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SIGMOD
2007
ACM
125views Database» more  SIGMOD 2007»
14 years 6 months ago
Optimizing mpf queries: decision support and probabilistic inference
Managing uncertain data using probabilistic frameworks has attracted much interest lately in the database literature, and a central computational challenge is probabilistic infere...
Héctor Corrada Bravo, Raghu Ramakrishnan
DASFAA
2007
IEEE
208views Database» more  DASFAA 2007»
14 years 4 days ago
Probabilistic Nearest-Neighbor Query on Uncertain Objects
Nearest-neighbor queries are an important query type for commonly used feature databases. In many different application areas, e.g. sensor databases, location based services or fac...
Hans-Peter Kriegel, Peter Kunath, Matthias Renz
VLDB
2004
ACM
77views Database» more  VLDB 2004»
13 years 11 months ago
Efficient Query Evaluation on Probabilistic Databases
Nilesh N. Dalvi, Dan Suciu
CORR
2012
Springer
209views Education» more  CORR 2012»
12 years 1 months ago
Aggregation in Probabilistic Databases via Knowledge Compilation
This paper presents a query evaluation technique for positive relational algebra queries with aggregates on a representation system for probabilistic data based on the algebraic s...
Robert Fink, Larisa Han, Dan Olteanu
EDBT
2009
ACM
207views Database» more  EDBT 2009»
13 years 9 months ago
Evaluating probability threshold k-nearest-neighbor queries over uncertain data
In emerging applications such as location-based services, sensor monitoring and biological management systems, the values of the database items are naturally imprecise. For these ...
Reynold Cheng, Lei Chen 0002, Jinchuan Chen, Xike ...