A Statistical Perspective on Discovering Functional Dependencies in Noisy Data.
Yunjia ZhangZhihan GuoTheodoros RekatsinasPublished in: SIGMOD Conference (2020)
Keyphrases
- noisy data
- functional dependencies
- relational databases
- integrity constraints
- normal form
- database design
- relational model
- conflict free
- database schemes
- data dependencies
- inclusion dependencies
- missing data
- universal relation
- high dimensional
- approximate functional dependencies
- user defined
- xml documents
- training data
- cardinality constraints
- logical implication
- high dimensionality
- answering queries using views
- missing values
- case study
- relational data
- input data
- multivalued dependencies
- object oriented
- set of functional dependencies
- horn theories
- learning algorithm