Deep Learning on Graphs (Bog, Hardback, Engelsk) af Yao (Michigan State University) Ma

Deep Learning on Graphs

(Bog, Hardback, Engelsk)
Forfattere: Yao (Michigan State University) Ma, Jiliang (Michigan State University) Tang

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Beskrivelse

This comprehensive text on the theory and techniques of graph neural networks takes students, practitioners, and researchers from the basics to the state of the art. It systematically introduces foundational topics such as filtering pooling, robustness, and scalability and then demonstrates applications in NLP, data mining, vision and healthcare.

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Alle detaljer

Forlag Cambridge University Press
Forfattere Yao (Michigan State University) Ma, Jiliang (Michigan State University) Tang
Type Bog
Format Hardback
Sprog Engelsk
Udgivelsesdato 23-09-2021
Første udgivelsesår 2021
Illustrationer Worked examples or Exercises
Originalsprog United Kingdom
Sideantal 400
Indbinding Hardback
Forlag Cambridge University Press
Sideoplysninger 400 pages, Worked examples or Exercises
Mål 158 x 236 x 25
ISBN-13 / EAN-13 9781108831741