The phrase "alleviate linear" is not correct and does not convey a clear meaning in written English.
It seems to be an incomplete or misused expression, as "alleviate" typically refers to reducing pain or difficulty, while "linear" describes something in a straight line or a sequential manner.
Example: "The goal is to alleviate the linear progression of the project by introducing parallel tasks."
Alternatives: "ease the linear" or "reduce the linear".
Downsampling alleviates linear stochastic effects, such as autocorrelation of the brain signals, that might lead to a bias in estimation of the entropy and mutual information (Kaffashi et al. 2008).
In addition, a hybrid time-frequency domain filtering scheme is proposed here to alleviate the effects of non-linear phase in the decimation IIR filter as well as the analog front-end receivers.
In an attempt to alleviate potential discrepancies between assumptions of linear models and multi-population data, two types of alternative models were used: (1) a multi-trait genomic best linear unbiased prediction (GBLUP) model that modelled trait by line combinations as separate but correlated traits and (2) non-linear models based on kernel learning.
Wang et al. use linear distance coding (LDC) to alleviate this problem, which is a complementary technique to the traditional sparse coding schemes [64].
We also propose two improvements to the StOMP algorithm by automating its choice of a threshold parameter and one linear algebra operation in order to alleviate decompression complications and obtain a systematic reasonable accuracy.
In any case, the RRPCA results suggest that regularization by minimizing the L2-norm of linear weights is not sufficient to alleviate the over-fitting problem of genomic prediction.
The numerical results show the present electro-magnetic dry friction damper can be used to alleviate the dynamic response to both a periodic and a linear frequency sweep gust excitation, especially for the plunge and pitch responses.
We have used the standard Maximum Likelihood Linear Regression (MLLR) mean adaptation [26] to see if speaker adaptation can alleviate age-induced errors in ASR.
The proposed control scheme is modelled as a mix integer linear programming (MILP) problem, and rolling horizon optimization (RHO) is applied to alleviate initial prediction uncertainties.
More deliberate strategies such as sufficient backwashing pressure, greater linear velocity, feed water direction and module design can be expected to alleviate cake formation through this investigation.
