Sentence examples for based method in terms from inspiring English sources

Experiments performed using both implementations demonstrate a superior performance against the self-organizing map based method in terms of the number of training iterations needed so that the mean square error (i.e. the average distortion) drops to the e−1=36.788% of its initial value.

Additionally, with fewer gateways by 34%, the mobile ferries outperforms the geographical based method in terms of delivery probability.

A considerable amount of research effort has been made in the literature for improving particle filter based methods in terms of both performance and computational efficiency.

Through an extensive simulation study, we show that our quantile regression approach is superior to linear regression based methods in terms of sensitivity and specificity of identifying linear and non-linear DE and DV patterns.

The proteome based comparisons, i.e. the BLAST matrix and pan-genomic analyses, differ somewhat from the base composition based methods, i.e. Markov chain based genomic signatures and codon and amino acid frequencies based methods, in terms of species classification.

The results are summarized in Figure 2. From the ROC curves, we can see that our approach consistently out-performs linear regression based methods in terms of both sensitivity and specificity for both DE and DV detection, regardless of the type and level of noise that is present in the datasets we studied here.

The experimental results show significant advantages of the proposed directly slicing method over the conventional STL based method both in terms of time and memory consumption.

It is evident that the ABC -and TS-based methods outperform the GA-based method in terms of BER performance and convergence characteristics for given terminating criteria.

Our experimental results show that the proposed hybrid localization scheme outperforms the widely-adopted GPS-based method in terms of both positioning accuracy and power consumption.

The values of Tables 1, 2, and 3 demonstrate that the proposed image fusion algorithm significantly outperforms other approaches (except NSCT-MSP-Con-based method) in terms of MI and QAB/F.

In addition, the proposed scheme (which is not implemented and whose computational complexity is not evaluated) is compared by simulations with the DFT-based method in terms of the obtained BER.