| 000 | 02511nam a2200373Ii 4500 | ||
|---|---|---|---|
| 001 | CAH0KE22821PDF | ||
| 003 | FlBoTFG | ||
| 005 | 20230515145834.0 | ||
| 006 | m o d | ||
| 007 | cr cn | ||
| 008 | 150115t20152015flua ob 001 0 eng d | ||
| 020 | _a9780429073281 | ||
| 035 | _a(OCoLC)895660964 | ||
| 040 |
_aFlBoTFG _beng _erda _cFlBoTFG |
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| 082 |
_a005.741 _bB575 |
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| 090 |
_aQA76.9.F5 _bB53 2015 |
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| 100 | 1 | _aBhattacharya, Arnab | |
| 245 | 1 | 0 | _aFundamentals of Database Indexing and Searching |
| 260 |
_aBoca Raton : _bCRC Press, _cc2015. |
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| 300 | _a280 p. | ||
| 504 | _aIncludes bibliographical references and index. | ||
| 505 | 0 | _a1. Basics -- 2. Low-dimensional index structures -- 3. Disk-based index structures -- 4. Distances -- 5. High-dimensional spaces -- 6. Data reduction techniques. | |
| 520 |
_aFundamentals 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 book organizes the most common and representative index structures according to their characteristics. The author first describes low-dimensional index structures, memory-based index structures, and hierarchical disk-based index structures. He then outlines useful distance measures and index structures that use the distance information to efficiently solve similarity search queries. Focusing on the difficult dimensionality phenomenon, he 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.Through numerous real-world examples, this book explores how to effectively index and search for information in large collections of data. Requiring only a basic computer science background, it is accessible to practitioners and advanced undergraduate students-- _cProvided by publisher. |
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| 530 | _aAlso available in print format. | ||
| 650 | 0 | _aFile organization (Computer science) | |
| 650 | 0 | _aDatabase management. | |
| 650 | 0 | _aQuerying (Computer science) | |
| 650 | 0 | _aDatabase searching. | |
| 650 | 0 | _aIndexing. | |
| 655 | 7 |
_aElectronic books. _2lcsh |
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| 776 | 0 | 8 |
_iPrint version: _z9781466582545 (hardback) |
| 856 | 4 | 0 |
_uhttp://marc.crcnetbase.com/isbn/9781466582552 _qebook |
| 942 |
_2ddc _cEBK |
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| 999 |
_c1045 _d1045 |
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