Index SystemEngineeringSpatial IndexBig Data IndexingImage DatabaseGeographic Information SystemsData ScienceSpatial JoinsSpatial Join IndicesSpatial Data ManagementData IntegrationPublic HealthComputational GeometryData ManagementSpatial Database DesignSpatial DatabasesComputer ScienceGrid FilesMultidimensional DatabaseData IndexingRelational QueriesIndexing TechniqueSpatial Statistics
Algorithms based on grid files as the underlying spatial index are presented for spatial joins in databases which store images, pictures, maps and drawings. For typical data distributions, it is shown that the size of the index and its maintenance cost are relatively small. The effect of diagonal distributions and different densities of the two grid files on the size of the index is also studied. It is expected that similar algorithms can be employed with other types of multidimensional data structures.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
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The R+-Tree: A Dynamic Index for Multi-Dimensional Objects
Timos Sellis, Nick Roussopoulos, Christos Faloutsos · Very Large Data Bases · 2018 · 1.3K citations · Full text
J. Nievergelt, Hans Hinterberger, Kenneth C. Sevcik · ACM Transactions on Database Systems · 1984 · 1.1K citations · Full text
Patrick Valduriez · ACM Transactions on Database Systems · 1987 · 503 citations · Full text