The clutter samples were generated with the extracted correlation properties.
To match signatures, dynamic time warping is applied to x and y-coordinates and shapes of x, y waveforms of a test sample are aligned with the enrollment sample to extract correlation coefficients where low ones indicate a rejection.
For example, we recently generated a software tool (PyScanFCS) to extract correlation curves from kymographs, the primary data in perpendicular line scanning FCS, and used PyCorrfit for the final evaluation of the correlation functions (Müller et al., 2014).
To enhance the spectral resolution and extract correlation and temporal information of the spectral changes, a two-dimensional correlation analysis was performed on each data set, within the spectral region of 1800 1400 cm−1800 1400
Polymyxin E concentration produced by P. polymyxa was calculated based on the extracted correlation equation between the concentration of standard polymyxin E and the corresponding peak area in HPLC.
However, studies using a hedging dummy variable routinely report the descriptive statistics for hedgers and non-hedgers or a mean difference test between both groups, consequently providing us with sufficient information to extract correlations.
Water quality data of a river were analyzed by unsupervised pattern recognition (HCA) and display methods (PCA) to extract correlations and similarities between variables and to classify river water samples into groups with similar quality.
Our main goal is to design deep neural architectures and to evaluate their ability to extract correlations in the available datasets, providing a novel platform for assisting doctors in detecting and assessing disease states.
PLSR analysis has been shown to effectively reveal covariation patterns in large and complex data sets, and extract correlations between possibly noisy and partially redundant input variables and outputs 6.
It is important that contextual data are collected and integrated into databases, because in the long run these data will allow to extract correlations between geography, time, prevailing environmental conditions and functions from metagenomic data that otherwise never would be uncovered [ 136].
