Sentence examples for out inference from inspiring English sources
A flexible and parallelizable Monte Carlo – Expectation Maximization (MC-EM) scheme is proposed for carrying out inference and learning tasks.
All analyses are carried out using the Bayesian analysis tool WinBUGS, which uses Markov chain Monte Carlo simulation methods to carry out inference over the network.
We use actual inter-failure data to carry out inference on model parameters via Markov chain Monte Carlo methods and present additional insights from Bayesian analysis.
Golle and Partridge [25] have shown how the uniqueness of home/work pairs can be used to carry out inference attacks to reveal the identity of a user from an anonymized trace.
The proper use of a separable covariance function enables us to describe the huge covariance matrix as a Kronecker product of smaller matrices leading to efficient algorithms for carrying out inference and predictions.
Therefore, HyBrow cannot carry out inference and so HyBrow users cannot use high-level descriptions that are grounded by a subject domain theory in a principled way.
In carrying out inferences, we take into account the temporal relationships between events, the possible inexactitude associated with the events, and the atemporal or static information which affects the interpretation pattern being considered.
Bioinformatics is a growth area, says Thornton, because "almost every experiment now involves multiple sources of data, requiring the ability to handle those data and to draw out inferences and knowledge.
He points out inferences to the Cold War, noting that the spy Sakov in "The Cure" is Russian and concluding that The Secret Service is one of several Century 21 series that "unashamedly capitalised on the Cold War cult of the secret agent whose skills defend the home from enemies unknown".
To study the molecular evolution of vertebrate FoxO genes, we carried out phylogenetic inference analyses based on codon alignment and inferred their evolutionary history using Bayesian methods.
Thereafter, it becomes more challenging to carry out statistical inference.
