In practice, the DSIHE is better than the BBHE in both preserving the image brightness and conserving the information content.
Given the small ensemble size compared to the model dimension, cross-covariances in P f are ignored to ensure a positive-definite matrix (one may consider reduced rank filters or localization techniques to address this issue, while conserving the information carried by off-diagonal elements).
As we discuss below, our notion of flux conserves the information of reaction fluxes between species.
DOI: http://dx.doi.org/10.7554/eLife.06134.014 We therefore conclude that grouping responses by their similarity in the training data identified clusters that conserved the information available about the stimuli in the test data, thus indicating that the similarity we measured is a general feature of the code and not limited to a particular set of stimuli.
As meiosis is evolutionarily conserved, the information on transcriptional domains obtained from the model system Arabidopsis has value not only in assessing the conservation of functional pathways in meiosis of other eukaryotes but also in applications seeking to improve crop plants.
Thus, several couples of the least and utmost PP and ZP are needed to embed data and need to conserve the spare information like the value of PP, ZP and location information of overflow/underflow pixels.
The overarching goal, common to all classification systems, is the reduction of stillbirths and the primary purpose of classification, also common to all, is to conserve the useful information about the death.
Use IGA to optimize the dipeptide propensity scores (DPS) in order to maximize the prediction accuracy and to conserve the original sequence information.
This is a simple and effective method which conserves the phase information of the input signal.
Since the performance measures are expressed by membership functions rather than by crisp values, they completely conserve the fuzziness of input information when some data of bulk-service queuing systems are ambiguous.
