Proceedings:
Causal Reasoning and Uncertainty Management
Volume
Issue:
Proceedings of the AAAI Conference on Artificial Intelligence, 12
Track:
Uncertainty Management
Downloads:
Abstract:
A simple Monte-Carlo algorithm can be used to calculate Dempster-Shafer belief very efficiently unless the confiict between the evidences is very high. This paper introduces and explores Markov Chain Monte-Carlo algorithms for calculating Dempster-Shafer belief that can also work well when the conflict is high.
AAAI
Proceedings of the AAAI Conference on Artificial Intelligence, 12