High-dimensional indexing : transformational approaches to high-dimensional range and similarity searches
In this monograph, we study the problem of high-dimensional indexing and systematically introduce two efficient index structures: one for range queries and the other for similarity queries. Extensive experiments and comparison studies are conducted to demonstrate the superiority of the proposed inde...
Enregistré dans:
| Hovedforfatter: | |
|---|---|
| Format: | Livre numérique |
| Sprog: | Anglais |
| Udgivet: |
Berlin [etc.] :
Springer
[20..].
Cham : Springer Nature |
| Serier: | Lecture notes in computer science
2341 |
| Fag: | |
| Online adgang: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Kommentar: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • High-dimensional indexing, transformational approaches to high-dimensional range and similarity searches, Cui Yu, Berlin, Springer, 2002, 1 vol. (XI-150 p.), Lecture notes in computer science, 3-540-44199-9 • High-Dimensional Indexing, Texte imprimé, 9783662161760 |
Indholdsfortegnelse:
- High-Dimensional Indexing
- Indexing the Edges A Simple and Yet Efficient Approach to High-Dimensional Range Search
- Performance Study of Window Queries
- Indexing the Relative Distance An Efficient Approach to KNN Search
- Similarity Range and Approximate KNN Searches with iMinMax
- Performance Study of Similarity Queries
- Conclusions.