Graph Classification And Clustering Based On Vector Space Embedding

Name: Graph Classification And Clustering Based On Vector Space Embedding
Brand: World Scientific Publishing Co Pte Ltd
SKU: 9789814304719
Price: 121.66 EUR
Availability: InStock

Autor: Kaspar Riesen, Horst Bunke

Jazyk:

Väzba: Pevná

Vydavateľ: World Scientific Publishing Co Pte Ltd

Dostupnosť: Skladom u dodávateľa

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121.66 €

This book is concerned with a fundamentally novel approach to graph-based pattern recognition based...

Informácie o knihe

Autor

Kaspar Riesen, Horst Bunke

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2010

Stránok

348

EAN

9789814304719

ISBN

9814304719

Enbook ID

05070120

Vydavateľ

World Scientific Publishing Co Pte Ltd

Hmotnosť

624

Rozmery

163 x 232 x 25

Kompletný popis

This book is concerned with a fundamentally novel approach to graph-based pattern recognition based on vector space embedding of graphs. It aims at condensing the high representational power of graphs into a computationally efficient and mathematically convenient feature vector. This volume utilizes the dissimilarity space representation originally proposed by Duin and Pekalska to embed graphs in real vector spaces. Such an embedding gives one access to all algorithms developed in the past for feature vectors, which has been the predominant representation formalism in pattern recognition and related areas for a long time.

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Graph Classification And Clustering Based On Vector Space Embedding

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