Sentence examples for by using the ensemble from inspiring English sources
The experiment shows that by using the ensemble of signal, the proposed algorithm improved the PSNR of the original OMP-PKS by at least 0.34 dB.
It indicated that by using the ensemble of signal, OMP-PKS+RS required lower M/N to achieve the same performance level of OMP-PKS.
The gear fault-related features in the vibration signals are extracted by using the ensemble empirical mode decomposition method (EEMD) and the marginal Hilbert spectrum analysis.
Since OMP-PKS+RS and OMP-PKS used the same reconstruction method, the PSNR difference between OMP-PKS+RS and OMP-PKS indicated the PSNR improvement by using the ensemble of y.
This paper introduces a novel scheme to optimize hyper-parameters and features by using the Ensemble Kalman Filter (EnKF), which is an iterative optimization algorithm used for high-dimensional nonlinear systems.
We modelled the E. coli datasets by using the ensemble approach integrating both correlation and ratio procedures as described above.
Since calculating statistical significance of nestedness scores can be computationally demanding, involving generation of a large ensemble of matrices from a null distribution, FALCON uses a novel "adaptive ensemble" method to improve efficiency by using the minimal ensemble size sufficient to give robust statistics.
To resolve this problem, Evensen ([1994]) proposed the EnKF, which approximates the KF by using the forecast spread of the ensemble prediction.
This was accomplished by using the activity of an ensemble of motor cortex neurons to control the simultaneous, stimulation-driven contraction of four paralyzed muscles.
The disease-protein associations were extracted from the Ensemble database by using the Biomart tool [ 39].
However, our proposed model obtains good performance similar to or even better than those obtained by the methods using ensemble classifier, such as Random Forest and ensemble of HKNN, by using the single weighted representation based classifier.
