Clustering Algorithm with a Greedy Agglomerative Heuristic and Special Distance Measures

Clustering Algorithm with a Greedy Agglomerative Heuristic and Special Distance Measures

Automatic grouping (clustering) involves dividing a set of objects into subsets (groups) so that the objects from one subset are more similar to each other than to the objects from other subsets according to some criterion. Kohonen neural networks are a class of artificial neural networks, the main...

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Bibliographic Details
Main Authors: Guzel Shkaberina, Leonid Verenev, Elena Tovbis, Natalia Rezova, Lev Kazakovtsev
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Algorithms
Subjects:
clustering
greedy agglomerative heuristic
Kohonen neural network
self-organized Kohonen map
Online Access:https://www.mdpi.com/1999-4893/15/6/191

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