A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data.
Chuxu ZhangDongjin SongYuncong ChenXinyang FengCristian LumezanuWei ChengJingchao NiBo ZongHaifeng ChenNitesh V. ChawlaPublished in: CoRR (2018)
Keyphrases
- neural network
- multivariate time series data
- unsupervised anomaly detection
- anomaly detection
- multivariate time series
- semi supervised
- intrusion detection
- temporal data
- subspace clustering
- pattern recognition
- predicting future
- stochastic processes
- pairwise
- pattern mining
- high dimensional data
- autoregressive
- unsupervised learning
- model selection
- principal component analysis
- computer vision