Litcius/Paper detail

Reconstruction-based anomaly detection for multivariate time series using contrastive generative adversarial networks

Jiawei Miao, Haicheng Tao, Haoran Xie, Jianshan Sun, Jie Cao

2023Information Processing & Management84 citationsDOI

Topics & Concepts

Multivariate statisticsSeries (stratigraphy)Anomaly detectionGenerative grammarAdversarial systemAnomaly (physics)Artificial intelligenceComputer sciencePattern recognition (psychology)Machine learningGeologyPaleontologyPhysicsCondensed matter physicsAnomaly Detection Techniques and ApplicationsTime Series Analysis and ForecastingNetwork Security and Intrusion Detection
Reconstruction-based anomaly detection for multivariate time series using contrastive generative adversarial networks | Litcius