Specifically, hypergraph representations of join dependencies and conjunctive queries have been widely investigated for conventional relational databases.

Abstract—Dependency and query are two fundamental con- cepts in databases. Specifically, hypergraph representations of join dependencies and conjunctive ...

Specifically, hypergraph representations of join dependencies and conjunctive queries have been widely investigated for conventional relational databases.

Specifically, hypergraph representations of join dependencies and conjunctive queries have been widely investigated for conventional relational databases.

Specifically, hypergraph representations of join dependencies and conjunctive queries have been widely investigated for conventional relational databases.

Graphical models for dependencies and queries in uncertain data. In Workshops Proceedings of the 26th International Conference on Data Engineering, ICDE ...

Graphical models are a popular and well-studied framework for compact representation of a joint probability distribution over a large number of ...

Dec 7, 2018 · An increasing number of real-world applications are demanding support for managing, storing, and querying uncertain data in relational database ...

Nov 13, 2023 · Abstract. This paper reviews recent advances in missing data research using graphical mod- els to represent multivariate dependencies.

Probabilistic graphical models are powerful modeling tools that provide a natural representation for different problem domains that have inherent uncertainty.