Sentence examples for on datasets obtained from inspiring English sources

The experiments based on datasets obtained from smart home prototypes illustrate the effectiveness of integrating probabilistic reasoning over domain ontology and the result analysis shows enhanced recognition accuracy in comparison with existing approaches.

In this experiment, the model was trained on datasets obtained within the first 2 days, and the confusion matrix is obtained in a separate test including three corridor sections.

6, we apply the method along with its improvements to some large-scale datasets and present its performance in terms of accuracy and compression and decompression speeds on datasets obtained from turbulent combustion simulations and land-ice modeling.

We obtained high classification accuracy on datasets obtained from two different sites, which indicates reproducibility of our results and robustness of our approach.

The review of this data builds on the evaluations in the literature and focusses on those datasets obtained most recently.

The MOGA-MFNN is evaluated on 20 datasets obtained from the repository of the University of California, Irvine (UCI).

Quantitative analysis was subsequently carried out on phantom datasets obtained using four reconstruction algorithms: the default OSEM protocol (2 iterations, 10 subsets) and the optimised OSEM protocol, both with and without full Monte Carlo collimator modelling.

Its operation under efficient integration of WT and PV modules was investigated for the region of Miami based on the datasets obtained from the local utility with a resolution of 10 minutes.

We computed the statistical significance of the MI of the gene sets by repeating the above analysis on randomized datasets obtained by randomly permuting the stimuli.

For the statistical analysis required for the metabolic profile analysis, PCA and two-way ANOVA were performed on the datasets obtained from metabolite profiling with the software package TMEV [ 64] using the default weighted covariance-estimation function.

V-Phaser 2 was validated and compared to both QuRe and the original V-Phaser on three datasets obtained from two viral populations: a mixture of eight known strains of West Nile Virus (WNV) sequenced on both 454 Titanium and Illumina MiSeq and a mixture of twenty-four known strains of WNV sequenced only on 454 Titanium.