Sentence examples for approaches that employed from inspiring English sources

Different from previous approaches that employed single rule based or statistical techniques, we propose a hybrid machine learning approach built under the framework of combination (ensemble) of classifiers with principal component analysis (PCA) as a feature reduction technique.

The price of not engaging strategically is a costly duplication of effort, lack of coordination and a failure to achieve complementary approaches that employ NATO and E.U. tool kits to their greatest effect.

Some other approaches that employ SNR in a statistical model-based framework will be discussed separately in Section 4.11.

Simpler, non-DSTC approaches that employ relay selection have been proposed for communication through frequency-selective fading channels.

Unlike the conventional electrochemical approaches that employ electrochemical oxidation or reduction solely, the square-wave potential approach integrates both processes via alternate electrochemical oxidation and reduction reactions.

Computer simulations will demonstrate that the implicitly balanced solution obtained from the JFNK method is more accurate than traditional approaches that employ operator splitting and linearizing.

RNA-central synthetic biology and nanotechnology are constructive approaches that employ the accumulated information and build synthetic RNA (RNP -based ciRNP -based nanostrucircuits

New surface-array-based sequencing approaches that employ unitary base addition chemistries promise to make large-scale whole genome analysis a routine activity for smaller laboratories.

In this paper, we present two approaches that employ the machine learning techniques to enable traffic prediction in Elastic Optical Networks.

The utility of the hybrid structure in [2] has been demonstrated through an extensive simulation study that showed significant error-rate improvement in sparse channels when compared with competing approaches that employ decision-feedback equalizers.

This result is from the fact that the approaches that employ the state variation detector based on CUSUM algorithm has considerable latency to make the decision for adjusting the variance in their filtering.