Who Cited It

Deep Learning for Anomaly Detection: A Review

2020 · Singapore Management University Institutional Knowledge (InK) (Singapore Management University) · 1,731 citations · 0 from inside this corpus

Guansong Pang, Chunhua Shen, Longbing Cao, Anton van den Hengel

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.

Deep Learning for Anomaly Detection: A Review (2020)Deep Learning for Anomaly Det…Support-vector networks (1995)Support-vector networksSupport-Vector Networks (1995)Support-Vector NetworksBERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (2019)BERT: Pre-training of Deep Bi…Reducing the Dimensionality of Data with Neural Networks (2006)Reducing the Dimensionality o…Sequence to Sequence Learning with Neural Networks (2014)Sequence to Sequence Learning…Anomaly detection (2009)Anomaly detectionDeep Learning (2016)Deep LearningEstimating the Support of a High-Dimensional Distribution (2001)Estimating the Support of a H…LOF (2000)LOFLOF (2000)LOFSupport Vector Data Description (2003)Support Vector Data Descripti…A Survey of Outlier Detection Methodologies (2004)A Survey of Outlier Detection…Generalizing from a Few Examples (2020)Generalizing from a Few Examp…Random Features for Large-Scale Kernel Machines (2007)Random Features for Large-Sca…Deep Clustering for Unsupervised Learning of Visual Features (2018)Deep Clustering for Unsupervi…Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Disco… (2017)Unsupervised Anomaly Detectio…Isolation-Based Anomaly Detection (2012)Isolation-Based Anomaly Detec…MVTec AD — A Comprehensive Real-World Dataset for Unsupervised Anomaly Detection (2019)MVTec AD — A Comprehensive Re…Kernel principal component analysis (1997)Kernel principal component an…Efficient algorithms for mining outliers from large data sets (2000)Efficient algorithms for mini…A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks (2016)A Baseline for Detecting Misc…Anomaly detection in crowded scenes (2010)Anomaly detection in crowded …Future Frame Prediction for Anomaly Detection - A New Baseline (2018)Future Frame Prediction for A…Graph based anomaly detection and description: a survey (2014)Graph based anomaly detection…[No title in the source record — Newcastle University ePrints (Newcastle Univesity)][No title in the source recor…Anomaly Detection with Robust Deep Autoencoders (2017)Abnormal Event Detection at 150 FPS in MATLAB (2013)Abnormal Event Detection at 1…
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What this paper cites, inside the corpus

PaperYearCited
Support-vector networks199541,028
Support-Vector Networks199533,914
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding201933,416
Reducing the Dimensionality of Data with Neural Networks200621,247
Sequence to Sequence Learning with Neural Networks201413,351
Anomaly detection200911,511
Deep Learning20168,952
Estimating the Support of a High-Dimensional Distribution20016,097
LOF20005,247
LOF20004,009
Support Vector Data Description20033,526
A Survey of Outlier Detection Methodologies20043,382
Generalizing from a Few Examples20202,761
Random Features for Large-Scale Kernel Machines20072,646
Deep Clustering for Unsupervised Learning of Visual Features20182,508
Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Disco…20172,413
Isolation-Based Anomaly Detection20122,055
MVTec AD — A Comprehensive Real-World Dataset for Unsupervised Anomaly Detection20191,999
Kernel principal component analysis19971,950
Efficient algorithms for mining outliers from large data sets20001,882
A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks20161,627
Anomaly detection in crowded scenes20101,535
Future Frame Prediction for Anomaly Detection - A New Baseline20181,518
Graph based anomaly detection and description: a survey20141,516
[No title in the source record — Newcastle University ePrints (Newcastle Univesity)]1,494
Anomaly Detection with Robust Deep Autoencoders20171,472
Abnormal Event Detection at 150 FPS in MATLAB20131,459

Links

DOI · Open access copy · OpenAlex record

Topics

Anomaly Detection Techniques and ApplicationsComputer Science
Network Security and Intrusion DetectionComputer Science
Data-Driven Disease SurveillanceMedicine

Is this record sound?

partial

One field of this record is missing or disagrees with another. What is shown below is what the source publishes.

  • supports4 author record(s) attached.
  • supports192 reference(s) recorded.
  • weakensThe DOI names 2007 but the record dates this to 2,020. One of the two is about a different paper.
  • supportsA title is present.

Provenance

Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:53+00:00.

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