These results clearly indicate the superiority of the proposed decorrelation scheme over classic algorithms based on LDA and PCA decomposition, and it is useful to note that the proposed scheme also circumvents the complications associated with the implementation of cumbersome and subjective training procedures.
One obvious advantage of this type of strategy is to offer a therapeutic opportunity to a large number of subjects without the implementation of cumbersome and expensive means of selection.
High performance can be achieved also for lattice simulations but the actual implementation can be cumbersome.
On the other hand cumbersome implementation may result in improved outcomes.
Some have no publicly available implementation or are rather cumbersome to use, and most of them, notable exceptions being SAMBA/EXPANDER [ 17, 26], Genomica [ 21] and cMonkey [ 23], do not integrate or overlay other types of biological data, hampering their use as biological discovery tools.
A researcher could have developed a vaccine strategy that is effective in human trials, and yet, is turned down at the delivery stage because the implementation is too costly or cumbersome (e.g., multiple shots per day, refrigeration required, careful follow-up, etc).
In clinical practice, although many clinicians have welcomed an approach which reflects the achievement of individual patient goals, the uptake of GAS in routine clinical practice has been limited by the rather cumbersome process for implementation as recommended by the originators.
As the minimization of the PAPR leads to a second-order cone programming problem that can be too cumbersome for a practical implementation, some strategies to mitigate the complexity of the proposed method are also explored.
However, his implementation of this method was very cumbersome, for it involved visual correlation of photographed pulses.
The application of analytical solutions is limited by the perception that they are too cumbersome to derive while their implementation rests on assumptions that are too restrictive.
