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Paperback Introduction to Graph Neural Networks Book

ISBN: 3031004590

ISBN13: 9783031004599

Introduction to Graph Neural Networks

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Format: Paperback

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Book Overview

Graphs are useful data structures in complex real-life applications such as modeling physical systems, learning molecular fingerprints, controlling traffic networks, and recommending friends in social networks. However, these tasks require dealing with non-Euclidean graph data that contains rich relational information between elements and cannot be well handled by traditional deep learning models (e.g., convolutional neural networks (CNNs) or recurrent...

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