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TFRO can effectively address compound uncertainties expressed as type-2 fuzzy sets, probability distributions, and type-2 fuzzy random variables.
But it is pretty good, and it is surely a much better credal state to be in than the opinionated state that sets probability 1 on the number of planets being 9 billion.
A general method for estimating the bounds of the reliability of a system in which the input variables are described by random sets (probability distributions, probability boxes, or possibility distributions), with dependence modeling is proposed.
Additional file 2: Figure S2 shows the λ, k12 and K2 lower and upper sets probability density for all the realizations and it confirms the low variability of the probability density shapes over the parameter space sampling.
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To incorporate distribution information of hesitant fuzzy sets, probability-hesitant fuzzy sets have recently been proposed.
The end state probability is then the probability of the logical sum of the minimal cut set probabilities, where each minimal cut set probability is the product of the basic event probabilities that also include dependencies among the basic events.
The indoor users moved at 1 m/s speed in accordance with pre-set probability and routes.
In probabilistic flooding a variant of flooding introduced in[7] each node retransmits received data with a pre-set probability called forwarding factor in order to reduce unnecessary retransmissions.
Consequently, having opted to use the 34plex AIM-SNP assay as the principal system of analysis to obtain ancestry assignments for all seven case samples we interpreted each classification probability with reference to the training set probability range.
7 Thus, one can underestimate the sequence set probability which is induced in a similar way to Eq. (9) because it simply picks one alignment to calculate the sequence set probability without incorporating other possible alignments.
The sequence set probability is simply estimated as the number of exact duplicates of the given sequence set divided by n.
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