Libro Agglomerative Clustering De Amelio, Alessia

Formato

Libro Físico

Autor

Alessia Amelio

Editorial

Scholars' Press

Idioma

Inglés

N° páginas

Encuadernación

Tapa Blanda

Dimensiones

22.9 x 15.2 x 0.4 cm

Peso

0.10 kg.

ISBN13

9786138914600

Categorías

Tecnología de la información: cuestiones generales

Agglomerative Clustering

Alessia Amelio (Autor) · Scholars' Press · Tapa Blanda

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Reseña del libro "Agglomerative Clustering"

This book presents an agglomerative clustering method modelling the data as a graph. An evolutionary algorithm is employed on the graph for finding the components which represent a first level clustering. Then, an agglomerative procedure is used for refining the first solution, achieving a noticeable improvement in the final solution. A case study is proposed for testing the method, which is the discrimination of text documents according to different languages. An experiment shows that this method is quite promising in discriminating among the documents in the different languages.