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News
October 8, 2026
HSE Experts Take Part in 23rd Annual Meeting of Valdai Discussion Club
The 23rd Annual Meeting of the Valdai Discussion Club was held from September 28 to October 1, 2026 under the theme ‘Responsibility for the Future: Limits of the Possible, or Limitless Possibilities?’ The forum brought together 120 experts from 40 countries, including representatives of China, the United States, India, Brazil, the United Kingdom, Germany, Egypt, Iran, and Japan.
October 7, 2026
‘Our Team Consists of True Leaders in Their Respective Academic Disciplines
The HSE International Centre of Decision Choice and Analysis studies a wide range of methods for analysing decision-making and possible scenarios for the development of natural, socio-economic, and political phenomena using various mathematical models. The application of advanced mathematical methods to forecasting helps to prevent negative outcomes and avoid erroneous decisions. The HSE News Service spoke to the centre’s director, Prof. Fuad Aleskerov, about its work.
October 6, 2026
International N5 Symposium ‘Neural Networks and Nonlinearity in Nizhny Novgorod Brings Together Scientists from Russia and Serbia
The International N5 Symposium ‘Neural Networks and Nonlinearity in Nizhny Novgorod’ was held at the Nizhny Novgorod House of Scientists from September 23 to 26. The event was organised by HSE University–Nizhny Novgorod and the Nizhny Novgorod House of Scientists, with the participation of Sberbank and the Institute of Physics Belgrade. The symposium was held for the second time: the first conference took place in 2025 and attracted considerable interest from the academic community.

 

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Innovation Development: Review and Estimation of Heterogeneity

P. 22.1–22.10.
Myachin A. L.

The paper describes the assessment of data on the innovation development of individual countries and regions, taking into account a large number of different indicators. An overview of international and national approaches to the assessment of innovative development is presented: Global Innovation Index (Cornell University, INSEAD, and the World Intellectual Property Organization); Portfolio Innovation Index (USA). The mathematical apparatus for calculating each of them is given. The generalized groups of indicators included in each index are described. Designations and methods of calculation are given to a uniform form of presentation. A methodology for assessing the heterogeneity of the innovative development of countries/economic regions of innovation systems based on the use of clustering methods is proposed. The methodology of the compilation of three indices is given, taking into account the results of clustering and evaluating the qualitative proximity of the studied territorial entities.

Language: English
Full text
Text on another site
Keywords: innovationclusteringheterogeneitypattern analysisindices of innovation development
Publication based on the results of:
Decision making and data analysis in socio-economic and political systems (2020)

In book

Proceedings of the 20th International Conference on Group Decision and Negotiation
Ryerson University, 2020.
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