期刊全称 | Advances in Graph Neural Networks | 影响因子2023 | Chuan Shi,Xiao Wang,Cheng Yang | 视频video | | 发行地址 | Introduces the foundations and frontiers of graph neural networks.Utilizes graph data to describe pairwise relations for real-world data from many different domains.Summarizes the basic concepts and t | 学科分类 | Synthesis Lectures on Data Mining and Knowledge Discovery | 图书封面 |  | 影响因子 | 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. | Pindex | Book 2023 |
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