Description: Graph Classification And Clustering Based On Vector Space Embedding by Kaspar Riesen, Horst Bunke Focuses on a fundamentally novel approach to graph-based pattern recognition based on vector space embedding of graphs. This title aims at condensing the high representational power of graphs into a computationally efficient and mathematically convenient feature vector. FORMAT Hardcover LANGUAGE English CONDITION Brand New Publisher Description This book is concerned with a fundamentally novel approach to graph-based pattern recognition based on vector space embedding of graphs. It aims at condensing the high representational power of graphs into a computationally efficient and mathematically convenient feature vector.This volume utilizes the dissimilarity space representation originally proposed by Duin and Pekalska to embed graphs in real vector spaces. Such an embedding gives one access to all algorithms developed in the past for feature vectors, which has been the predominant representation formalism in pattern recognition and related areas for a long time. Table of Contents Introduction and Basic Concepts; Graph Matching; Graph Edit Distance; Graph Data; Kernel Methods; Graph Embedding Using Dissimilarities; Classification Experiments of Vector Space Embedded Graphs; Clustering Experiments of Vector Space Embedded Graphs. Review It is recommended for the data mining community working on graphs. -- Mathematical Reviews "Mathematical Reviews" Details ISBN9814304719 Author Horst Bunke Short Title GRAPH CLASSIFICATION & CLUSTER Language English ISBN-10 9814304719 ISBN-13 9789814304719 Media Book Format Hardcover Year 2010 Imprint World Scientific Publishing Co Pte Ltd Place of Publication Singapore Country of Publication Singapore DEWEY 006.42 Illustrations Illustrations Series Number 77 Affiliation - UK Release Date 2010-05-03 Pages 348 Publisher World Scientific Publishing Co Pte Ltd Series Series In Machine Perception And Artificial Intelligence Publication Date 2010-05-03 Audience Tertiary & Higher Education We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! TheNile_Item_ID:126695327;
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ISBN-13: 9789814304719
Book Title: Graph Classification And Clustering Based On Vector Space Embeddi
Publisher: World Scientific Publishing Co Pte Ltd
Publication Year: 2010
Subject: Computer Science
Number of Pages: 348 Pages
Language: English
Publication Name: Graph Classification and Clustering Based on Vector Space Embedding
Type: Textbook
Author: Horst Bunke, Kaspar Riesen
Format: Hardcover
