Structural Pattern Recognition with Graph Edit Distance

Name: Structural Pattern Recognition with Graph Edit Distance
Brand: Springer International Publishing AG
SKU: 9783319801018
Price: 100.0 EUR
Availability: InStock

Approximation Algorithms and Applications

Autor: KASPAR RIESEN

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer International Publishing AG

Dostupnosť: Skladom u dodávateľa

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

Informácie o knihe

Autor

KASPAR RIESEN

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2018

Stránok

158

EAN

9783319801018

ISBN

9783319801018

Enbook ID

19308690

Vydavateľ

Springer International Publishing AG

Hmotnosť

454

Rozmery

155 x 235 x 10

Kompletný popis

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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