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Deep Learning on Graphs
Language: en
Pages: 339
Authors: Yao Ma
Categories: Computers
Type: BOOK - Published: 2021-09-23 - Publisher: Cambridge University Press

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A comprehensive text on foundations and techniques of graph neural networks with applications in NLP, data mining, vision and healthcare.
Graph Representation Learning
Language: en
Pages: 141
Authors: William L. William L. Hamilton
Categories: Computers
Type: BOOK - Published: 2022-06-01 - Publisher: Springer Nature

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Graph-structured data is ubiquitous throughout the natural and social sciences, from telecommunication networks to quantum chemistry. Building relational induct
Graph Machine Learning
Language: en
Pages: 338
Authors: Claudio Stamile
Categories: Computers
Type: BOOK - Published: 2021-06-25 - Publisher: Packt Publishing Ltd

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Build machine learning algorithms using graph data and efficiently exploit topological information within your models Key Features Implement machine learning te
Graph Neural Networks: Foundations, Frontiers, and Applications
Language: en
Pages: 701
Authors: Lingfei Wu
Categories: Computers
Type: BOOK - Published: 2022-01-03 - Publisher: Springer Nature

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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
Graph-Powered Machine Learning
Language: en
Pages: 494
Authors: Alessandro Negro
Categories: Computers
Type: BOOK - Published: 2021-10-05 - Publisher: Simon and Schuster

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Upgrade your machine learning models with graph-based algorithms, the perfect structure for complex and interlinked data. Summary In Graph-Powered Machine Learn
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