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» A Causal Theory of Abduction
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AAAI
2008
15 years 8 months ago
Bounding the False Discovery Rate in Local Bayesian Network Learning
Modern Bayesian Network learning algorithms are timeefficient, scalable and produce high-quality models; these algorithms feature prominently in decision support model development...
Ioannis Tsamardinos, Laura E. Brown
ECAI
1998
Springer
15 years 10 months ago
Causal Logic
This paper proposes a logic for causal based on event trees. Event trees provide a natural and familiar framework for probability and decision theory, but they lack the modularity...
Glenn Shafer
UAI
1989
15 years 7 months ago
Can Uncertainty Management be Realized in a Finite Totally Ordered Probability Algebra?
In this paper, the feasibility of using finite totally ordered probability models under Aleliunas’s Theory of Probabilistic Logic [Aleliunas, 1988] is investigated. The general...
Yang Xiang, Michael P. Beddoes, David Poole

Publication
181views
15 years 2 months ago
Causality Applicatoin Ontology: A Therory of Definition Derived From Analytical Meditation
Advancing the synthesis of Eastern mind science with Western physical science will require a robust and easy-to-traverse bridge between the atypical apprehensions within meditation...
Samuel R Dismond III
ICPR
2008
IEEE
16 years 15 days ago
On-line novelty detection using the Kalman filter and extreme value theory
Novelty detection is concerned with identifying abnormal system behaviours and abrupt changes from one regime to another. This paper proposes an on-line (causal) novelty detection...
Hyoungjoo Lee, Stephen J. Roberts