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Spectral Graph Clustering

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Simultaneous Dimensionality and Complexity Model Selection for Spectral Graph Clustering

5 Apr 2019youngser/dhatkhat

Heuristic algorithms via the simultaneous model selection framework for vertex clustering are proposed, with good performance shown in the experiment on synthetic data and on the real application of connectome analysis.

GRAPH CLUSTERING MODEL SELECTION SPECTRAL GRAPH CLUSTERING

AMOS: An Automated Model Order Selection Algorithm for Spectral Graph Clustering

21 Sep 2016tgensol/AMOS

One of the longstanding problems in spectral graph clustering (SGC) is the so-called model order selection problem: automated selection of the correct number of clusters.

GRAPH CLUSTERING SPECTRAL GRAPH CLUSTERING

Phase Transitions and a Model Order Selection Criterion for Spectral Graph Clustering

11 Apr 2016tgensol/AMOS

One of the longstanding open problems in spectral graph clustering (SGC) is the so-called model order selection problem: automated selection of the correct number of clusters.

GRAPH CLUSTERING MODEL SELECTION SPECTRAL GRAPH CLUSTERING