Autoencoding time series for visualisation.
Nikolaos GianniotisSven Dennis KüglerPeter TiñoKai PolstererRanjeev MisraPublished in: ESANN (2015)
Keyphrases
- non stationary
- multivariate time series
- dynamic time warping
- real time
- sequential data
- stock price
- abnormal patterns
- stock market
- data structure
- machine learning
- symbolic representation
- databases
- weather forecasting
- visual data mining
- industrial process
- moving average
- visual analysis
- decision trees
- user interface
- database systems
- data mining tasks
- autoregressive
- multiscale
- search algorithm
- long term