Isolation Forest

2008 · 6,015 citations · 3 from inside this corpus

Fei Tony Liu, Kai Ming Ting, Zhi‐Hua Zhou

The source holds an abstract for this work, but its best open-access copy is under no open licence, which does not permit us to republish the text. Read it at the source below.

5 of 5 neighbouring works in this corpus. Blue is what this paper cites; orange is what cites it, and a dashed line is one neighbour citing another. Only the largest labels are drawn — every node carries its full title on hover.

this paper works it cites works citing it node size = global citations · hover for the full title

What this paper cites, inside the corpus

Paper	Year	Cited
LOF	2000	5,247
Algorithms for Mining Distance-Based Outliers in Large Datasets	1998	1,532

What cites it, inside the corpus

Paper	Year	Cited
Isolation-Based Anomaly Detection	2012	2,055
Aleatoric and epistemic uncertainty in machine learning: an introduction to concepts and …	2021	1,596
Anomaly Detection with Robust Deep Autoencoders	2017	1,472

Links

DOI · OpenAlex record

Topics

Anomaly Detection Techniques and Applications	Computer Science
Advanced Statistical Methods and Models	Mathematics
Fault Detection and Control Systems	Engineering

Is this record sound?

complete

Nothing in this record contradicts itself and no field we check is missing.

supports3 author record(s) attached.
supports14 reference(s) recorded.
supportsThe DOI's year agrees with the publication year.
supportsA title is present.

Provenance

Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:43+00:00.

sha256 5cad55ac5d4d41e1…