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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,...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Bhattacharya, Arnab (Computer scientist)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Boca Raton, Florida : CRC Press, [2015]
Colección:Chapman & Hall Book
Temas:
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)

MARC

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100 1 |a Bhattacharya, Arnab  |c (Computer scientist) 
245 1 0 |a Fundamentals of database indexing and searching /  |c author, Arnab Bhattacharya. 
264 1 |a Boca Raton, Florida :  |b CRC Press,  |c [2015] 
264 4 |c ©2015 
300 |a 1 online resource 
336 |a text  |b txt  |2 rdacontent 
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505 0 |a 1. Basics -- 2. Low-dimensional index structures -- 3. Disk-based index structures -- 4. Distances -- 5. High-dimensional spaces -- 6. Data reduction techniques. 
520 |a "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 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"--  |c Provided by publisher 
590 |a O'Reilly  |b O'Reilly Online Learning: Academic/Public Library Edition 
650 0 |a File organization (Computer science) 
650 0 |a Database management. 
650 0 |a Querying (Computer science) 
650 0 |a Database searching. 
650 0 |a Indexing. 
650 2 |a Abstracting and Indexing. 
650 6 |a Fichiers (Informatique)  |x Organisation. 
650 6 |a Bases de données  |x Gestion. 
650 6 |a Bases de données  |x Interrogation. 
650 6 |a Indexation (Documentation) 
650 7 |a online searching.  |2 aat 
650 7 |a COMPUTERS/Desktop Applications/Databases.  |2 bisacsh 
650 7 |a COMPUTERS/Database Management/General.  |2 bisacsh 
650 7 |a COMPUTERS/System Administration/Storage & Retrieval.  |2 bisacsh 
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650 7 |a Database searching.  |2 fast  |0 (OCoLC)fst00888058 
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650 7 |a Indexing.  |2 fast  |0 (OCoLC)fst00968979 
650 7 |a Querying (Computer science)  |2 fast  |0 (OCoLC)fst01739127 
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