Sentence examples for based on minimum description from inspiring English sources

For a snake using the region information in the image based on Minimum Description Length (MDL) we have [12].

The SRT method has a simple method of tree selection based on Minimum Description Length (MDL) [113] principle.

Indeed, other model selection tools, like the deviance information criterion (Spiegelhalter et al 2002) and the approach based on minimum description length (Grunwald 2007), also result in expressions that feature a term that penalizes complex models.

Furthermore, automatic methods based on minimum description length principle and cross-validation are devised to select the polynomial orders, as a requirement of the inverse polynomial reconstruction method in practical applications.

This paper presents a model-selection strategy based on minimum description length (MDL) that keeps the kernel least-mean-square (KLMS) model tuned to the complexity of the input data.

The third article, "Self-organizing kernel adaptive filtering," by S. Zhao, B. Chen, Z. Cao, P. Zhu, and J. C. Principe, deals with kernel adaptive filters and presents a model-selection strategy based on minimum description length that keeps the kernel least-mean-square model tuned to the complexity of the input data.

Their model is based on minimum cost and maximum return.

Regions are iteratively merged based on minimum spanning tree technique.

A novel operation strategy based on minimum distance was proposed.

Based on this, members are ranked based on minimum net worth.

Since a complete automatic detection is rarely feasible, we would like to develop general discrimination and tracking methods based on minimum a priori requirements on the shape and the size of the objects, followed by a close inspection of the results made by the user on a compact, though complete, description (2D image) of the trajectories.