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AMBN 2010 : 1st International Workshop on Advanced Methodologies for Bayesian Networks

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Link: http://www.ai.is.uec.ac.jp/ambn2010/
 
When Nov 18, 2010 - Nov 19, 2010
Where Tokyo, Japan
Submission Deadline Aug 25, 2010
Notification Due Sep 20, 2010
Final Version Due Oct 20, 2010
Categories    artificial intelligence   machine learning   bayesian networks
 

Call For Papers

Over the last few decades, Bayesian Networks (BNs) have become an increasingly popular AI approach. In this workshop we explore methodologies for enhancing the effectiveness of BNs including modeling, reasoning, model selection, logic-probability relations, and causality. The exploration of methodologies is complemented discussions of practical considerations for applying BNs in real world settings, covering concerns like scalability, incremental learning, parallelization, and so on.

We welcome contributions related to the following topics, but are not limited to:
- Probabilistic Reasoning using Bayesian Networks
- Combination of Probabilistic Reasoning and Logic in Bayesian Networks
- Learning Bayesian Networks
- Causal Discovery
- Causal Inference
- Advanced Application of Bayesian Networks

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