The Atlas for the Aspiring Network Scientist - Couverture souple

Coscia, Michele

Couverture souple

ISBN 10 : 8797282413 ISBN 13 : 9788797282410

Editeur : Michele Coscia, 2025

Synopsis

Network science is the field dedicated to the investigation of complex systems by representing them as networks. We model such networks as graphs: sets of nodes connected by edges. This deceptively simple object is the starting point of never-ending complexity, as it can represent almost every facet of reality.

This book aims at providing an introductory access to the large and interdisciplinary analytic toolbox necessary to master network science: graph and probability theory, linear algebra, statistical physics, machine learning, combinatorics, ... In this second edition, you will learn more about how to deal with uncertain network data and about graph neural networks. This is an "Atlas", because it will not make you a specialist in using any of these techniques. After reading this book, you will have a general understanding about the existence of all these approaches.

Détails de l'édition

• Éditeur: Michele Coscia
• Date d'édition: 2025
• Langue: anglais
• ISBN 10: 8797282413
• ISBN 13: 9788797282410
• Reliure: Broché
• Nombre de pages: 788
• Coordonnées du fabricant: non disponible
• Personne responsable: GPSR Kontakt; gpsr@libri.de; ; Europaallee 1; Bad Hersfeld; 36244; Allemagne