For the sake of model complexity and computing time, we exclude children case specific predictors, near zero-variance predictors and the predictors with more than 80% missing values from further analysis.
(7) For the sake of low complexity, instead of MAP detection, the following approximation can be used, so that (20).
The LC-K-Best decoder recently proposed in [40] uses two improvements over the classical K-Best decoder for the sake of lower complexity and latency.
The UI is remarkably clean and free of nearly all visual clutter, and it seems as though very design choice made here was for the sake of reducing complexity.
For the sake of algorithmic complexity and applicability in practice, we neglect higher order interactions like pseudoknots.
For the sake of computational complexity, connections that were not significant in both groups were removed from the initial model space.
Considering the scalability of the uploading process of all cognitive users, for the sake of decreasing the complexity and enhancing the management reliability, we take a two-level uploading scheme via introducing the cluster head.
The restriction was made for the sake of limiting the complexity, hypothesizing that the general findings can be transferred to longer haplotypes.
Glitzy houses like MB&F and more staid, traditional places like F.P. Journe – companies who make beautiful watches for the sake of their beauty and complexity – may make it out of this maelstrom but only in the same way vinyl producers have found a small niche with music lovers.
In view of the above-mentioned facts, in this paper we adopt the Wirtinger-based integral inequality instead of the free-matrix-based integral inequality to handle the cross-product terms occurred in derivative of the constructed LKF for the sake of reducing the computational complexity.
