Evaluating Representation Learning and Graph Layout Methods for Visualization

Graphs and other structured data have come to the forefront in machine learning over the past few years due to the efficacy of novel representation learning methods boosting the prediction performance in various tasks. Representation learning methods embed the nodes in a low-dimensional real-valued...

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Veröffentlicht in:IEEE computer graphics and applications. - 1991. - 42(2022), 3 vom: 01. Mai, Seite 19-28
1. Verfasser: Heiter, Edith (VerfasserIn)
Weitere Verfasser: Kang, Bo, De Bie, Tijl, Lijffijt, Jefrey, Potel, Mike
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2022
Zugriff auf das übergeordnete Werk:IEEE computer graphics and applications
Schlagworte:Journal Article Research Support, Non-U.S. Gov't