LSTM with Wavelet Transform Based Data Preprocessing for Stock Price Prediction

<figure class="figure-group responsive"><div class="sub-figure" id="a"><object data="https://static.hindawi.com/articles/mpe/volume-2019/1340174/figures/1340174.fig.005a.svgz" name="1340174.fig.005a" type="image/svg+xml"></object><div class="fig-label"><b>(a) </b>The result of the first iteration</div></div><div class="sub-figure" id="b"><object data="https://static.hindawi.com/articles/mpe/volume-2019/1340174/figures/1340174.fig.005b.svgz" name="1340174.fig.005b" type="image/svg+xml"></object><div class="fig-label"><b>(b) </b>The results of iteration 301</div></div><div class="sub-figure" id="c"><object data="https://static.hindawi.com/articles/mpe/volume-2019/1340174/figures/1340174.fig.005c.svgz" name="1340174.fig.005c" type="image/svg+xml"></object><div class="fig-label"><b>(c) </b>The result of the 3301 iteration</div></div></figure>

<p>Distribution of real and predicted values.</p>

Mathematical Problems in Engineering

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Figure 5

Figure 5: LSTM with Wavelet Transform Based Data Preprocessing for Stock Price Prediction 