posted by user: wangyi || 3583 views || tracked by 17 users: [display]

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

FacebookTwitterLinkedInGoogle

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

Related Resources

NEW2AN 2018   The 18th International Conference on Next Generation Wired/Wireless Advanced Networks and Systems NEW2AN 2018
ECCV 2018   European Conference on Computer Vision
ICANN 2018   27th International Conference on Artificial Neural Networks
ACL 2018   56th Annual Meeting of the Association for Computational Linguistics
ISMIS 2018   24th International Symposium on Methodologies for Intelligent Systems
UAI 2018   The Conference on Uncertainty in Artificial Intelligence
ASONAM 2018   Advances in Social Networks Analysis and Mining
ACML 2018   The 10th Asian Conference on Machine Learning
IEEE AVSS 2018   IEEE International Conference on Advanced Video and Signal-based Surveillance
WiOpt 2018   WiOpt 2018, The 16th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks