Last Updated:2025/11/30

In high-dimensional spaces, hubness can distort k-nearest neighbor searches by making some points appear as neighbors far more often than others.

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In high-dimensional spaces, hubness can distort k-nearest neighbor searches by making some points appear as neighbors far more often than others.

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高次元空間では、ある点がハブとして振る舞う傾向によりk近傍探索が歪められ、特定の点が他の点よりはるかに頻繁に近傍として現れることがある。

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