TopoMap++ : A Faster and More Space Efficient Technique to Compute Projections with Topological Guarantees
High-dimensional data, characterized by many features, can be difficult to visualize effectively. Dimensionality reduction techniques, such as PCA, UMAP, and t-SNE, address this challenge by projecting the data into a lower-dimensional space while preserving important relationships. TopoMap is anoth...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on visualization and computer graphics. - 1996. - 31(2025), 1 vom: 28. Jan., Seite 229-239
|
|---|
| 1. Verfasser: |
Guardieiro, Vitoria
(VerfasserIn) |
|---|
| Weitere Verfasser: |
de Oliveira, Felipe Inagaki,
Doraiswamy, Harish,
Nonato, Luis Gustavo,
Silva, Claudio |
|---|
| Format: | Online-Aufsatz
|
|---|
| Sprache: | English |
|---|
| Veröffentlicht: |
2025
|
|---|
| Zugriff auf das übergeordnete Werk: | IEEE transactions on visualization and computer graphics
|
|---|
| Schlagworte: | Journal Article |
|---|