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JOURNALS // Doklady Rossijskoj Akademii Nauk. Mathematika, Informatika, Processy Upravlenia // Archive

Dokl. RAN. Math. Inf. Proc. Upr., 2022 Volume 508, Pages 33–40 (Mi danma335)

This article is cited in 1 paper

RESULTS OF ARTIFICIAL INTELLIGENCE RESEARCH CENTERS

Intelligent technologies for digital transformation of industrial production

A. V. Boukhanovsky

National Research ITMO University, St. Petersburg, Russia

Abstract: The research activities and key results obtained at the artificial intelligence research center “Strong AI in the Industry” based on ITMO University are presented. The concept and goal setting of the Center, its key scientific results, open frameworks and libraries, and practical results demonstrating implementations in various industries are described. Special attention is given to activities concerning the development of promising AI technologies, such as automated machine learning, generative design, and planning of purposeful activity under uncertainty and data incompleteness.

Keywords: artificial intelligence, automated machine learning, generative design, Bayesian networks, heuristic optimization, open framework.

UDC: 004.8

Presented: V. B. Betelin
Received: 28.10.2022
Revised: 31.10.2022
Accepted: 01.11.2022

DOI: 10.31857/S2686954322070037


 English version:
Doklady Mathematics, 2022, 106:suppl. 1, S28–S34

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© Steklov Math. Inst. of RAS, 2026