Heterogeneous Graphs – Bücher zum Thema Heterogeneous Graphs finden und kaufen

Buch Cover Advances in Graph Neural Networks

Chuan Shi, Xiao Wang, Cheng Yang
Springer International Publishing
64.19 € · Hardcover

Graph Neural Networks Dynamic Graphs Graph Structure Learning Machine Learning Data Mining Knowledge Discovery Distilling Graph Neural Networks Heterogeneous Graphs Homogeneous Graphs Intelligent Telecommunications

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...

Cohesive Subgraph Search Over Large Heterogeneous Information Networks

Yixiang Fang, Kai Wang, Xuemin Lin, Wenjie Zhang
Springer International Publishing
48.14 € · Paperback

cohesive subgraph search heterogeneous information networks heterogeneous graphs dense subgraphs graph query graph mining graph algorithm graph theory big graph processing big data analytics

This SpringerBrief provides the first systematic review of the existing works of cohesive subgraph search (CSS) over large heterogeneous information networks (HINs). It also covers the research breakthroughs of this area, including models, algorithms and comparison studies in recent years. This Spri...

Cohesive Subgraph Search Over Large Heterogeneous Information Networks

Yixiang Fang, Kai Wang, Xuemin Lin, Wenjie Zhang
Springer International Publishing
48.14 € · eBook

cohesive subgraph search heterogeneous information networks heterogeneous graphs dense subgraphs graph query graph mining graph algorithm graph theory big graph processing big data analytics

This SpringerBrief provides the first systematic review of the existing works of cohesive subgraph search (CSS) over large heterogeneous information networks (HINs). It also covers the research breakthroughs of this area, including models, algorithms and comparison studies in recent years. This Spri...

Advances in Graph Neural Networks

Chuan Shi, Xiao Wang, Cheng Yang
Springer International Publishing
64.19 € · Paperback

Graph Neural Networks Dynamic Graphs Graph Structure Learning Machine Learning Data Mining Knowledge Discovery Distilling Graph Neural Networks Heterogeneous Graphs Homogeneous Graphs Intelligent Telecommunications

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...

Advances in Graph Neural Networks

Chuan Shi, Xiao Wang, Cheng Yang
Springer International Publishing
64.19 € · eBook

Graph Neural Networks Dynamic Graphs Graph Structure Learning Machine Learning Data Mining Knowledge Discovery Distilling Graph Neural Networks Heterogeneous Graphs Homogeneous Graphs Intelligent Telecommunications

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...

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