Name: Advances in Graph Neural Networks (en Inglés)
SKU: 63497610
Price: 51.15 USD
Availability: InStock
Author: Cheng Yang;Chuan Shi;Xiao Wang
ISBN: 9783031161759

portada Advances in Graph Neural Networks (en Inglés)

Advances in Graph Neural Networks (en Inglés)

Formato

Libro Físico

Editorial

Springer Nature B.V.

Autor

Cheng Yang;Chuan Shi;Xiao Wang

Año

2022

Idioma

Inglés

N° páginas

214

Encuadernación

Tapa Blanda

Dimensiones

24.4x17 cm

ISBN13

9783031161759

Advances in Graph Neural Networks (en Inglés)

Cheng Yang;Chuan Shi;Xiao Wang (Autor) · Springer Nature B.V. · Tapa Blanda

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Reseña del libro "Advances in Graph Neural Networks (en Inglés)"

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. The book providers researchers and practitioners with an understanding of the fundamental issues as well as a launch point for discussing the latest trends in the science. The authors emphasize several frontier aspects of graph neural networks and utilize graph data to describe pairwise relations for real-world data from many different domains, including social science, chemistry, and biology. Several frontiers of graph neural networks are introduced, which enable readers to acquire the needed techniques of advances in graph neural networks via theoretical models and real-world applications.