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: AAAI (2019)
Keyphrases
- neural network
- multivariate time series data
- unsupervised anomaly detection
- anomaly detection
- multivariate time series
- intrusion detection
- semi supervised
- temporal data
- stochastic processes
- pattern recognition
- subspace clustering
- predicting future
- random fields
- data sets
- data analysis
- nearest neighbor
- unsupervised learning
- pattern mining