A minimum description length approach to statistical shape modeling.
As it was estimated according to the minimum description length criteria35, six components were extracted.
The number of estimated components was determined according to the minimum description length criteria35.
Based on the minimum description length (MDL 30 criterion, 24 components were estimated.
Six components were extracted from the GM images according to the minimum description length criteria (Fig. 1 and Supplementary Table S2 35.
The Minimum Description Length (MDL) principle is solidly based on a provably ideal method of inference using Kolmogorov complexity.
Candidate constructions are evaluated using a minimum description length criterion that balances a structural bias toward simpler grammars against a data-driven bias toward more specific grammars.
Her past research areas have included empirical processes, Markov Chain Monte Carlo, signal processing, the minimum description length principle (MDL), and information theory.
The detection and estimation performance is compared with Akaike information criterion (AIC), minimum description length (MDL) and the matrix pencil method.
This paper presents an efficient control scheme using a Hammerstein recurrent neural network (HRNN) based on the minimum description length (MDL) principle for controlling nonlinear dynamic systems.
In this study, we propose the MDLText, an efficient, lightweight, scalable, and fast multinomial text classifier, which is based on the minimum description length principle.
