DeepConAD: Deep and Confidence Prediction for Unsupervised Anomaly Detection in Time Series.
Ahmad Idris TambuwalMuhammad Bello AliyuPublished in: SAI (2) (2020)
Keyphrases
- unsupervised anomaly detection
- anomaly detection
- financial time series
- prediction accuracy
- moving average
- prediction model
- exponential smoothing
- chaotic time series
- prediction algorithm
- semi supervised
- prediction error
- confidence level
- box jenkins
- mackey glass
- dynamic time warping
- confidence measure
- stock price
- non stationary
- chronic hepatitis
- similarity measure
- neural network
- deep learning
- multivariate time series
- phase space
- autoregressive
- support vector regression
- intrusion detection
- short term prediction