Diffuse Interface Models on Graphs for Classification of High Dimensional Data

There are currently several communities working on algorithms for classification of high dimensional data. This work develops a class of variational algorithms that combine recent ideas from spectral methods on graphs with nonlinear edge/region detection methods traditionally used in the PDE-based i...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Multiscale modeling & simulation 2012-01, Vol.10 (3), p.1090-1118
Hauptverfasser:	Bertozzi, Andrea L., Flenner, Arjuna
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Euclidean space Graphs Interfaces Linear algebra Machine learning Methods
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!