“…A data imbalance processing method based on selective interpolation synthetic minority over-sampling technique (SISMOTE) is proposed to reduce the impact of sample imbalance on emotion recognition results. …”
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“…The dual laser allows instantaneous robust and quick estimation of the fiber height derivatives. Hermite cubic interpolation along the fibers allows real-time surface estimation and high frequency noise removal. …”
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“…The interpolation transforms the irregular spatial data into an equally spaced grid, which the model requires. …”
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“…The overall R(2) of the GWR-EBK model construction was the best (annual: 0.962, winter: 0.966, spring: 0.926, summer: 0.873, and autumn: 0.908), and the interpolation accuracy of the GWR-EBK model constructed by inputting ZTD was the best overall, with an average RMSE of 3.22 μg/m(3) recorded, while the GWR-EBK model constructed by inputting PWV had the highest interpolation accuracy in winter, with an RMSE of 4.5 μg/m(3) recorded; these values were 2.17% and 4.26% higher than the RMSE values of the other two types of models (ZTD and temperature) in winter, respectively. (3) The introduction of the empirical Bayesian kriging method to interpolate the residuals of the models (GWR and MGWR) and to then correct the original interpolation results of the models was the most effective, and the accuracy improvement percentage was better than that of the ordinary kriging method. …”
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“…In this paper, a hybrid Farrow algorithm that combines a modulated Farrow filter with a frequency response interpolated coefficient decimated masking filter is proposed for the design of a novel filter with low computational complexity. …”
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“…Through a reasonable improvement of the material interpolation method, the algorithm’s dependence on the experience of selecting the material penalty index P was reduced. …”
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“…We present a novel two-step strategy (interpolatedXY) to address this issue, which is applicable to all quantile-based normalization methods. …”
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“…Except for computation time, the interpolation method outperforms the wPCA method in spectrum reconstruction. …”
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“…During specific periods when the PM(2.5) variation pattern is unusual, such as during the coronavirus disease 2019 (COVID-19) outbreak, epidemic PM(2.5) regional interpolation models have been relatively little investigated, and little consideration has been given to the residuals of optimized models and changes in model interpolation accuracy for the PM(2.5) concentration under the influence of epidemic phenomena. …”
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“…Here, we propose a temporal direction filtering and peak interpolation optical flow method (TPIOF) to suppress the background noise, and improve the accuracy of the blood-flow velocity estimation. …”
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“…This study focused on the distribution of CAHs, and correlations between CAHs and environmental variables in a shallow groundwater in Shanghai, using kriging interpolation and multifactorial analysis. The results showed that the overall CAHs plume area (above DIV) was approximately 9,000 m(2) and located in the 2–4 m underground, DNAPL was accumulated at an area of approximately 1,400 m(2) and located in the 6-8m sandy silt layer on the top of the muddy silty clay. …”
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“…The moving Kriging interpolation which possesses the Kronecker delta property is applied to construct shape functions. …”
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“…The interpolated twitch technique (ITT) is the gold standard to assess voluntary activation and central fatigue. …”
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“…Convenient interpolation formulae that depend only upon wavelength are derived. …”
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“…Modern soil mapping is characterised by the need to interpolate point referenced (geostatistical) observations and the availability of large numbers of environmental characteristics for consideration as covariates to aid this interpolation. …”
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“…PURPOSE: To evaluate lesion enhancement performance of Multi-Arterial CAIPIRINHA-Dixon-TWIST–Volume-Interpolated Breath-Hold Examination (MA-CDT-VIBE) for the detection of hepatic metastases. …”
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“…The present work proposes a new missing RRI interpolation technique based on Just-In-Time (JIT) modeling. …”
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