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09/13/2021
ML Based Lineage in Databases
We track the lineage of tuples throughout their database lifetime. That ...
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07/14/2021
Efficient Approximate Search for Sets of Vectors
We consider a similarity measure between two sets A and B of vectors, th...
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04/15/2020
NN-based Transformation of Any SQL Cardinality Estimator for Handling DISTINCT, AND, OR and NOT
SQL queries, with the AND, OR, and NOT operators, constitute a broad cla...
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08/21/2019
Improved Cardinality Estimation by Learning Queries Containment Rates
The containment rate of query Q1 in query Q2 over database D is the perc...
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12/19/2017
Cognitive Database: A Step towards Endowing Relational Databases with Artificial Intelligence Capabilities
We propose Cognitive Databases, an approach for transparently enabling A...
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03/23/2016