Informace o publikaci

Selecting Sketches for Similarity Search

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MÍČ Vladimír NOVÁK David VADICAMO Lucia ZEZULA Pavel

Rok publikování 2018
Druh Článek ve sborníku
Konference Advances in Databases and Information Systems : 22nd European Conference, ADBIS 2018, Budapest, Hungary, September 2-5, 2018.
Fakulta / Pracoviště MU

Fakulta informatiky

Citace
Doi http://dx.doi.org/10.1007/978-3-319-98398-1_9
Klíčová slova bit string sketches;similarity search;selecting technique
Popis Many techniques transforming metric spaces into Hamming spaces to speed up searching exist. Their ability to approximate pairwise distances is data dependent and their fair comparison is expensive. We have proposed a way to efficiently estimate capability of particular transformation techniques to approximate original distances using just a small sample set of data.
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