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Monotonic Cardinality Estimation of Similarity Selection: A Deep Learning Approach.
Yaoshu Wang
Chuan Xiao
Jianbin Qin
Xin Cao
Yifang Sun
Wei Wang
Makoto Onizuka
Published in:
SIGMOD Conference (2020)
Keyphrases
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deep learning
cardinality estimation
query optimization
unsupervised learning
unsupervised feature learning
machine learning
similarity measure
weakly supervised
mental models
cost estimation
database
databases
database systems
co occurrence
decision support system
cost model