SuperMinHash - A New Minwise Hashing Algorithm for Jaccard Similarity Estimation

June 18, 2017 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Otmar Ertl arXiv ID 1706.05698 Category cs.DS: Data Structures & Algorithms Citations 20 Venue arXiv.org Last Checked 3 months ago
Abstract
This paper presents a new algorithm for calculating hash signatures of sets which can be directly used for Jaccard similarity estimation. The new approach is an improvement over the MinHash algorithm, because it has a better runtime behavior and the resulting signatures allow a more precise estimation of the Jaccard index.
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