Sentence examples for based on probabilistic inference from inspiring English sources

As ROIA is based on probabilistic inference, estimations for missing information is directly included and already considered in our models.

In particular, graphical models provide a powerful framework for deriving (links between) numerous existing algorithms based on probabilistic inference [23 25].

In this paper, we propose a new classification method based on probabilistic inference of pathway activities.

Recently, Su et al. [ 11] proposed a classification method based on probabilistic inference of pathway activity.

In this study, we analyze and assess experimentally a module network inferred from both miRNA and mRNA expression data, using our recently developed module network inference algorithm based on probabilistic optimization techniques.

The first one is based on probabilistic estimation [9].

Will we toss the embryo, "start all over again and try for a better one?" Or change the offending genes based on probabilistic outcomes?

Bayesian approach is based on probabilistic learning.

Our experiments in force-dynamic state inference show that our technique provides significantly improved accuracy and speed relative to a variety of recent, hand-coded, non-trainable systems, and a trainable system based on probabilistic modeling.

Contemporary approaches based on probabilistic argumentation systems and probabilistic networks are better capable of handling these computational challenges.

Specifically, he said the available data tends to be less reliable because it's based on "probabilistic modeling".