Books > Computing & IT > Applications of computing > Databases
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Fundamentals of Database Indexing and Searching (Hardcover)
Loot Price: R4,301
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Fundamentals of Database Indexing and Searching (Hardcover)
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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.
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