Sentence examples for Using prior information from inspiring English sources

Using prior information on the sparse signal, projection matrix design is formulated as an optimization problem that minimizes the weighted Frobenius distance between the Gram matrix and the identity matrix.

Using prior information based on precomputed heterozygosity estimations GATK evaluates the posterior probabilities of a site to be variant.

Using prior information regarding protein involvement also helps us better resolve edge orientation in the signaling networks.

However, no formal method exists for using prior information to guide the choice of θA.

It also highlights the benefits of using prior information in order to locate critical spots in the design and in subsequent development of test plans.

The aim of this study is to design a spatial sampling strategy for estuarine sediments, using prior information on the spatial variation of sediment granulometry.

We present a framework for Bayesian migration that can naturally incorporate and use prior information.

We note that because template matching uses prior information, i.e., known target waveforms, it should be treated as an optimal benchmark for the other two methods.

Recently new data analysis methods have been introduced that can use prior information of the system to reduce the overfit.

In contrast gene pathways analysis uses prior information on functional structure within the genome to identify pathways associated with a trait of interest.

The multiple pedestrian tracker is proposed to be a multiple-model particle filter that uses prior information about walkways to enhance the estimation performance.