Structural Pattern Recognition with Graph Edit Distance

Name: Structural Pattern Recognition with Graph Edit Distance
Brand: Springer International Publishing AG
SKU: 9783319801018
Price: 2286 CZK
Availability: InStock

Approximation Algorithms and Applications

Autor: KASPAR RIESEN

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer International Publishing AG

Dostupnost: Skladem u dodavatele

Odesíláme za 8-11 dnů

2 286 Kč

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

Informace o knize

Autor

KASPAR RIESEN

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2018

Stránek

158

EAN

9783319801018

ISBN

9783319801018

Enbook ID

19308690

Vydavatel

Springer International Publishing AG

Hmotnost

454

Rozměry

155 x 235 x 10

Kompletní 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

Informace o knize

Kompletní popis

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