Boeken van Chuan Shi
Chuan Shi
Philip S. Yu
Heterogeneous Information Network Analysis and Applications
€ 168,99
This book offers researchers an understanding of the fundamental issues and a good starting point to work on this rapidly expanding field. It provides a comprehensive survey of current developments of heterogeneous information network.
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Chuan Shi
Xiao Wang
Cheng Yang
Advances in Graph Neural Networks
€ 66,99
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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Chuan Shi
Xiao Wang
Philip S. Yu
Heterogeneous Graph Representation Learning and Applications
€ 192,99
Representation learning in heterogeneous graphs (HG) is intended to provide a meaningful vector representation for each node so as to facilitate downstream applications such as link prediction, personalized recommendation, node classification, etc.
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Cheng Yang
Zhiyuan Liu
Cunchao Tu
Chuan Shi
Maosong Sun
Network Embedding
€ 72,99
heterogeneous graphs. Further, the book introduces different applications of NE such as recommendation and information diffusion prediction. Finally, the book concludes the methods and applications and looks forward to the future directions.
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