yano_pres/data/016Extended Isolation Fores...

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2022-05-23 18:49:15 +02:00
<section Experiments 1>
<repeat w="['ifor','eifor','qual']">
<frame title="Extended Isolation Forests">
<split>
<que>
<list>
<e>Isolation Forests are one algorithm for AD</e>
<e>Tries to isolate abnormal (rare) points instead of modelling normal ones</e>
<e>Creative approach->fairly successful (3000 Citations)</e>
<e>Many follow up papers</e>
<e>Extended Isolation Forest (Hariri et. al. 2018, 140 Citations)</e>
<e>Remove bias from the Isolation Forests</e>
<e>Also claim to improve their anomaly detection quality</e>
</list>
</que>
<que>
<i f="???" wmode="True"></i>
</que>
</split>
</frame>
</repeat>