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» Expressiveness of graph conditions with variables
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AAAI
1996
14 years 11 months ago
Goal Oriented Symbolic Propagation in Bayesian Networks
The paper presents an efficient goal oriented algorithm for symbolic propagation in Bayesian networks. The proposed algorithm performs symbolic propagation using numerical methods...
Enrique Castillo, José Manuel Gutiér...
DAC
2000
ACM
15 years 10 months ago
Compiling Esterel into sequential code
This paper presents a novel compiler for Esterel, a concurrent synchronous imperative language. It generates fast, small object code by compiling away concurrency, producing a sin...
Stephen A. Edwards
AAAI
2006
14 years 11 months ago
Identification of Joint Interventional Distributions in Recursive Semi-Markovian Causal Models
This paper is concerned with estimating the effects of actions from causal assumptions, represented concisely as a directed graph, and statistical knowledge, given as a probabilit...
Ilya Shpitser, Judea Pearl
FLAIRS
2010
14 years 12 months ago
Generalized Non-impeding Noisy-AND Trees
To specify a Bayes net (BN), a conditional probability table (CPT), often of an effect conditioned on its n causes, needs assessed for each node. Its complexity is generally expon...
Yang Xiang
SIAMAM
2000
114views more  SIAMAM 2000»
14 years 9 months ago
Stability, Relaxation, and Oscillation of Biodegradation Fronts
We study the stability and oscillation of traveling fronts in a three-component, advection-reaction biodegradation model. The three components are pollutant, nutrient, and bacteria...
Jack X. Xin, James M. Hyman