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This paper presents a formal structure for capturing this information and knowledge and utilizing it in reliability improvement estimation.
We had developed what we called isochrone circle graphs and a geometric index for radial railway networks improvement estimation, that can be very useful for decision taking regarding the improvement of railway lines.
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Although BPE and MLE have better estimate performance than other existing methods, there is substantial room for improvement in estimation accuracy because they are only grounded on a posterior probability.
The inclusion of bubble induced turbulence led to slight improvement in estimation of the turbulent kinetic energy profiles.
According to the results, a greater improvement in estimation accuracy can be achieved through the SVR with polynomial basis function compared to other soft computing methodologies.
This proposed configuration and the enhanced algorithm lead to orders-of-magnitude improvement in estimation accuracy.
Table 4 and Fig. 3 denote that for all the CIF sequences, the proposed MABCA gives significant improvement in estimation accuracy and performs the best among the five fast search methods, only very slightly lower than FS.
The results have shown significant improvement in estimation accuracy and addressing the pilot contamination problem for SNR values of −40 to 40 dB for the proposed technique compared with R-LS.
In order to incorporate the group ordering information, we use a constrained method and thereby achieve an improvement in estimation by correcting the reverse ordering possibly appearing in sample group means.
Furthermore, since there are statistically different estimates obtained when this imputation procedure is applied to persons with missing data, the hypothesised improvement in estimation over the demographic-only imputation model is also supported.
The above simulation studies provide additional evidence in favor of the adaptive lasso procedure, and indicate that the proposed truncation mechanism offers additional improvement for estimation of Granger causality over the regular version of the lasso penalty.
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