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Titlebook: Ecosystems Without Borders 2023; Opportunities and Ch Ruslan Polyakov Conference proceedings 2023 The Editor(s) (if applicable) and The Aut

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Industrial Clusters and the Process of Their Self-organizationmple of the “Shipbuilding cluster of the Kaliningrad region”. The purpose of this article is to study industrial clusters and the process of their self-organization in the region from the point of view of a circular economy. In this regard, the paper considers the evolution of the theory and methods
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Business Ecosystems as Innovative Models for the Development of Modern Companiescreates a complete environment for consumers and increases the income of companies. The paper discusses the concept and types of business ecosystems, analyzes the strategies for building business ecosystems and identifies prospects for their further development.
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Modeling Method in Ecological and Economic System Development of a Transport Companyan optimal ecological and economic model in conditions of uncertainty and risk is becoming a trend phenomenon for transport companies in connection with the reorientation of relations between countries in the conditions of world economy. Many companies in the transport industry have significant stru
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Towards Scalable Consortium-Based Organic Agri-Food Systemssystems at the initial stage of their formation. Adding an agro-industrial holding (integrator) to the system would allow the formation of consortiums, which is a mechanism for becoming hybrid organic agri-food systems scalable. Also, such cooperation is a fundamental for creating full-fledged expor
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A Compositional Approach to Labor Potential Evaluation and a Neural Network Model for Its Forecastinm. Also the paper clarifies actor’s properties monitoring particulars and working conditions, as well as observed data encoding rules for processing them in impulse recurrent neural networks. Authors disclose a neural network model for predicting labor potential and implementing algorithms. The nove
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The Use of Neural Network Technology in Bank Digital Ecosystems the main stages of working with neural networks (neural network architecture) and their application in the banking sector using the examples of credit risk assessment, forecasting stock indicators, fluctuations in the exchange rate. This paper also demonstrates the use of a neural network as a univ
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Actual Problems of Circular Economy a cyclical pattern is determined by the rapid development of society, the increase in CO. emissions and resource limitations. The vector of development of the circular economy is meeting the needs of society through renewable assets or resources that have passed the stages of production and consump
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