Sentence examples for comprehensive experimentation from inspiring English sources

Comprehensive experimentation and analysis are applied to evaluate the performance of five capacity scaling policies under different system scenarios.

Comprehensive experimentation on UCI repository data and face data sets (ORL, CMU, Yale) confirms the superiority of SubXPCA with better classification accuracy.

The efficiency of the proposed approach is demonstrated through comprehensive experimentation involving 100 000 runs on a set of well-known benchmark constrained engineering design problems.

Today, there is a confusion regarding the choice of the most appropriate method for a specific dataset and therefore a need for well-established statistical frameworks as well as for automated tools that will reinforce and lead a comprehensive experimentation and comparison process, based on the thorough study of the cost estimation errors.

HSP is designed to find allocations allowing a heuristic scheduler to generate schedules with a smaller value of Lmax than that achieved via the allocation yielding the final lower bound of Lobo et al. Comprehensive experimentation indicated that HSP delivered significant reductions in Lmax.

Comprehensive experimentation in this area was, however, limited until, in the 1990s, microarrays enabled 'genome-wide' snapshots of gene expression.

where, based on the comprehensive experimentations in [21], c min and c max are chosen as 1 and 3, respectively and 0<ζ norm l <1 is the normalized a priori SNR.

Comprehensive experimentations clearly demonstrate that our focus measure as well as the multifocus fusion algorithm yield promising results across the visual (VIS), the near-infrared (NIR) and the thermal (TH) spectra.

Comprehensive and elegant experimentation revealed substantial differences in the relative positions of the PH and kinase domains of inactive and membrane-associated AKT [12], [13], [14], [15], [16], resulting in the inactive form being termed the closed or 'PH-in' conformation; whereas the membrane-associated form is referred to as the open or 'PH-out' conformation.

Replacing the ODE-based steps in the MSM by machine learning methods would significantly improve its computational performance and allow researchers to perform broad and comprehensive in silico experimentation that uncovers emerging properties of the immune system and results in new nonintuitive computational hypotheses about immune responses.

In the present experimentation, a comprehensive and systematic study was performed to improve the transformation efficiency of kumquat, which was usually less than 4.1% in previous reports.