Fundamentals of database indexing and searching
Fundamentals of database indexing and searching presents well-known database searching and indexing techniques. It focuses on similarity search queries, showing how to use distance functions to measure the notion of dissimilarity.After defining database queries and similarity search queries, the boo...
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| Format: | eBook |
| Language: | Inglés |
| Published: |
Boca Raton :
CRC Press
[2015]
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| Edition: | 1st ed |
| Series: | Chapman & Hall Book
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| Subjects: | |
| See on Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009644279806719 |
Table of Contents:
- Front Cover; Dedication; Summary; Contents; List of Figures; List of Tables; List of Key Concepts; List of Examples; Preface; Acknowledgments; Part I: Basics; Chapter 1: Database Queries; Part II: Low-Dimensional Index Structures; Chapter 2: Hashing; Chapter 3: Memory-Based Index Structures; Part III: Disk-Based Index Structures; Chapter 4: Hierarchical Structures; Part IV: Distances; Chapter 5: Distance Functions; Chapter 6: Distance-Based Structures; Part V: High-Dimensional Spaces; Chapter 7: Curse of Dimensionality; Chapter 8: High-Dimensionality Structures
- Part VI: Data Reduction TechniquesChapter 9: Dimensionality Reduction Techniques; Chapter 10: Data Representation Techniques; Appendices; Appendix A: Memory and Disk Accesses; Appendix B: Distances of Bounding Boxes; Appendix C: Vectors and Matrices; Appendix D: Probability and Statistics; Bibliography
