Haifeng Chen

Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection

Bo Zong, Song Qi, Martin Renqiang Min et al. · 2018 · 1.1K citations

Anomaly Detection, Machine Learning, Data Science +13

A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data

Chuxu Zhang, Dongjin Song, Yuncong Chen et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 741 citations · Full text

Anomaly Detection, Machine Learning, Data Science +14

NetWalk

Wenchao Yu, Wei Cheng, Charų C. Aggarwal et al. · 2018 · 332 citations · Full text

Learning Deep Network Representations with Adversarially Regularized Autoencoders

Wenchao Yu, Cheng Zheng, Wei Cheng et al. · 2018 · 187 citations · Full text

Artificial Intelligence, Geometric Learning, Deep Neural Networks +14

Structural Temporal Graph Neural Networks for Anomaly Detection in Dynamic Graphs

Lei Cai, Zhengzhang Chen, Chen Luo et al. · 2021 · 110 citations

Dynamic Graphs, Anomaly Detection, Machine Learning +20