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...
Description complète
Détails bibliographiques
| Publié dans: | IEEE transactions on visualization and computer graphics. - 1996. - 31(2025), 1 vom: 28. Jan., Seite 229-239
|
|---|
| Auteur principal: |
Guardieiro, Vitoria
(Auteur) |
|---|
| Autres auteurs: |
de Oliveira, Felipe Inagaki,
Doraiswamy, Harish,
Nonato, Luis Gustavo,
Silva, Claudio |
|---|
| Format: | Article en ligne
|
|---|
| Langue: | English |
|---|
| Publié: |
2025
|
|---|
| Accès à la collection: | IEEE transactions on visualization and computer graphics
|
|---|
| Sujets: | Journal Article |
|---|