By Cui Yu
During this monograph, we research the matter of high-dimensional indexing and systematically introduce effective index buildings: one for diversity queries and the opposite for similarity queries. large experiments and comparability stories are performed to illustrate the prevalence of the proposed indexing methods.
Many new database purposes, comparable to multimedia databases or inventory expense details platforms, rework vital positive aspects or houses of information items into high-dimensional issues. trying to find gadgets in accordance with those gains is therefore a seek of issues during this characteristic area. To help effective retrieval in such high-dimensional databases, indexes are required to prune the hunt house. Indexes for low-dimensional databases are good studied, while each one of these program particular indexes are usually not scaleable with the variety of dimensions, and they're no longer designed to help similarity searches and high-dimensional joins.
Read or Download High-Dimensional Indexing: Transformational Approaches to High-Dimensional Range and Similarity Searches (Lecture Notes in Computer Science) PDF
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