Probabilistic database

Known as: Probabilistic databases 
Most real databases contain data whose correctness is uncertain. In order to work with such data, there is a need to quantify the integrity of the… (More)
Wikipedia

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2011
Highly Cited
2011
Probabilistic databases are databases where the value of some attributes or the presence of some records are uncertain and known… (More)
  • figure 1.1
  • figure 1.2
  • figure 1.3
  • figure 1.4
  • figure 2.1
Is this relevant?
Highly Cited
2009
Highly Cited
2009
Treasures abound from hidden facts found in imprecise data sets. 
  • figure 3
Is this relevant?
Highly Cited
2009
Highly Cited
2009
MayBMS is a state-of-the-art probabilistic database management system which leverages the strengths of previous database research… (More)
  • figure 1
Is this relevant?
Highly Cited
2008
Highly Cited
2008
Past research on probabilistic databases has studied the problem of answering queries on a static database. Application scenarios… (More)
  • figure 1
  • figure 2
  • figure 3
  • figure 4
  • figure 6
Is this relevant?
Highly Cited
2008
Highly Cited
2008
There hasbeen a recent surge in work in probabilistic databases, propelled in large part by the huge increase in noisy data… (More)
  • figure 1
  • figure 3
  • figure 4
  • figure 5
  • figure 6
Is this relevant?
Highly Cited
2007
Highly Cited
2007
Probabilistic databases have received considerable attention recently due to the need for storing uncertain data produced by many… (More)
  • figure 2
  • figure 1
  • figure 3
  • figure 4
  • figure 6
Is this relevant?
Highly Cited
2007
Highly Cited
2007
Modern enterprise applications are forced to deal with unreliable, inconsistent and imprecise information. Probabilistic… (More)
  • figure 2
  • figure 4
  • figure 5
  • figure 6
  • figure 8
Is this relevant?
Highly Cited
2006
Highly Cited
2006
This paper introduces ULDBs, an extension of relational databases with simple yet expressive constructs for representing and… (More)
  • figure 1
  • figure 2
Is this relevant?
Highly Cited
1997
Highly Cited
1997
Probability theory is mathematically the best understood paradigm for modeling and manipulating uncertain information… (More)
Is this relevant?
Highly Cited
1987
Highly Cited
1987
ABS!l’RACT A theory of probabilistic databases is outlined. This theory is one component of an integrated approach to data… (More)
Is this relevant?