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SIGMOD
2007
ACM
125views Database» more  SIGMOD 2007»
15 years 11 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»
15 years 6 months 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»
15 years 5 months ago
Efficient Query Evaluation on Probabilistic Databases
Nilesh N. Dalvi, Dan Suciu
CORR
2012
Springer
209views Education» more  CORR 2012»
13 years 7 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»
15 years 2 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 ...