Learning Graph Neural Networks for Multivariate Time Series Anomaly
Detection

Learning Graph Neural Networks for Multivariate Time Series Anomaly Detection

15 November 2021

Mononito Goswami

Chufan Gao

Papers citing "Learning Graph Neural Networks for Multivariate Time Series Anomaly Detection"

6 / 6 papers shown

Title
Uncertainty in Graph Neural Networks: A Survey Fangxin Wang Yuqing Liu Kay Liu Yibo Wang Sourav Medya Philip S. Yu AI4CE 106 10 0 11 Mar 2024
Graph Neural Network-Based Anomaly Detection in Multivariate Time Series Ailin Deng Bryan Hooi AI4TS 61 868 0 13 Jun 2021
A Multimodal Anomaly Detector for Robot-Assisted Feeding Using an LSTM-based Variational Autoencoder Daehyung Park Yuuna Hoshi Charles C. Kemp DRL 73 744 0 02 Nov 2017
Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting Ting Yu Haoteng Yin Zhanxing Zhu GNN AI4TS 110 3,700 0 14 Sep 2017
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 642 5,798 0 05 Dec 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 573 28,964 0 09 Sep 2016