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Start Over Author "Josephine Maria Thomas" Journal nature communications
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1. Machine learning meets complex networks via coalescent embedding in the hyperbolic space

Author

Alessandro Muscoloni, Josephine Maria Thomas, Sara Ciucci, Ginestra Bianconi, and Carlo Vittorio Cannistraci

Subjects
Science
Abstract

Mapping complex networks to underlying geometric spaces can help understand the structure of networked systems. Here the authors propose a class of machine learning algorithms for efficient embedding of large real networks to the hyperbolic space, with potential impact on big network data analysis.

Published
2017
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