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The validation results confirm the effectiveness of SPiRT and E-SPiRT and show that they outperform competing schemes in the literature.
A detailed case study shows that both direct and indirect extensions of the VTFBI technique outperform competing ones in terms of accuracy in the estimation of singular values, robustness towards the effect of noise as well as effectiveness for application in model based control.
Experiment results show that our model outperform competing methods on both datasets, which demonstrate that the performance of our model is not very sensitive to the scoring schemes.
We quantitatively evaluated these approaches on 16 ovarian cancer RNASeq datasets with matched genotyping arrays and a human breast cancer genome sequenced to >40× (haploid) coverage with ground truth data and show systematically that the SNVMix models outperform competing approaches.
Being aware that in several application domains, SVM have been shown to outperform competing techniques by using nonlinear kernels, which implicitly map the instances to very high (even infinite) dimensional spaces, we used polynomials kernels with degrees 1, 2, and 3. Multilayered Perceptron is a feed-forward artificial neural network model [ 37].
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Such characterization allows the description of situations for which the proposed dissimilarity outperforms competing dissimilarities.
The cooling module includes Celsia's patented NanoSpreader(TM) that significantly outperforms competing heat pipe based solutions.
Extensive experimental results demonstrate that our method delivers promising performance in placental maturity evaluation and outperforms competing methods.
Our experimental results suggest that the proposed method outperforms competing methods in terms of sensitivity as well as noise immunity for a variety of standard test sequences.
In a within-corpus scenario, sRSM outperforms competing LTMs, while obtaining a significant improvement of 16.75% over popular statistics-based turn-level features for valence-based classification, which is considered to be a difficult task using only speech.
Whether the sandwich is made of metal or fiber-reinforced composite, it is demonstrated that the foam-filled corrugated core exhibits radically enhanced transverse shear response, outperforming competing core topologies such as hollow pyramidal lattices and square honeycombs on the basis of equal mass.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com