Generalized normal forms for probabilistic relational data

IEEE Transactions on Knowledge and Data Engineering

Volumn 14, Issue 3, 2002, Pages 485-491

  Dey, Debabrata ^a,b   Sarkar, Sumit ^a,c  

^a IEEE   (United States)

^b UNIVERSITY OF WASHINGTON   (United States)

^c UNIVERSITY OF TEXAS AT DALLAS   (United States)

Author keywords

Belief network; Data uncertainty; Functional dependency; Probabilistic normal form; Probabilistic relational model; Stochastic dependency

Indexed keywords

NORMALIZATION THEORY;

DATA PROCESSING; FUZZY SETS; PROBABILITY DISTRIBUTIONS; REDUNDANCY;

RELATIONAL DATABASE SYSTEMS;

EID: 0036565295     PISSN: 10414347     EISSN: None     Source Type: Journal    
DOI: 10.1109/TKDE.2002.1000338     Document Type: Article

References (26)

1. The management of probabilistic data
2. A comparative analysis of methodologies for database schema integration
3. The theory of probabilistic databases
4. Aggregate functions over probabilistic data
5. Evaluating aggregate operations over imprecise data
6. Extending the database relational model to capture more meaning
7. Resolving database incompatibility: An approach to performing relational operations over mismatched domains
8. A probabilistic relational model and algebra
9. Modifications of uncertain data: A Bayesian framework for belief revision
10. Partial values in tabular database model
11. On Resolving semantic heterogeneity in multidatabase Systems
12. Probview: A flexible probabilistic database system
13. A theory of attribute equivalence in databases with application to schema integration
14. Semantic integration in heterogeneous databases using neural networks
15. Accommodating imprecision in database systems: Issues and solutions
16. An algebra for probabilistic databases
17. Fuzzy functional dependencies and lossless join decomposition of fuzzy relational database systems
18. The temporal query language TQuel
19. Answering heterogeneous database queries with degrees of uncertainty