AdaGraph clusters data using kNN graph topology and pairs with the new Graph-SCOPE validity index, reporting strong ARI and correct k selection on synthetic high-dimensional benchmarks plus three scientific applications.
On spectral clustering: Analysis and an algorithm
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AdaGraph: A Graph-Native Clustering Algorithm That Overcomes the Curse of Dimensionality and Enables Scientific Discovery
AdaGraph clusters data using kNN graph topology and pairs with the new Graph-SCOPE validity index, reporting strong ARI and correct k selection on synthetic high-dimensional benchmarks plus three scientific applications.