Temporal Relevance in Dynamic Decision Networks with Sparse Evidence

In this paper, we discuss the degeneration of relevance of uncertain temporal information and propose an analytical upper bound for the relevance time of information in a restricted class of dynamic decision networks with sparse evidence. An empirical generalization of this analytical result is presented along with a series of experimental results to verify the performance of the empirical upper bound.

• Type: Journal
• Year: 2005
• Where: APIN
• Authors: Ahmed Y. Tawfik, Shakil M. Khan
• Keywords: Analytical Upper Bound, APIN 2005, Uncertain Temporal Information, Upper Bound