To enhance the understanding and interpretation of the information contained in thermographic images, computational modeling of the physiological processes has to go hand in hand with the thermographic imaging steps.
This is true because the frequentist analysis is based on a fixed confidence level (here: 95%), whereas the Bayesian one allows more flexibility in the conclusions based on a full probability density distribution of the failure rate and therefore, permits better interpretation of the information contained in a small sample.
Epigenetic systems modulate the interpretation of the information contained in genomes by regulating DNA dependent processes.
If, however, in order to improve the performance of a system for automatic interpretation of ionograms, the information contained in ordinary and extraordinary traces is combined, the effect of collisions between the electrons and neutral molecules should be taken into account for the extraordinary ray.
Network tools have indeed been developed to take the best advantage of the information contained in a complex data set, while minimizing the assumptions required for the analysis and interpretation of the complex system behavior [ 26].
The interpretation of these patterns matched the information contained in the pairwise comparisons of the microarray data, which finally allowed us to uncover the genes that are regulated by both Hsp90 and p23.
The former has the advantage that the summary statistics conserve their interpretation, while the latter has the potential of better extracting and combining information contained partly in the various candidate statistics.
However, analysis of large datasets of measured parameters is complex; hence, it requires mutli-assessment techniques including classification, modeling and interpretations of numerous data matrix due to rich information contain about the water resources (Iscen et al. 2008; Boyacioglu 2006).
