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May 25, 2026
HSE Scientists Train Neural Network to 'Hear' Faults in Electric Motors
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.
May 25, 2026
'The Humanities Serve as a Conscience'
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.
May 25, 2026
Is It Possible to Predict a Citys Life Based on the Shape of Its Neighbourhoods?
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.

 

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Reforms and Innovation in Education - Implications for the Quality of Human Capital

Springer, 2017.
Under the general editorship: Sidorkin A. M., M. Warford

This book investigates the interrelationship between educational reforms and pedagogical and technological innovations, as well as the implications of this relationship for the quality of human capital. By analyzing recent educational reforms in Russia and the US, the authors shed new light on how these reforms may help or hinder innovations, such as the introduction of computer technologies into classrooms, new methods of teacher evaluation, constructivist teaching methods, and governance in public schools.

Taking labor economics as a useful lens for conceptualizing the diffusion of innovation, in the first part of the book the authors analyze book how certain power arrangements can block educational innovations in schools. In the second part they examine recent educational reforms in the US and Russia. The final part presents a vision of the next generation of educational reforms, which may enable innovation diffusion, rather than hamper it. 

Chapters
Identifying Factors Associated with the Survival and Success of Grassroots Educational Innovations
Smirnov I., , in: Reforms and Innovation in Education - Implications for the Quality of Human Capital.: Springer, 2017. P. 85–98.
Added: October 17, 2016
Innovators from within and from without the education system
Koroleva D., Khavenson T., , in: Reforms and Innovation in Education - Implications for the Quality of Human Capital.: Springer, 2017. Ch. 4 P. 69–83.
The chapter describes characteristics of Russian innovators acting within and without formal education system in comparison with Russian population as a whole. The study gives an indication of values (according to Schwartz’s theory) and motivational (PSED questionnaire)  structure inherent to innovators as well as socio-demographic information such as education and occupation. The main values that ...
Added: May 21, 2017
People Matters: Innovations in Institutionally Weak Contexts
Safronov P., , in: Reforms and Innovation in Education - Implications for the Quality of Human Capital.: Springer, 2017. P. 53–67.
Our theoretical question is whether subjective implications of innovative processes largely dominated their diffusion within the institutionally weak context of late Soviet socialism and the new Russia of 1990s and why that happened. This subjectification of innovations was first detected through close reading of research philosophical, and/or (auto)biographical accounts produced by members of the Innovation ...
Added: October 10, 2017
Human Capital and Innovations in Education
Sidorkin A. M., , in: Reforms and Innovation in Education - Implications for the Quality of Human Capital.: Springer, 2017. Ch. 8 P. 127–139.
Added: October 11, 2017
Research target: Education
Language: English
DOI
Keywords: innovations in education
Reforms and Innovation in Education - Implications for the Quality of Human Capital
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