Graph Neural Networks: Foundations, Frontiers, and Applications

Chapter 1. Representation Learning.- Chapter 2. Graph Representation Learning.- Chapter 3. Graph Neural Networks.- Chapter 4. Graph...
Dhs. 933.70 AED
Dhs. 933.70 AED
SKU: 9789811660535
Product Type: Books
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Author: Lingfei Wu
Format: Hardcover
Language: English
Subtotal: Dhs. 933.70
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Graph Neural Networks: Foundations, Frontiers, and Applications by Wu, Lingfei

Graph Neural Networks: Foundations, Frontiers, and Applications

Dhs. 933.70

Graph Neural Networks: Foundations, Frontiers, and Applications

Dhs. 933.70
Author: Lingfei Wu
Format: Hardcover
Language: English
Chapter 1. Representation Learning.- Chapter 2. Graph Representation Learning.- Chapter 3. Graph Neural Networks.- Chapter 4. Graph Neural Networks for Node Classification.- Chapter 5. The Expressive Power of Graph Neural Networks.- Chapter 6. Graph Neural Networks: Scalability.- Chapter 7. Interpretability in Graph Neural Networks.- Chapter 8. "Graph Neural Networks: Adversarial Robustness".- Chapter 9. Graph Neural Networks: Graph Classification.- Chapter 10. Graph Neural Networks: Link Prediction.- Chapter 11. Graph Neural Networks: Graph Generation.- Chapter 12. Graph Neural Networks: Graph Transformation.- Chapter 13. Graph Neural Networks: Graph Matching.- Chapter 14. "Graph Neural Networks: Graph Structure Learning". Chapter 15. Dynamic Graph Neural Networks.- Chapter 16. Heterogeneous Graph Neural Networks.- Chapter 17. Graph Neural Network: AutoML.- Chapter 18. Graph Neural Networks: Self-supervised Learning.- Chapter 19. Graph Neural Network in Modern Recommender Systems.- Chapter 20. Graph Neural Network in Computer Vision.- Chapter 21. Graph Neural Networks in Natural Language Processing.- Chapter 22. Graph Neural Networks in Program Analysis.- Chapter 23. Graph Neural Networks in Software Mining.- Chapter 24. "GNN-based Biomedical Knowledge Graph Mining in Drug Development".- Chapter 25. "Graph Neural Networks in Predicting Protein Function and Interactions".- Chapter 26. Graph Neural Networks in Anomaly Detection.- Chapter 27. Graph Neural Networks in Urban Intelligence.




Author: Lingfei Wu
Publisher: Springer
Published: 01/04/2022
Pages: 689
Binding Type: Hardcover
Weight: 2.62lbs
Size: 9.21h x 6.14w x 1.56d
ISBN: 9789811660535

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