[24] suggest a batch mode active learning relying on the Fisher information matrix to ensure small redundancy among selected instances.
It has been found that small redundancy indices may result in the divergence of the estimates of the corresponding variance components.
(i)The two algorithms that use the IR-DFEC (combined or not with s-DSFC) provide the highest spectral efficiencies due to the small redundancy inserted, see (10).
Capacity measures demonstrated limited capacity for all conditions as well, indicative of a small redundancy benefit for both monaural and binaural presentation contexts.
So, a small redundancy is experienced by the c2v memory, since each c2v message can collide with at most two other data (i.e., ), while a higher redundancy is associated to the SO memory, since every SO can face up to conflicts, with being the degree of the th variable node, typically greater than (especially for low-rate codes).
It also had a small redundancy score and a small dominant base count.
Also, it is more efficient than Undecimated Discrete Wavelet Transformation (UDWT), which is another shift-invariant version of DWT, as the former has a relatively small redundancy factor.
Receiver operator characteristic curves (ROC) and OPLS-DA, which finds new variables with optimal discriminatory ability and small redundancy, were used to explore perturbations in metabolic patterns and potential biomarkers for clinical and subclinical ketosis.
Redundancy increased with family structure (i.e. number of half- and full-sibs within family); e.g. in horses, the large number of small families resulted in low redundancy.
In addition, the small genome sizes and low redundancy of gene function are advantages when investigating sensory signaling at the molecular level (Crollius & Weissenbach 2005; Furutani-Seiki et al. 2004).
