Isolation-Based Anomaly Detection
Fei Tony Liu, Kai Ming Ting, Zhi‐Hua Zhou
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Citation edge evidence
- Deep Learning for Anomaly Detection→Isolation-Based Anomaly DetectionLegacy edge — source detail unavailable
- Deep Learning for Anomaly Detection: A Review→Isolation-Based Anomaly DetectionLegacy edge — source detail unavailable
- Isolation-Based Anomaly Detection→Random ForestsLegacy edge — source detail unavailable
- Isolation-Based Anomaly Detection→Anomaly detectionLegacy edge — source detail unavailable
- Isolation-Based Anomaly Detection→Estimating the Support of a High-Dimensional DistributionLegacy edge — source detail unavailable
- Isolation-Based Anomaly Detection→Isolation ForestLegacy edge — source detail unavailable
- Isolation-Based Anomaly Detection→LOFLegacy edge — source detail unavailable
- Isolation-Based Anomaly Detection→Support Vector Data DescriptionLegacy edge — source detail unavailable
- Isolation-Based Anomaly Detection→ROCR: visualizing classifier performance in RLegacy edge — source detail unavailable
- Isolation-Based Anomaly Detection→A Simple Generalisation of the Area Under the ROC Curve for Multiple Class Classification…Legacy edge — source detail unavailable
- Isolation-Based Anomaly Detection→Efficient algorithms for mining outliers from large data setsLegacy edge — source detail unavailable
- Isolation-Based Anomaly Detection→Algorithms for Mining Distance-Based Outliers in Large DatasetsLegacy edge — source detail unavailable
- Support Vector Data Description→Estimating the Support of a High-Dimensional DistributionLegacy edge — source detail unavailable
- Anomaly detection→Algorithms for Mining Distance-Based Outliers in Large DatasetsLegacy edge — source detail unavailable
- Anomaly detection→Support Vector Data DescriptionLegacy edge — source detail unavailable
- Anomaly detection→Efficient algorithms for mining outliers from large data setsLegacy edge — source detail unavailable
- Anomaly detection→Estimating the Support of a High-Dimensional DistributionLegacy edge — source detail unavailable
- Anomaly detection→LOFLegacy edge — source detail unavailable
- Efficient algorithms for mining outliers from large data sets→Algorithms for Mining Distance-Based Outliers in Large DatasetsLegacy edge — source detail unavailable
- Efficient algorithms for mining outliers from large data sets→LOFLegacy edge — source detail unavailable
- LOF→Algorithms for Mining Distance-Based Outliers in Large DatasetsLegacy edge — source detail unavailable
- LOF→Efficient algorithms for mining outliers from large data setsLegacy edge — source detail unavailable
- Isolation Forest→Algorithms for Mining Distance-Based Outliers in Large DatasetsLegacy edge — source detail unavailable
- Isolation Forest→LOFLegacy edge — source detail unavailable
- Deep Learning for Anomaly Detection→Support Vector Data DescriptionLegacy edge — source detail unavailable
- Deep Learning for Anomaly Detection→Anomaly detectionLegacy edge — source detail unavailable
- Deep Learning for Anomaly Detection→Efficient algorithms for mining outliers from large data setsLegacy edge — source detail unavailable
- Deep Learning for Anomaly Detection→Estimating the Support of a High-Dimensional DistributionLegacy edge — source detail unavailable
- Deep Learning for Anomaly Detection: A Review→Support Vector Data DescriptionLegacy edge — source detail unavailable
- Deep Learning for Anomaly Detection: A Review→Anomaly detectionLegacy edge — source detail unavailable
- Deep Learning for Anomaly Detection: A Review→Efficient algorithms for mining outliers from large data setsLegacy edge — source detail unavailable
- Deep Learning for Anomaly Detection: A Review→Estimating the Support of a High-Dimensional DistributionLegacy edge — source detail unavailable
- Deep Learning for Anomaly Detection: A Review→LOFLegacy edge — source detail unavailable
What this paper cites, inside the corpus
| Paper | Year | Cited |
|---|---|---|
| Random Forests | 2001 | 131,109 |
| Anomaly detection | 2009 | 11,511 |
| Estimating the Support of a High-Dimensional Distribution | 2001 | 6,097 |
| Isolation Forest | 2008 | 6,015 |
| LOF | 2000 | 5,247 |
| Support Vector Data Description | 2003 | 3,526 |
| ROCR: visualizing classifier performance in R | 2005 | 3,367 |
| A Simple Generalisation of the Area Under the ROC Curve for Multiple Class Classification… | 2001 | 2,307 |
| Efficient algorithms for mining outliers from large data sets | 2000 | 1,882 |
| Algorithms for Mining Distance-Based Outliers in Large Datasets | 1998 | 1,532 |
What cites it, inside the corpus
| Paper | Year | Cited |
|---|---|---|
| Deep Learning for Anomaly Detection | 2021 | 2,635 |
| Deep Learning for Anomaly Detection: A Review | 2020 | 1,731 |
Links
Topics
| Anomaly Detection Techniques and Applications | Computer Science |
| Network Security and Intrusion Detection | Computer Science |
| Water Systems and Optimization | Engineering |
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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
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