Sciweavers

352 search results - page 28 / 71
» The Structure of First-Order Causality
Sort
View
UAI
2003
13 years 9 months ago
Strong Faithfulness and Uniform Consistency in Causal Inference
A fundamental question in causal inference is whether it is possible to reliably infer the manipulation effects from observational data. There are a variety of senses of asymptot...
Jiji Zhang, Peter Spirtes
BMCBI
2008
119views more  BMCBI 2008»
13 years 7 months ago
On deducing causality in metabolic networks
Background: Metabolic networks present a complex interconnected structure, whose understanding is in general a non-trivial task. Several formal approaches have been developed to s...
Chiara Bodei, Andrea Bracciali, Davide Chiarugi
AAAI
2011
12 years 7 months ago
Relational Blocking for Causal Discovery
Blocking is a technique commonly used in manual statistical analysis to account for confounding variables. However, blocking is not currently used in automated learning algorithms...
Matthew J. Rattigan, Marc E. Maier, David Jensen
SASO
2008
IEEE
14 years 2 months ago
On a Self-Organizing MANET Event Routing Architecture with Causal Dependency Awareness
Publish/subscribe (P/S) is a communication paradigm of growing popularity for information dissemination in largescale distributed systems. The strong decoupling between informatio...
Guanhong Pei, Binoy Ravindran, E. Douglas Jensen
CORR
2011
Springer
188views Education» more  CORR 2011»
13 years 2 months ago
Information-Theoretic Viewpoints on Optimal Causal Coding-Decoding Problems
—In this paper we consider an interacting two-agent sequential decision-making problem consisting of a Markov source process, a causal encoder with feedback, and a causal decoder...
Siva K. Gorantla, Todd P. Coleman