A Distributed Algorithm for the Cluster-Based Outlier Detection Using Unsupervised Extreme Learning Machines

<table class="figure-group"><tr class="fig-image" id="a"><td><object data="https://static.hindawi.com/articles/mpe/volume-2017/2649535/figures/2649535.fig.0012a.svgz" name="2649535.fig.0012a" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(a) </b>Time cost versus dimensionality</td></tr><tr class="fig-image" id="b"><td><object data="https://static.hindawi.com/articles/mpe/volume-2017/2649535/figures/2649535.fig.0012b.svgz" name="2649535.fig.0012b" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(b) </b>Network transmission quantity versus dimensionality</td></tr></table>

<div>The effect of dimensionality for the distributed algorithm.</div>

Mathematical Problems in Engineering

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Figure 12

Figure 12: A Distributed Algorithm for the Cluster-Based Outlier Detection Using Unsupervised Extreme Learning Machines 