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Requiring only a basic computer science background, this book presents well-known database searching and indexing techniques. After defining database queries and similarity search queries, the book describes low-dimensional index structures, memory-based index structures, hierarchical disk-based index structures, useful distance measures, and index structures that use the distance information to efficiently solve similarity search queries. It also presents several indexing methods that specifically deal with high-dimensional spaces. In addition, the book covers data reduction techniques, including embedding, various data transforms, and histograms.
Requiring only a basic computer science background, this book presents well-known database searching and indexing techniques. After defining database queries and similarity search queries, the book describes low-dimensional index structures, memory-based index structures, hierarchical disk-based index structures, useful distance measures, and index structures that use the distance information to efficiently solve similarity search queries. It also presents several indexing methods that specifically deal with high-dimensional spaces. In addition, the book covers data reduction techniques, including embedding, various data transforms, and histograms.
Basics. Low-Dimensional Index Structures. Disk-Based Index Structures. Distances. High-Dimensional Spaces. Data Reduction Techniques. Appendices.
| Erscheinungsjahr: | 2016 |
|---|---|
| Fachbereich: | Allgemeines |
| Genre: | Importe, Wirtschaft |
| Rubrik: | Recht & Wirtschaft |
| Medium: | Taschenbuch |
| ISBN-13: | 9781138033955 |
| ISBN-10: | 1138033952 |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Autor: | Bhattacharya, Arnab |
| Hersteller: | CRC Press |
| Verantwortliche Person für die EU: | Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de |
| Maße: | 236 x 155 x 20 mm |
| Von/Mit: | Arnab Bhattacharya |
| Erscheinungsdatum: | 16.11.2016 |
| Gewicht: | 0,431 kg |
Basics. Low-Dimensional Index Structures. Disk-Based Index Structures. Distances. High-Dimensional Spaces. Data Reduction Techniques. Appendices.
| Erscheinungsjahr: | 2016 |
|---|---|
| Fachbereich: | Allgemeines |
| Genre: | Importe, Wirtschaft |
| Rubrik: | Recht & Wirtschaft |
| Medium: | Taschenbuch |
| ISBN-13: | 9781138033955 |
| ISBN-10: | 1138033952 |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Autor: | Bhattacharya, Arnab |
| Hersteller: | CRC Press |
| Verantwortliche Person für die EU: | Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de |
| Maße: | 236 x 155 x 20 mm |
| Von/Mit: | Arnab Bhattacharya |
| Erscheinungsdatum: | 16.11.2016 |
| Gewicht: | 0,431 kg |
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