Adaptation of k-means to automated forecasting of poorly structured time series of economic dynamics

With the growing volume of data and increasing complexity of economic interactions, more advanced analysis methods and interdisciplinary approaches should be applied to study of systems with mixed behavior. Data mining methods used in machine learning or deep learning allow to take into account comp...

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Bibliographic Details
Main Authors: Dunskaia Lada, Popova Elena
Format: Article
Language:English
Published: Peter the Great St. Petersburg Polytechnic University 2025-02-01
Series:π-Economy
Subjects:
Online Access:https://economy.spbstu.ru/article/2025.111.09/
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