Who Cited It

Isolation-Based Anomaly Detection

2012 · ACM Transactions on Knowledge Discovery from Data · 2,055 citations · 2 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.

Isolation-Based Anomaly Detection (2012)Isolation-Based Anomaly Detec…Random Forests (2001)Random ForestsAnomaly detection (2009)Anomaly detectionEstimating the Support of a High-Dimensional Distribution (2001)Estimating the Support of a H…Isolation Forest (2008)Isolation ForestLOF (2000)LOFSupport Vector Data Description (2003)Support Vector Data Descripti…ROCR: visualizing classifier performance in R (2005)ROCR: visualizing classifier …A Simple Generalisation of the Area Under the ROC Curve for Multiple Class Classification… (2001)A Simple Generalisation of th…Efficient algorithms for mining outliers from large data sets (2000)Efficient algorithms for mini…Algorithms for Mining Distance-Based Outliers in Large Datasets (1998)Algorithms for Mining Distanc…Deep Learning for Anomaly Detection (2021)Deep Learning for Anomaly Det…Deep Learning for Anomaly Detection: A Review (2020)Deep Learning for Anomaly Det…
12 of 12 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

PaperYearCited
Random Forests2001131,109
Anomaly detection200911,511
Estimating the Support of a High-Dimensional Distribution20016,097
Isolation Forest20086,015
LOF20005,247
Support Vector Data Description20033,526
ROCR: visualizing classifier performance in R20053,367
A Simple Generalisation of the Area Under the ROC Curve for Multiple Class Classification…20012,307
Efficient algorithms for mining outliers from large data sets20001,882
Algorithms for Mining Distance-Based Outliers in Large Datasets19981,532

What cites it, inside the corpus

PaperYearCited
Deep Learning for Anomaly Detection20212,635
Deep Learning for Anomaly Detection: A Review20201,731

Links

DOI · OpenAlex record

Topics

Anomaly Detection Techniques and ApplicationsComputer Science
Network Security and Intrusion DetectionComputer Science
Water Systems and OptimizationEngineering

Is this record sound?

complete

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

  • supports3 author record(s) attached.
  • supports58 reference(s) recorded.
  • neutralThe DOI carries no year to check against.
  • supportsA title is present.

Provenance

Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:51+00:00.

sha256 6e314d9c6052d1ed…