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Assessment of Investment Activity in the Regions
by
Leizerovich Krichevsky, Mikhail
, Anatolevna Martynova, Julia
in
Business Economy / Management
/ Classification
/ Cluster analysis
/ Feature selection
/ Hybrid systems
/ Investment
/ Iterative methods
/ Machine learning
/ Neural networks
/ Variables
2020
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Assessment of Investment Activity in the Regions
by
Leizerovich Krichevsky, Mikhail
, Anatolevna Martynova, Julia
in
Business Economy / Management
/ Classification
/ Cluster analysis
/ Feature selection
/ Hybrid systems
/ Investment
/ Iterative methods
/ Machine learning
/ Neural networks
/ Variables
2020
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Do you wish to request the book?
Assessment of Investment Activity in the Regions
by
Leizerovich Krichevsky, Mikhail
, Anatolevna Martynova, Julia
in
Business Economy / Management
/ Classification
/ Cluster analysis
/ Feature selection
/ Hybrid systems
/ Investment
/ Iterative methods
/ Machine learning
/ Neural networks
/ Variables
2020
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Journal Article
Assessment of Investment Activity in the Regions
2020
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Overview
This article presents the results of using machine learning methods to evaluate the investment activity of various Russian regions. The task was considered from two points of view: obtaining information about the class to which a particular region belongs, and forming a quantitative estimate of the investment activity of the regions. In the first case, the solution was obtained with the help of a neural network system implemented in the MatLab 2018b. In the second case, a hybrid system ANFIS was used, making it possible to generate a quantitative estimate of investment activity.
Publisher
UIKTEN - Association for Information Communication Technology Education and Science
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