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Showing 2014 · cs.AIShow all
2 papers · 2 filters
cs.AI2014★ 6 cited
Sensitivity analysis for finite Markov chains in discrete time
Gert de Cooman, Filip Hermans, Erik Quaeghebeur
When the initial and transition probabilities of a finite Markov chain in discrete time are not well known, we should perform a sensitivity analysis. This is done by considering as…
cs.AI2014★ 4 cited
Updating with incomplete observations
Gert de Cooman, Marco Zaffalon
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 pro…