3 citations · 5 across the 3 of their papers we have counts for
3 papers · 1 filter
Lightning Fast Matching Dependency Discovery with Desbordante
Alexey Shlyonskikh, Michael Sinelnikov, Daniil Nikolaev +2
Matching dependency is a generalization of the functional dependency concept, which allows users to apply custom similarity functions for matching individual attributes. Matching d…
Solving Data Quality Problems with Desbordante: a Demo
George Chernishev, Michael Polyntsov, Anton Chizhov +23
Data profiling is an essential process in modern data-driven industries. One of its critical components is the discovery and validation of complex statistics, including functional…
Desbordante: from benchmarking suite to high-performance science-intensive data profiler (preprint)
George Chernishev, Michael Polyntsov, Anton Chizhov +20
Pioneering data profiling systems such as Metanome and OpenClean brought public attention to science-intensive data profiling. This type of profiling aims to extract complex patter…