After instrumental calibration using a NIST certified CeO2 powder sample, frames were integrated to one dimensional patterns [92] and averaged.
As one of the artificial intelligence methods, the support vector machine (SVM) has many special advantages in solving with small samples, nonlinear and high dimensional pattern recognition.
The role of feature selection methods in a high dimensional pattern classification problem is to select the minimum number of features that maximize the recognition accuracy.
But I struggled with translating what I had in mind into a two dimensional pattern, and I started looking for alternatives.
As described in our publication [9], Catalyst generates predictive pharmacophores by essentially a three dimensional pattern matching algorithm and extensive statistical analysis.
Confocal Scanning Laser Microscopy (CSLM) of FUN 1 stained biofilms to visualize three dimensional patterns and determine the architecture of the biofilms grown in the chip.
Our goal was to compare the three dimensional pattern formed by echoes in the ultrasound images with the three dimensional pattern formed by fibrous connective tissue in the same piece of tissue.
Taxometric analyses have tended to support a dimensional pattern for most forms of anxiety, including adult separation anxiety [ 15, 34].
The scalar value of reaction occurrence is essentially a one-dimensional projection of a high dimensional pattern of the distribution of reactions among random viable networks.
However, breaking up a continuum of scores and creating groups out of dimensional patterns of scores can be helpful in summarizing mean patterns of scores from a number of individuals [ 107].
This paper presents Dimensional Design Patterns (DDPs) and their application to the design of dimensional models.
