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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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IdeaChain: a conceptual proposal for blockchain-based STI policy development

Foresight. 2020. Vol. 22. No. 2. P. 189–204.
Burmaoglu S., Saritas O., Sesen H.

Purpose

The purpose of this study is to discuss the possibility of setting up a platform for inclusive policymaking process drawing upon the blockchain concept. The study posits that blockchain also has great potentials in non-financial applications, such as in policymaking, where there is a need for bottom-up approaches with more decentralized, distributed and evidence-based processes.

Design/methodology/approach

The study makes use of an analogy-based creative design methodology. The design science paradigm has its roots in engineering and the sciences of the artificial (Simon, 1996). As a problem-solving paradigm for solving complex engineering issues, design science seeks to create innovations that define the ideas, practices, technical capabilities and products through which the analysis, design, implementation and use of information systems can be effectively and efficiently accomplished. In the present study, the policy development theories and the logic of blockchain are synthesized to prepare a task model for the “IdeaChain” concept as a platform for creating, sharing and validating novel ideas as well as converting them into policies or new ventures through the funding mechanisms.

Findings

The IdeaChain concept is designed and demonstrated through its use in the domain of science, technology and innovation (STI) policy, which can be extended to cover all innovative activities linking the whole process from their emergence, funding, development, implementation and impact upon policy.

Originality/value

Blockchain is mostly discussed in literature with its impact on financial sector. IdeaChain is the first attempt to explore the potentials of blockchain in STI policymaking.

Priority areas: economics state and public administration
Language: English
Full text
DOI
Text on another site
Keywords: STI policyНаучно-техническая и инновационная политикасетевое обществоблокчейнnetwork society blockchaincommonsIdeaChain
Publication based on the results of:
Development of new methods for global technology trends detection on the basis of intellectual big data analysis (2020)
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