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· 제목 : Introduction to Graph Neural Networks (Hardcover)
· 분류 : 외국도서 > 컴퓨터 > 신경회로망
· ISBN : 9781681737676
· 쪽수 : 128쪽
· 출판일 : 2020-03-20
· 분류 : 외국도서 > 컴퓨터 > 신경회로망
· ISBN : 9781681737676
· 쪽수 : 128쪽
· 출판일 : 2020-03-20
목차
- Preface
- Acknowledgments
- Introduction
- Basics of Math and Graph
- Basics of Neural Networks
- Vanilla Graph Neural Networks
- Graph Convolutional Networks
- Graph Recurrent Networks
- Graph Attention Networks
- Graph Residual Networks
- Variants for Different Graph Types
- Variants for Advanced Training Methods
- General Frameworks
- Applications -- Structural Scenarios
- Applications -- Non-Structural Scenarios
- Applications -- Other Scenarios
- Open Resources
- Conclusion
- Bibliography
- Authors' Biographies
