Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Graph Neural Networks: Foundations, Frontiers, and Applications

Graph Neural Networks: Foundations, Frontiers, and Applications

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9789811660535
Condition
New
Product Description

Deep Learning models are at the core of artificial intelligence research today. It is well known that deep learning techniques are disruptive for Euclidean data, such as images or sequence data, and not immediately applicable to graph-structured data such as text. This gap has driven a wave of research for deep learning on graphs, including graph representation learning, graph generation, and graph classification. The new neural network architectures on graph-structured data (graph neural networks, GNNs in short) have performed remarkably on these tasks, demonstrated by applications in social networks, bioinformatics, and medical informatics. Despite these successes, GNNs still face many challenges ranging from the foundational methodologies to the theoretical understandings of the power of the graph representation learning. This book provides a comprehensive introduction of GNNs. It first discusses the goals of graph representation learning and then reviews the history,current developments, and future directions of GNNs. The second part presents and reviews fundamental methods and theories concerning GNNs while the third part describes various frontiers that are built on the GNNs. The book concludes with an overview of recent developments in a number of applications using GNNs. This book is suitable for a wide audience including undergraduate and graduate students, postdoctoral researchers, professors and lecturers, as well as industrial and government practitioners who are new to this area or who already have some basic background but want to learn more about advanced and promising techniques and applications.

Available Colors
Available Sizes
1 Offer Price Range: $59.99 - $59.99
BEST PRICE

Single Product Purchase

$54.00
@ Link.springer.com with extra coupon Get Coupon & BUY

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$59.99 $59.99

10% OFF
This deals requires coupon Get Code Here
$54.00
See Site In stock Visit Store

Similar Products

Sozialisation: Weiblich mnnlich?

$59.99

Volcanic Worlds

$169.99

How People Change

$109.99

Principles of Analytical Electron Microscopy

$169.99

Handbuch ffentliche Soziologie

$99.99

Trade, Investment and Competition in International Banking

$109.99

Victim Advocacy before the International Criminal Court

$109.99

The Scottish State and European Migrants, 18851939

$139.99

Pflanzensoziologie

$99.00

Theory of Concentrated Vortices

$169.00

Genetic Algorithms

$54.99

Communicating Across Cultures and Languages in the Health Care Setting

$109.99

Semiconductor Optics 1

$119.99

Numerical and Evolutionary Optimization NEO 2017

$219.99

Managementwissen fr Naturwissenschaftler

$54.99

Why the Poor Pay More

$19.99

Objectworks\Smalltalk fr Anfnger

$54.99

Football Hooliganism in Europe

$39.99

Lngsschub, Querbiegung und teilweise Quervorspannung in Zugplatten von Betontrgern

$54.99

Dichte Interpretation

$74.99

Innovationsorientiertes Bildungsmanagement

$89.99

Little Hoo: Merry Christmas, Little Hoo! / Feliz Navidad Buhito!

$4.46

Digital Media and the Politics of Transformation in the Arab World and Asia

$44.99

Multisector Growth Models

$84.99

Arbeiten in der neuen Normalitt

$44.99

Negotiation, Auctions, and Market Engineering

$39.99

Economics of Electronic Design, Manufacture and Test

$109.99

The International Handbook of Space Technology

$649.99

The Intent of Business

$109.99

Politisches Denken. Jahrbuch 1992

$39.99

endoCANNABINOIDS

$169.99

A Sociology of Shame and Blame

$69.99

Business Intelligence and Modelling

$149.00

Scholastic Reader! Level 3: Even Steven and Odd Todd

$2.99

Lost in Practice: Transforming Nordic Educational Action Research

$49.99

Coastal-Offshore Ecosystem Interactions

$54.99

Tribologie

$39.99

Institutions Inc

$54.99

Birds

$5.96

Conceptualizing Plant-Based Nutrition

$84.99