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Advances in Graph Neural Networks (Synthesis Lectures on Data Mining and Knowledge Discovery)

By: Cheng Yang (Author) , Chuan Shi (Author) , Xiao Wang (Author)

Extended Catalogue

Ksh 12,550.00

Format: Paperback or Softback

ISBN-10: 3031161769

ISBN-13: 9783031161766

Collection / Series: Synthesis Lectures on Data Mining and Knowledge Discovery

Collection Type: Publisher collection

Edition statement: 2023 ed.

Publisher: Springer International Publishing AG

Imprint: Springer International Publishing AG

Country of Manufacture: GB

Country of Publication: GB

Publication Date: Nov 18th, 2023

Publication Status: Active

Product extent: 198 Pages

Product Classification / Subject(s): Combinatorics & graph theory
Mathematical modelling
Data mining
Computer science

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This book provides a comprehensive introduction to the foundations and frontiers of graph neural networks. In addition, the book introduces the basic concepts and definitions in graph representation learning and discusses the development of advanced graph representation learning methods with a focus on graph neural networks.

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