Class imbalance is a common issue in many domain applications of learning algorithms. Oftentimes, the same domains it much more relevant to correctly classify and profile minority class observations. This need can be addressed by feature selection (FS), that offers several further advantages, such as decreasing computational costs, aiding inference interpretability. However, traditional FS tech...

Finite Set Model Predictive Control (FS-MPC) is a widely used technique in power electronic converter applications. One challenge FS-MPC implementation selecting appropriate weighting factors, as there currently no established methodology for finding the best values. An alternative approach to consider cost functions without by Sequential (SMPC). In this paper, performance of SMPC applied induc...

Calcium-binding tyrosine phosphorylation-regulated protein (CABYR) is a highly polymorphic calcium-binding tyrosine- and serine-/threonine-phosphorylated fibrous sheath (FS) protein involved in capacitation. A putative domain (amino acids 12-48) homologous to the regulatory subunit of type II cAMP-dependent protein kinase A (RII) dimerisation and A kinase-anchoring protein (AKAP)-binding domain...

We consider a sequence of convex integral functionals Fs : W1,p(Ωs) → ℝ and weakly lower semicontinuous and, in general, nonintegral Gs ℝ, where {Ωs} is domains ℝn contained bounded domain Ω ⊂ (n ⩾ 2) p > 1. Along with this, we closed sets Vs = {v ∈ Ms(v) ⩽ 0 a.e. Ωs}, Ms mapping from to the set all functions defined on Ωs. establish conditions under which minimizers minimum values +Gs converge...

In one study, 287 patients diagnosed with asymptomatic carotid plaques or abnormal plaque free carotid intima-media thickness (CIMT) were randomly assigned to a GSE group (n = 146) or control group (n = 141). As anticipated, after treatment, GSE resulted in significant reduction in MMCIMT progression, while MMCIMT and plaque score were stable and even increased with the control group. The numbe...

introduction: this study compared the apical sealing ability of a bioceramic based root canal repair filling material (iroot fs) with mineral trioxide aggregate (mta). methods and materials: forty single-canal teeth were prepared and randomly divided into two experimental groups ( n =18) and two control groups ( n =2). teeth in experimental groups were retrofilled with either mta or iroot fs. a...

Parvalbumin-expressing fast-spiking (FS) cells are interconnected via GABAergic and electrical synapses and represent a major class of inhibitory interneurons in the neocortex. Synaptic connections among FS cells are critical for regulating network oscillations in the mature neocortex. However, it is unclear whether synaptic connections among FS interneurons also play a central role in the gene...

Discovering disease biomarkers from gene expression data has been greatly advanced by feature selection (FS) methods, especially using ensemble FS (EFS) strategies with perturbation at the ( i.e., homogeneous EFS) or method level heterogeneous EFS). Here, we proposed a hybrid EFS design that explores both types of to disrupt associations good performance single dataset, algorithm, specific comb...

This study was carried out to assess the contribution of different organic fertilizer mixtures [(CONTROL (open field), CATTLE, CHICKEN, GOAT, İMPORTED PEAT (IPT), NATİVE (NPT), FİELD SOİL (FS: in greenhouse)] drought tolerance Taşköprü garlic, which exposed 50% water deficiency under greenhouse conditions. For this purpose, measurement yield performed with bulbs, but amount some bioactive chemi...