Sentence examples for by using simple clustering from inspiring English sources

By using simple clustering classifier, the proposed method achieved 61%% accuracy on average and improved to 91 % when inference is based on the same participant's data.

Deep clustering instead uses powerful learned features to represent low-rank affinities that can be decoded using simple clustering methods.

Start by using simple calculations.

Responses were either clustered using simple agglomerative clustering (purple.

We also propose a simple aggregative clustering strategy that combines clusters generated by multiple clustering algorithms, using simple voting.

Fig. 4 Floristic relationships between 22 geographical localities of Taiwan (GLT) and 34 ecoregions in Asia were analyzed by cluster analysis, using simple nearest neighbor algorithm and Bray Curtis dissimilarity method.

From this list, 80 villages or clusters were randomly selected using simple random sampling without replacement.

We searched clusters for candidate genes using simple text searches based on gene names or synonyms.

Hence, we first skim the video, i.e., remove the redundant frames by using spectral clustering with simple color histograms.

The proposed algorithm consists of two steps: the first step is skimming a video, i.e., reducing the number of frames by using spectral clustering with simple color histograms, which greatly reduces time for the refined clustering and keyframe selection in the second step.

It uses a simple clustering method to segment the pixels in a region by considering their intensity values.