Cheng Yang,
Zhiyuan Liu,
Cunchao Tu,
Chuan Shi,
Maosong Sun
e.a.
Springer International Publishing
e druk, 2021
9783031004629
Network Embedding
Theories, Methods, and Applications
Specificaties
Paperback, blz.
|
Engels
Springer International Publishing |
e druk, 2021
ISBN13: 9783031004629
Rubricering
Onderdeel van serie
Synthesis Lectures on Artificial Intelligence and Machine Learning
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
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.
Specificaties
ISBN13:9783031004629
Taal:Engels
Bindwijze:paperback
Uitgever:Springer International Publishing
Inhoudsopgave
Preface.- Acknowledgments.- The Basics of Network Embedding.- Network Embedding for General Graphs.- Network Embedding for Graphs with Node Attributes.- Revisiting Attributed Network Embedding: A GCN-Based Perspective.- Network Embedding for Graphs with Node Contents.- Network Embedding for Graphs with Node Labels.- Network Embedding for Community-Structured Graphs.- Network Embedding for Large-Scale Graphs.- Network Embedding for Heterogeneous Graphs.- Network Embedding for Social Relation Extraction.- Network Embedding for Recommendation Systems on LBSNs.- Network Embedding for Information Diffusion Prediction.- Future Directions of Network Embedding.- Bibliography.- Authors' Biographies.