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One-class classifier

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Showing 1–50 of 82 papers

TitleStatusHype
Generative Semi-supervised Graph Anomaly DetectionCode2
CutPaste: Self-Supervised Learning for Anomaly Detection and LocalizationCode1
Calibrated One-class Classification for Unsupervised Time Series Anomaly DetectionCode1
Near out-of-distribution detection for low-resolution radar micro-Doppler signaturesCode1
Learning and Evaluating Representations for Deep One-class ClassificationCode1
ARCADe: A Rapid Continual Anomaly DetectorCode1
One-Class Risk Estimation for One-Class Hyperspectral Image ClassificationCode1
Old is Gold: Redefining the Adversarially Learned One-Class Classifier Training ParadigmCode1
Few-Shot One-Class Classification via Meta-LearningCode1
COVID-19-CT-CXR: a freely accessible and weakly labeled chest X-ray and CT image collection on COVID-19 from biomedical literatureCode1
FedMSE: Federated learning for IoT network intrusion detectionCode1
Beyond the Known: Adversarial Autoencoders in Novelty Detection—0
Cascade of one-class classifier ensemble and dynamic naive Bayes classifier applied to the myoelectric-based upper limb prosthesis control with contaminated channels detection—0
Chaotic Variational Auto Encoder based One Class Classifier for Insurance Fraud Detection—0
Characterization of graphs for protein structure modeling and recognition of solubility—0
Contextual One-Class Classification in Data Streams—0
Cutting Through the Noise: An Empirical Comparison of Psychoacoustic and Envelope-based Features for Machinery Fault Detection—0
Detecting Anomalous Microflows in IoT Volumetric Attacks via Dynamic Monitoring of MUD Activity—0
Distributed One-class Learning—0
DOC-NAD: A Hybrid Deep One-class Classifier for Network Anomaly Detection—0
Entropic one-class classifiers—0
One-Class Slab Support Vector Machine—0
Abnormal Chest X-ray Identification With Generative Adversarial One-Class Classifier—0
ADIC: Anomaly Detection Integrated Circuit in 65nm CMOS utilizing Approximate Computing—0
A Dynamic-Adversarial Mining Approach to the Security of Machine Learning—0
AED-Net: An Abnormal Event Detection Network—0
An ensemble of Density based Geometric One-Class Classifier and Genetic Algorithm—0
An Improved Anomaly Detection Model for Automated Inspection of Power Line Insulators—0
Anomaly Detection in a Digital Video Broadcasting System Using Timed Automata—0
An Upper Bound for the Distribution Overlap Index and Its Applications—0
A One class Classifier based Framework using SVDD : Application to an Imbalanced Geological Dataset—0
A One-Class Classifier for the Detection of GAN Manipulated Multi-Spectral Satellite Images—0
OCKELM+: Kernel Extreme Learning Machine based One-class Classification using Privileged Information (or KOC+: Kernel Ridge Regression or Least Square SVM with zero bias based One-class Classification using Privileged Information)—0
Online Learning with Regularized Kernel for One-class Classification—0
Online Signature Verification using Deep Representation: A new Descriptor—0
Outlier Detection by Consistent Data Selection Method—0
Point Cloud Novelty Detection Based on Latent Representations of a General Feature Extractor—0
Policy Entropy for Out-of-Distribution Classification—0
ProtoFL: Unsupervised Federated Learning via Prototypical Distillation—0
Quality assurance of organs-at-risk delineation in radiotherapy—0
Self-supervise, Refine, Repeat: Improving Unsupervised Anomaly Detection—0
Semi-supervised Outlier Detection using Generative And Adversary Framework—0
Strictly Proper Kernel Scoring Rules and Divergences with an Application to Kernel Two-Sample Hypothesis Testing—0
Target detection in synthetic aperture radar imagery: a state-of-the-art survey—0
The Deep Radial Basis Function Data Descriptor (D-RBFDD) Network: A One-Class Neural Network for Anomaly Detection—0
Training a Bidirectional GAN-based One-Class Classifier for Network Intrusion Detection—0
Two-Factor Authentication Approach Based on Behavior Patterns for Defeating Puppet Attacks—0
Unsupervised One-Class Learning for Automatic Outlier Removal—0
OneFlow: One-class flow for anomaly detection based on a minimal volume region—0
Flow-based SVDD for anomaly detection—0
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