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Author

Maria Shmygina

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2026

APPLICATION OF MACHINE LEARNING METHODS IN ORGANIZATIONAL DECISION SUPPORT SYSTEMS

Under the conditions of accelerated digital transformation and exponential growth of unstructured data, classical management methods fail to provide the required speed and accuracy of business decisions. This article investigates the integration of Machine Learning (ML) algorithms into organizational Decision Support S...

Maria Shmygina · 0 citations
2026

USING BIG DATA TECHNOLOGIES TO IMPROVE THE EFFICIENCY OF MANAGEMENT DECISIONS

The author's focus is on assessing the real economic effect of integrating Big Data tools based on theoretical principles and empirical experience of domestic market leaders and it is noted that the close symbiosis of management expertise and machine intelligence is being established as a basic criterion for the viabil...

Maria Shmygina · 0 citations

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