Updating beliefs with incomplete observations

Currently, there is renewed interest in the problem, raised by Shafer in 1985, of updating probabilities when observations are incomplete (or set-valued). This is a fundamental problem in general, and of particular interest for Bayesian networks. Recently, Gr

• Type: Journal
• Year: 2004
• Where: AI
• Authors: Gert de Cooman, Marco Zaffalon
• Keywords: AI 2004, Artificial Intelligence, Incomplete Observations, Incompleteness Mechanism, Probabilities