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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.
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?

To Take Part in a Conference or Make a Conference – Intellectual Capital in Practice

P. 151–156.
Tomé E., Kovalev A., Khazieva N.

Once we study any subject or theory, it is important to find a suitable field or direction in order to apply our knowledge. By encountering new perspectives, we collect new knowledge and we try to share this knowledge. The knowledge in itself does not give a great benefit. It is not enough to have knowledge from an encyclopedia – it is important to use this knowledge. Only using unique, specific knowledge or Intellectual Capital leads to a competitive advantage. You may have expertise about an object or a process; know how to perform a task or manage a process, however, when you utilize your Intellectual Capital in practice, you compete. In addition, the spheres of use may not be obvious. For example, could conferences be the place where we create new knowledge, form the Intellectual Capital, share and use it? To answer to this question we establish research objective - identify the reasons why people organize the conferences and why other people take part in.

The theoretical base of our paper primarily consists of electronic resources and non-formal discussions with people who take part in conferences and who organize them to understand what the purpose of conferences is. Thus, the methodology of our paper includes literature review dedicated to the issues of organizing the conferences and several short interviews. This is only first step of our research to understand how can we use IC in the conferences. Despite this fact, we reached some interesting outcomes – the most reasons of participation in the conference overlap the reasons of organization of conferences.

Language: English
Keywords: knowledge sharingknowledge creationrole of conferencesUsing of Intellectual capital

In book

Proceedings of the 9th European Conference on Intellectual Capital ECIC 2017
Reading: Academic Conferences and Publishing International Limited, 2017.
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