Similarity Joins

Extending SPARQL with Similarity Joins
We propose techniques that support the efficient computation of multidimensional similarity joins in an RDF/SPARQL setting, where …
Sebastián Ferrada, Benjamin Bustos, Aidan Hogan
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An efficient algorithm for approximated self-similarity joins in metric spaces
Similarity join is a key operation in metric databases. It retrieves all pairs of elements that are similar. Solving such a problem …
Sebastián Ferrada, Benjamin Bustos, Nora Reyes
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A Simple, Efficient, Parallelizable Algorithm for Approximated Nearest Neighbors
The use of the join operator in metric spaces leads to what is known as a similarity join, where objects of two datasets are paired if …
Sebastián Ferrada, Benjamin Bustos, Nora Reyes
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