Sentence examples for instances from different from inspiring English sources

Our empirical investigations use problem instances from different computational complexity classes, NP-Complete (NPC) and PSPACE-complete (PSC), that exhibit similar solution difficulty but differ in verification difficulty.

Conventional online learning algorithms cannot be applied directly to one-pass AUC optimization because AUC is measured by a sum of losses defined over pairs of instances from different classes.

Image registration is the process of aligning two or more images which may be taken at different time instances, from different views or by different sensors (or modalities in medical imaging applications).

In two instances from different families, CD34 stained positive in sinusoidal endothelial cells, consistent with portal hypertension.

As approximated in following equation, Relief computes the weight of attribute A as:

Feature selection is a process of selecting a subset of relevant features available from the data that most contribute to distinguishing instances from different classes.

You can compare nephews, for instance, from different sides of the family.

Next to this, C. metallidurans strains were isolated from environments not typified by metal contamination like, for instance, from different spacecraft-related environments [ 15- 19], from patients with cystic fibrosis [ 20] or even as the causative agent of an invasive human infection [ 21].

The proposed approach is evaluated on a well-known nurse rostering benchmark consisting of a diverse collection of instances obtained from different hospitals across the world.

Since fixed and polymorphic repeat instances derive from different sources, we verified that no systematic bias occurs in the detection of either insertion events by calculating correlation between polymorphic and fixed chromosomal frequencies; significant correlations were retrieved for Alus, SVAs and L1s (Spearman rho = 0.854, 0.439 and 0.923, respectively; all p values < 0.05).

In particular, more than fifty variants are proposed and tested tackling pair-wise image registration problem instances from two different domains, namely range image registration for 3D model reconstruction and 3D medical image registration.