Cover image for Hypergraph Computation
Title:
Hypergraph Computation
Author:
Dai, Qionghai. author.
ISBN:
9789819901852
Edition:
1st ed. 2023.
Physical Description:
XVI, 244 p. 1 illus. online resource.
Series:
Artificial Intelligence: Foundations, Theory, and Algorithms,
Contents:
Chapter 1. Introduction -- Chapter 2. Mathematical Foundations of Hypergraph -- Chapter 3. Hypergraph Computation Paradigms -- 4. Hypergraph Modeling -- Chapter 5. Typical Hypergraph Computation Tasks -- 6. Hypergraph Structure Evolution -- Chapter 7. Neural Networks on Hypergraph -- Chapter 8. Large Scale Hypergraph Computation -- Chapter 9. Hypergraph Computation for Social Media Analysis -- Chapter 10. Hypergraph Computation for Medical and Biological Applications -- Chapter 11. Hypergraph Computation for Computer Vision -- Chapter 12.The Deep Hypergraph Library -- Chapter 13. Conclusions and Future Work.
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