Sep 3, 2020 · This paper introduces TopoMap, a novel projection technique which provides topological guarantees during the mapping process.

This paper introduces TopoMap, a novel projection technique which provides topological guarantees during the mapping process.

In particular, the proposed method performs the mapping from a high-dimensional space to a visual space, while preserving the 0-dimensional persistence diagram ...

Sep 7, 2024 · This paper introduces TopoMap, a novel projection technique which provides topological guarantees during the mapping process. In particular, the ...

Dive into the research topics of 'TopoMap: A 0-dimensional homology preserving projection of high-dimensional data'. Together they form a unique fingerprint.

TopoMap is a dimensionality reduction technique which provides topological guarantees during the mapping process.

Sep 3, 2020 · TopoMap is introduced, a novel projection technique which provides topological guarantees during the mapping process, and performs the ...

Silva, Luis Gustavo Nonato, and Claudio Silva,TopoMap: A 0-dimensional Homology Preserving Projection of. High-Dimensional Data, IEEE TVCG (IEEE VIS) 2020.

Oct 31, 2020 · This note presents TopoMap, a novel dimensionality reduction technique which provides topological guarantees during the mapping process.

Aug 9, 2024 · TopoMap: A 0-dimensional Homology Preserving Projection of High-Dimensional Data, IEEE Transactions on Visualization and Computer Graphics ...