Sentence examples for is employed to classify from inspiring English sources

For example, when diagnosing cancers based on gene expression profiles, low accuracy is expected if a traditional classifier, for example, linear discriminant analysis (LDA), is employed to classify the samples based on all the genes measured.

In this subsection, PC1DARMF algorithm is employed to classify stochastic fault types.

In the second layer, the Symbolic Dynamic Filter (SDF) is employed to classify the fault pattern.

Finally, the multi-kernel learning-based support vector machine (MKL-SVM) [18] is employed to classify the human actions.

The artificial neural network (ANN) is employed to classify the selected dominated principal components for the purpose of diagnosing the gear deterioration.

Here, a feature carrier to envelope energy ratio, proposed in our previous work [23], is employed to classify the units into resolved and unresolved ones.

Two Neural Network (NN) classifiers, four Support Vector Machine (SVM) classifiers and K-Nearest Neighbor (KNN) classifier are employed to classify the ECG signals and compared with the proposed classifier.

An HMM classifier was employed to classify each video frame in the arousal-valence axis.

Next, a standard, supervised image classification approach (i.e. Maximum Likelihood Classifier) was employed to classify two major land covers of interest: agricultural land and settlement (urban) areas.

Supervised methods, such as Bayesian classifiers, decision trees and support vector machines, are employed to classify compounds for a particular functional activity class.

To this end, support vector machines (SVMs) [23], nearest-neighbor (NN) classifiers, Gaussian mixture model-based ones [3], and classifiers relying on sparse and low-rank representations [24] have been employed to classify the audio features into genre or mood classes.