Sentence examples for based on a generative from inspiring English sources

A Bayesian approach based on a generative model requires one to fully specify how the variables of interest are interrelated statistically.

One respondent from a co-op wrote: "Our company is based on a generative ownership model rather than an extractive ownership model.

Also, NMF can be statistically interpreted as a parameter estimation based on a generative model of data, and the distribution of the model defines the objective function (divergence) in NMF.

The aim of this paper is to propose an urban object recognition algorithm for urban robotic missions with useful properties: online processing, classification results with probabilistic outputs, and training with a few examples based on a generative model.

However, the Generative Multisegment scoring function is based on a generative, probabilistic model, rather than correlation.

This stands in contrast to the pair-HMM approach, which is essentially based on a "generative" sequence model that tries to explicitly model symbol insertions/deletions, in addition to symbol alignments.

In this study, we developed a generative model based on a generalization of variable order Markov chains (VOMC) for peptide sequences and adapted the model for prediction of their cleavability by certain proteases.

Our model is a Bayesian hybrid of conditional and generative models based on a general framework proposed by (Lasserre et al., 2006).

In this work, we propose a novel visual tracking algorithm based on a framework of generative model.

The methods we propose here are based on a recently introduced generative model for graphs [ 10].

The computational model of the proposed approach is based on a dynamic Markov network, a generative model which characterizes the dynamics, the image observations of each individual limb, as well as the spatial coherence among them.