Structural Pattern Recognition with Graph Edit Distance

Name: Structural Pattern Recognition with Graph Edit Distance
Brand: Springer International Publishing AG
SKU: 9783319801018
Price: 553.26 RON
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Approximation Algorithms and Applications

Autor: KASPAR RIESEN

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Editura: Springer International Publishing AG

Disponibilitate: În depozitul extern

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This unique text/reference presents a thorough introduction to the field of structural pattern recog...

Informații despre carte

Autor

KASPAR RIESEN

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2018

Pagini

158

EAN

9783319801018

ISBN

9783319801018

Enbook ID

19308690

Editura

Springer International Publishing AG

Greutate

454

Dimensiuni

155 x 235 x 10

Descriere completă

This unique text/reference presents a thorough introduction to the field of structural pattern recognition, with a particular focus on graph edit distance (GED). The book also provides a detailed review of a diverse selection of novel methods related to GED, and concludes by suggesting possible avenues for future research. Topics and features: formally introduces the concept of GED, and highlights the basic properties of this graph matching paradigm; describes a reformulation of GED to a quadratic assignment problem; illustrates how the quadratic assignment problem of GED can be reduced to a linear sum assignment problem; reviews strategies for reducing both the overestimation of the true edit distance and the matching time in the approximation framework; examines the improvement demonstrated by the described algorithmic framework with respect to the distance accuracy and the matching time; includes appendices listing the datasets employed for the experimental evaluations discussed in the book.

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Structural Pattern Recognition with Graph Edit Distance

Approximation Algorithms and Applications

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