepted that the basis of social and legal stability in any society is a consensus on vir tue — the fundamental values of proper behavior, ways of maintaining and reproducing them. And, conversely, the destruction of this consensus is a sign of the loss of stability and divergence of positions of social ...
Added: August 26, 2026
Право и нравственность: этические кодексы как инструмент публично-правовой политики России// Сравнительное конституционное обозрение.
Medushevsky A. N., Сравнительное конституционное обозрение 2025 Т. 34 № 4 С. 135–166
The communist morality created in the USSR to form a “new man” was based on a code of moral values that replaced traditional religious ideas with the ideological postulates of a one-party dictator ship. The crisis and collapse of this ideology in post-Soviet Russia led to the emergence of an “ethi cal vacuum” — moral ...
Added: August 26, 2026
Следует ли повиноваться несправедливым законам? Моральный выбор в юриспруденции от Б.Н.Чичерина до современности.
Medushevsky A. N., Российская юстиция 2025 № 11 С. 14–25
Globalization has exacerbated the eternal conflict between law and ethics: should national laws be respected when they conflict with universal international principles of human rights; should the law-abiding attitude operate in the same way in democracies and authoritarian states, and calls for emancipation take into account the degree of internal freedom of society and its ...
Added: August 26, 2026
Практикум по гражданскому процессу
Argunov A., Bardin L., Грибов Н. Д. et al., М.: Издательство Проспект, 2026.
Настоящее учебно-методическое пособие представляет собой сборник заданий и дополнительных вопросов для обсуждения, сопровожденных указанием на источники по темам, изучаемым в рамках курса «Гражданское процессуальное право». Законодательство приведено по состоянию на 1 мая 2024 г. Издание предназначено для студентов юридических вузов, изучающих дисциплину «Гражданское процессуальное право». ...
Added: August 24, 2026
Шизофрения и её влияние на лексический уровень языка
Tasenko O., Untila K., Shishkovskaya T. et al., В кн.: Десятая международная конференция по когнитивной науке: Тезисы докладов. Пятигорск, 26–30 июня 2024 г.: Пятигорск: ОПиИД УНР ФГБОУ ВО «ПГУ», 2024. С. 328–329.
Шизофрения – это хроническое психическое расстройство, которое выражается как комбинация психотических симптомов, таких как галлюцинации, бред и дезорганизация когнитивных функций. Для шизофрении характерны трудности с поиском слов, приближение слов, то есть  использование сходных по значению с нужным или же описывающих предполагаемое значение, а также использование негативной лексики чаще, чем в группе нормы, в том числе при  описании ...
Added: August 24, 2026
Реализация конвенций Международной организации труда в странах БРИКС как один из факторов унификации их трудового законодательства о рабочем времени и времени отдыха
Batusova E. S., Вестник Университета имени О.Е.Кутафина, Россия 2026 № 2 С. 55–64
The integration of international labour standards into the national legal systems of the BRICS countries is an important element in the unification of legal regulation of working hours and rest periods. Conventions of the International Labour Organization (ILO) play a key role in shaping unified approaches to the legal regulation of these aspects, which is reflected in setting ...
Added: August 24, 2026
VOLATILITY FORECASTING FROM ECONOMETRICS TO ARTIFICIAL INTELLIGENCE: A FOUR-STAGE REVIEW OF THE EVIDENCE PIPELINE FROM FORECAST ACCURACY TO PORTFOLIO PERFORMANCE
Lysenok N., International Journal of Computer Information Systems and Industrial Management Applications 2026 Vol. 18 No. 18s P. 1406–1430
A volatility forecast becomes useful only after it has passed through four stages: a model produces it, a trading rule consumes it, a portfolio aggregates the result, and an investor evaluates that result against a utility function. Each stage has its own mature evaluation apparatus, and each is studied in isolation. This review traces the ...
Added: August 23, 2026
Право недвижимости Российской Федерации. Понятие и виды недвижимых вещей : учебник для вузов. 4-е изд., испр. и доп.
Alexeev V., М.: Юрайт, 2026.
Курс представлет собой системное исследование вопроса об общем понятии недви жимой вещи и отдельных видах недвижимости по российскому гражданскому праву. Здесь вы найдете темы, посвященные земельному участку, участку недр, зданию, сооружению, объекту незавершенного строительства, искусственному земельному участку, самовольной постройке, помещению, машино-месту, единому недвижимому комплексу. Рассматривается также вопрос о структуре собственности в здании и сооружении, а также в территориальных комплексах недвижимых вещей. ...
Added: August 21, 2026
Which Model Families Pay? Econometric, Gradient Boosting and Recurrent Neural Network Volatility Forecasts in Active Trading Strategies on the Russian Stock Market
Lysenok N., International Journal of Computer Information Systems and Industrial Management Applications 2026 Vol. 18 No. 17s P. 533–549
This paper asks which families of volatility forecasting models create economic value in active trading, and through which integration channel that value is transmitted. Seven models drawn from four families — econometric (GJR-GARCH, HAR-J), gradient boosting (XGBoost, LightGBM), recurrent neural networks (LSTM, GRU) and a hybrid combining HAR-J with boosting — are compared on the ...
Added: August 18, 2026
ПОНЯТИЕ, ПРАВОВАЯ ОСНОВА, ИСТОЧНИКИ И АКТЫ РЕАЛИЗАЦИИ УГОЛОВНО-ПОЛИТИЧЕСКОЙ ДОКТРИНЫ
Karabanova E., Lex Russica (Русский закон) 2026 Т. 79 № 7 С. 52–62
Strategic planning is an important stage of Russian state policy. In this study, the author examines the organizational problems involved in constructing a modern criminal policy and analyzes approaches to the formation of its normative and political and legal sources. The author seeks to analyze certain issues related to defining the concept of a criminal ...
Added: August 17, 2026
CAD2TechSpec: a framework for automating design processes within computer-aided design systems
Minets M., Krasnozhenov G., Trofimova E. et al., PeerJ Computer Science 2026 Vol. 12 Article e4063
This article presents CAD2TechSpec, a novel framework for automating design processes within computer-aided design (CAD) systems by leveraging multimodal large language models (LLMs). The framework enables the analysis and generation of detailed design specifications, including the automated creation of machining process plans. Our system architecture combines 3D model rendering, dimensionality reduction techniques, and the capabilities ...
Added: August 12, 2026
(Не)применение исполнительского иммунитета в делах об обращении в доход государства коррупционно нажитого имущества
Романюк В. И., Российское право: образование, практика, наука 2025 № 5 С. 53–63
The question of applicability of immunity from enforcement in cases of prosecutor filing an anti-corruption claim is related, on the one hand, to the very nature of such a claim as a means of minimizing the consequences of corrupt behavior, and, on the other, to the origin of the possessions seized in this case. Taking ...
Added: August 10, 2026
Cambodia's Policy on the Artificial Intelligence: Determinants, Directions, Interim Outcomes
Kanaev E., Southeast Asia: Actual Problems of Development 2026 Vol. 1 No. 1(70) P. 153–163
The article aims to specify the degree of success Cambodia has been able to achieve in developing its Artificial Intelligence (AI) ecosystem seen through the prism of the state of the country’s non-digital assets as an outcome of its economic modernization, as well as of its digital projects and initiatives. Outlining the specifics of Cambodia’s ...
Added: July 30, 2026
  • About
  • About
  • Key Figures & Facts
  • Sustainability at HSE University
  • Faculties & Departments
  • International Partnerships
  • Faculty & Staff
  • HSE Buildings
  • HSE University for Persons with Disabilities
  • Public Enquiries
  • Studies
  • Admissions
  • Programme Catalogue
  • Undergraduate
  • Graduate
  • Exchange Programmes
  • Summer University
  • Summer Schools
  • Semester in Moscow
  • Business Internship
  • Research
  • International Laboratories
  • Research Centres
  • Research Projects
  • Monitoring Studies
  • Conferences & Seminars
  • Academic Jobs
  • Yasin (April) International Academic Conference on Economic and Social Development
  • Media & Resources
  • Publications by staff
  • HSE Journals
  • Publishing House
  • iq.hse.ru: commentary by HSE experts
  • Library
  • Economic & Social Data Archive
  • Video
  • HSE Repository of Socio-Economic Information
  • HSE1993–2026
  • Contacts
  • Copyright
  • Privacy Policy
  • Site Map
Edit