Researchers at the AI and Digital Science Institute of the HSE Faculty of Computer Science have developed a new method—the Signature-Guided Data Augmentation (SGDA) framework—that achieves 99% accuracy in motor fault detection and 86% accuracy in fault classification. The application of this approach can reduce industrial equipment repair costs, minimise downtime, and improve production safety. The study results have been published in Engineering Applications of Artificial Intelligence.
Maria Mizernaia studies Soviet literature and the history of book publishing. In this interview for the HSE Young Scientists project, she discusses plans to publish a novel about besieged Leningrad, AI-provoked reflections on what it means to be human, and how novels can help satisfy our dopamine hunger.
Is it possible to predict, based on the configuration of streets and buildings, where a café will open or where traffic congestion will occur? Participants in the Spatial Analysis and Modelling of Urban Processes research and study group use open data and machine learning to identify universal patterns. Alexander Sheludkov and Eduard Somov discuss the purpose of comparing cities, the need for new forms of urban statistics, and how open data is transforming approaches to urban studies.
Kondratenko V., Roshchina Y., Экономическая социология 2021 Т. 22 № 3 С. 129–157
Alcohol is an important part of the culture of many people, and the patterns of its consumption differ according to the types of drinks people drink, in what circumstances they drink, what kind of meaning drinking offers them, etc. In this article, we decided to classify publications on differences in drinking patterns based on a ...
Sheina M. V., В кн.: Актуальные вопросы педагогики и психологии: материалы международной научно-практической конференции (01 августа 2011 г.)Ч. Часть III.: Новосибирск: ЭНСКЕ, 2011. С. 23–30.
Регулируя набор продуктов, потребляемый ребенком, можно снижать риски возникновения заболеваний. Однако в большой части семей не происходит формирования потребительской культуры у детей в отношении потребления продуктов питания. Компенсировать этот недостаток частично может школа, однако для этого соответствующий уровень грамотности и навыков должны иметь учителя. ...
Sheina M. V., Козлович Е. А., В кн.: «Экономика и современный менеджмент: теория и практика»: материалы XXVI международной заочной научно-практической конференции. (19 июня 2013 г.).: Новосибирск: СибАК, 2013. С. 116–125.
The game-theoretic model developed in this article formulates the conditions required for the incorporation the corporate social responsibility (CSR) policy into the business as a mechanism of signaling. The model is based on the following principles: the Cournot model, the segmentation of consumers by their health deterioration risk attitude, the choice about CSR strategy by ...