Sam Maes and Stijn Meganck and Bernard Manderick...  Home/Search
Context
Related
| como.vub.ac.be/Members...ijar_final.pdf Cached: PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
PS.gz PS Image Update HelpFrom: como.vub.ac.be/Members/sam/sam (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: In this article we demonstrate the usefulness of causal Bayesian networks as probabilistic reasoning systems. The biggest advantage of causal Bayesian networks over traditional probabilistic Bayesian networks is that they sometimes allow to perform causal inference, i.e. the calculation of the causal e#ect of one variable on other variables. We treat a state-of-the-art algorithm for performing causal inference that is based on a new factorization of the joint probability distribution and is a... (Update)
Active bibliography (related documents): More All
0.6: Identification of Causal Effects in Multi-Agent Causal Models - Maes, Meganck, al. (2005) (Correct)
0.5: Learning with Hidden Variables: A Parameter Reusing Approach.. - Karciauskas (2005) (Correct)
0.4: Distributed learning of Multi-Agent Causal Models - Stijn Meganck Sam (2005) (Correct)
Similar documents based on text:
0.0: Unknown - (Correct)
BibTeX entry: (Update)
@misc{ and-inference,
author = "Sam Maes And",
title = "Inference in Multi-Agent Causal Models.",
url = "citeseer.ist.psu.edu/749029.html" }
Citations (may not include all citations):760 Probabilistic Reasoning in Intelligent Systems (context) - Pearl - 1988
250 Artificial Intelligence: A Modern Approach (context) - Russell, Norvig - 1995
110 Learning in Graphical Models (context) - Jordan - 1998
104 Multiagent Systems - A Modern Approach to Distributed Artifi.. (context) - Weiss - 1999
91 An Introduction to Multi-agent Systems (context) - Wooldridge - 2002
59 Object-oriented bayesian networks - Koller, Pfe - 1997
24 Prediction and Search (context) - Spirtes, Glymour et al. - 2000
21 Reasoning and Inference (context) - Pearl, Models - 2000
8 Probabilistic Reasoning in Multiagent Systems: A Graphical M.. (context) - Xiang - 2002
5 A bayesian network approach to making inferences in causal m.. - Nadkarni, Shenoy - 2001
3 Causal inference in multi-agent causal models (context) - Maes, Meganck et al. - 2005
2 Handbook of Computational Statistics (context) - Boyens, Gunther et al. - 2004
2 ects in multiagent causal models (context) - Maes, Meganck et al. - 2005
2 the testable implications of causal models with hidden varia.. (context) - Tian, Pearl - 2002
2 ects in a multiagent causal model (context) - Maes, Reumers et al. - 2003
1 Information fusion with distributed probabilistic networks (context) - de Oude, Ottens et al. - 2005
1 An agent-based approach to distributed data and information .. (context) - Pavlin, Maris et al. - 2004
1 A general identification condition for causal e#ects (context) - Tian, Pearl - 2002
1 the identification of causal e#ects (context) - Tian, Pearl - 2002
1 Cm-relview: A tool for causal reasoning in multiagent enviro.. (context) - Chaib-draa - 2001
1 Multi-agent identification of causal e#ects (context) - Maes, Meganck et al. - 2004
1 Multi-agent causal models: Inference and learning (context) - Maes - 2005
1 Identification in chain multi-agent causal models - Maes, Meganck et al. - 2005
1 Distributed learning of multiagent causal models - Meganck, Maes et al. - 2005
Documents on the same site (http://como.vub.ac.be/Members/sam/sam.html): More
Identification of Causal Effects in Multi-Agent Causal Models - Maes, Meganck, al. (2005) (Correct)
Niching and Evolutionary Transitions in MAS - Defaweux Lenaerts Maes (2001) (Correct)
Towards a Relation Between Learning Agents and.. - Tuyls, Lenaerts.. (2002) (Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC