4007 search results - page 21 / 802 » Computation with imprecise probabilities |
IPMU
2010
Springer
13 years 5 months ago
2010
Springer
Abstract. The naive credal classifier (NCC) extends naive Bayes classifier (NBC) to imprecise probabilities to robustly deal with the specification of the prior; NCC models a state...
FLAIRS
2007
13 years 10 months ago
2007
In attempting to address real-life decision problems, where uncertainty about input data prevails, some kind of representation of imprecise information is important and several ha...
ISIPTA
2003
IEEE
14 years 24 days ago
2003
IEEE
Set-valued estimation offers a way to account for imprecise knowledge of the prior distribution of a Bayesian statistical inference problem. The set-valued Kalman filter, which p...
UAI
2008
13 years 9 months ago
2008
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 a...
ECSQARU
2005
Springer
14 years 1 months ago
2005
Springer
In this paper, we investigate consonant random sets from the point of view of lattice theory. We introduce a new definition of consonancy and study its relationship with possibili...