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Více informací o knize Graph Classification And Clustering Based On Vector Space Embedding

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Anotace knihy

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.

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Zařazení knihy Knihy v angličtině Computing & information technology Computer science Artificial intelligence

• Plný název: Graph Classification And Clustering Based On Vector Space Embedding
• Autor: Kaspar Riesen, Horst Bunke
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 348
• EAN: 9789814304719
• ISBN: 9814304719
• ID: 05070120
• Nakladatelství: World Scientific Publishing Co Pte Ltd
• Hmotnost: 624 g
• Rozměry: 232 × 163 × 25 mm
• Datum vydání: 03. May 2010

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