Search Results for author: Jan Aerts

Found 2 papers, 1 papers with code

Lens functions for exploring UMAP Projections with Domain Knowledge

1 code implementation15 May 2024 Daniel M. Bot, Jan Aerts

The effectiveness of the lens functions is demonstrated in two use cases and their computational cost is analysed in a synthetic benchmark.

Dimensionality Reduction

Improving the Projection of Global Structures in Data through Spanning Trees

no code implementations12 Jul 2019 Daniel Alcaide, Jan Aerts

The connection of edges in a graph generates a structure that is independent of a coordinate system.

Dimensionality Reduction

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