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OOPSLA
2007
Springer
13 years 11 months ago
Probabilistic calling context
Calling context enhances program understanding and dynamic analyses by providing a rich representation of program location. Compared to imperative programs, objectoriented program...
Michael D. Bond, Kathryn S. McKinley
UAI
1998
13 years 6 months ago
Context-specific approximation in probabilistic inference
There is evidence that the numbers in probabilistic inference don't really matter. This paper considers the idea that we can make a probabilistic model simpler by making fewe...
David Poole
UM
2005
Springer
13 years 10 months ago
Bayesphone: Precomputation of Context-Sensitive Policies for Inquiry and Action in Mobile Devices
Inference and decision making with probabilistic user models may be infeasible on portable devices such as cell phones. We highlight the opportunity for storing and using precomput...
Eric Horvitz, Paul Koch, Raman Sarin, Johnson Apac...
KDD
2009
ACM
193views Data Mining» more  KDD 2009»
14 years 5 months ago
Probabilistic frequent itemset mining in uncertain databases
Probabilistic frequent itemset mining in uncertain transaction databases semantically and computationally differs from traditional techniques applied to standard "certain&quo...
Andreas Züfle, Florian Verhein, Hans-Peter Kr...
JSS
2010
123views more  JSS 2010»
13 years 3 months ago
Timed Property Sequence Chart
—Probabilistic properties are considered as the most important requirements for a variety of software systems, since they are used to formulate extra-functional requirements such...
Pengcheng Zhang, Bixin Li, Lars Grunske