Sciweavers

61 search results - page 4 / 13
» A New Look at Causal Independence
Sort
View
BMCBI
2010
147views more  BMCBI 2010»
13 years 6 months ago
Learning biological network using mutual information and conditional independence
Background: Biological networks offer us a new way to investigate the interactions among different components and address the biological system as a whole. In this paper, a revers...
Dong-Chul Kim, Xiaoyu Wang, Chin-Rang Yang, Jean G...
AAAI
2011
12 years 6 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
TPLP
2002
117views more  TPLP 2002»
13 years 6 months ago
On Properties of Update Sequences Based on Causal Rejection
In this paper, we consider an approach to update nonmonotonic knowledge bases represented as extended logic programs under the answer set semantics. In this approach, new informat...
Thomas Eiter, Michael Fink, Giuliana Sabbatini, Ha...
HSNMC
2004
Springer
172views Multimedia» more  HSNMC 2004»
13 years 12 months ago
Fast Update Algorithm for IP Forwarding Table Using Independent Sets
This paper describes a new update algorithm for Internet Protocol (IP) forwarding tables. The update algorithm is so general that it can be combined with many IP address lookup alg...
Xuehong Sun, Sartaj K. Sahni, Yiqiang Q. Zhao
FLAIRS
2009
13 years 4 months ago
Constraint-based Approach to Discovery of Inter Module Dependencies in Modular Bayesian Networks
This paper introduces an information theoretic approach to verification of modular causal probabilistic models. We assume systems which are gradually extended by adding new functi...
Patrick de Oude, Gregor Pavlin