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Structural Pattern Recognition with Graph Edit Distance - Approximation Algorithms and Applications (Hardcover, 1st ed. 2015) Loot Price: R3,535
Discovery Miles 35 350
Structural Pattern Recognition with Graph Edit Distance - Approximation Algorithms and Applications (Hardcover, 1st ed. 2015):...

Structural Pattern Recognition with Graph Edit Distance - Approximation Algorithms and Applications (Hardcover, 1st ed. 2015)

Kaspar Riesen

Series: Advances in Computer Vision and Pattern Recognition

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Loot Price R3,535 Discovery Miles 35 350 | Repayment Terms: R331 pm x 12*

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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.

General

Imprint: Springer International Publishing AG
Country of origin: Switzerland
Series: Advances in Computer Vision and Pattern Recognition
Release date: February 2016
First published: 2015
Authors: Kaspar Riesen
Dimensions: 235 x 155 x 11mm (L x W x T)
Format: Hardcover - Cloth over boards
Pages: 158
Edition: 1st ed. 2015
ISBN-13: 978-3-319-27251-1
Categories: Books > Computing & IT > General theory of computing > Data structures
Books > Computing & IT > Computer programming > Algorithms & procedures
Books > Computing & IT > Applications of computing > Pattern recognition
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LSN: 3-319-27251-9
Barcode: 9783319272511

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