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Structural Pattern Recognition with Graph Edit Distance

Name: Structural Pattern Recognition with Graph Edit Distance
Brand: Springer International Publishing AG
SKU: 19308690
Price: 39688 HUF
Availability: InStock
Author: KASPAR RIESEN
ISBN: 9783319801018

Approximation Algorithms and Applications

KASPAR RIESEN

Language

English

Book Paperback

Libristo code: 19308690

Publishers Springer International Publishing AG, March 2018

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

Libristo code: 19308690

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39 688 Ft

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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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About the book

Full name Structural Pattern Recognition with Graph Edit Distance

Author KASPAR RIESEN

Language

English

Binding Book - Paperback

Date of issue 2018

Number of pages 158

EAN 9783319801018

ISBN 9783319801018

Libristo code 19308690

Publishers Springer International Publishing AG

Weight 454

Dimensions 155 x 235 x 10

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