The classification network D receives as input a summary of the whole image and performs the classification.
The reasoner checks for logical inconsistencies in the ontology and performs the classification of individual phosphatases according to the types described in the ontology.
We then included the HTML filter back, but then removed the second stage of the Text processing pipeline containing conversion of text to lower case, punctuation filter and numeric filter, and again performed the classification.
However, SFS and SBS performed the classification task with significant degradation in accuracy.
M.V.D. and L.C. obtained the first hyperresolved maps of NH3 and performed the identification, classification and quantification of the sources, wrote the manuscript and prepared the figures.
We then transformed the N-dimensional feature vector, where N = 20, into a smaller one-dimensional one feature y simply using (2) and performed the pattern classification on the linear one feature y using the decision rule as formulated in (3).
IA: built the resource, performed the classification algorithm and wrote the first draft of this paper.
In order to evaluate the effect of dictionary sizes on the classification results, we tried reducing the size of the Drug names and Side-effect dictionaries to half their original size and then performed the classifications.
FZ and YD downloaded the datasets, developed the classification method, and performed the statistical analyses.
The developed system is composed of two parts: the software part acquires digital images of marble slabs, extracts several features using these images, and finally performs the classification using clustering methods.
The authors used a set of 29 features extracted from the online information and its offline representation and applied support vector machines and Gaussian mixture models to perform the classification.
