CADI quantifies the preservation of relative cluster angles in low-dimensional projections using internal angles from point triples.
author Batistakis, Y
3 Pith papers cite this work. Polarity classification is still indexing.
3
Pith papers citing it
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2026 3verdicts
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Magnetar population data show no statistical requirement for a distinct white-dwarf channel; a single neutron-star model suffices.
Optimizes ImageNet-pretrained AlexNet, UMAP, and a bagging multi-cluster voting scheme with K-means, Birch and Agg for unsupervised galaxy morphology classification, reporting improved stability and consistency with galaxy evolution expectations.
citing papers explorer
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Class Angular Distortion Index for Dimensionality Reduction
CADI quantifies the preservation of relative cluster angles in low-dimensional projections using internal angles from point triples.
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Data-Driven Constraints on Magnetar Population: No Evidence for a Distinct White Dwarf Channel
Magnetar population data show no statistical requirement for a distinct white-dwarf channel; a single neutron-star model suffices.
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Robustness Analysis of USmorph: II. Optimizing Feature Extraction, Dimensionality Reduction, and Clustering for Unsupervised Galaxy Morphology Classification
Optimizes ImageNet-pretrained AlexNet, UMAP, and a bagging multi-cluster voting scheme with K-means, Birch and Agg for unsupervised galaxy morphology classification, reporting improved stability and consistency with galaxy evolution expectations.