Anomaly Detection for Aviation Safety Based on an Improved KPCA Algorithm

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left">Algorithm</td><td class="align_center">DR (%)</td><td class="align_center">FNR (%)</td><td class="align_center">FPR (%)</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">OCSVM</td><td class="align_center">94.55</td><td class="align_center">5.45</td><td class="align_center">21.57</td></tr><tr><td class="align_left">Improved KPCA</td><td class="align_center">93.57</td><td class="align_center">6.43</td><td class="align_center">1.11</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Journal of Electrical and Computer Engineering

tab3

Table 3

Table 3: Anomaly Detection for Aviation Safety Based on an Improved KPCA Algorithm 