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· 제목 : Network Embedding: Theories, Methods, and Applications (Hardcover)
· 분류 : 외국도서 > 컴퓨터 > 인공지능(AI)
· ISBN : 9781636390468
· 쪽수 : 242쪽
· 출판일 : 2021-03-25
· 분류 : 외국도서 > 컴퓨터 > 인공지능(AI)
· ISBN : 9781636390468
· 쪽수 : 242쪽
· 출판일 : 2021-03-25
목차
- 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
