BeatLex: Summarizing and Forecasting Time Series with Patterns.
Bryan HooiShenghua LiuAsim SmailagicChristos FaloutsosPublished in: ECML/PKDD (2) (2017)
Keyphrases
- weather forecasting
- financial time series
- multivariate time series
- surprising patterns
- multivariate time series data
- temporal patterns
- arma model
- pattern discovery
- forecasting accuracy
- short term
- stock data
- periodic patterns
- abnormal patterns
- autoregressive
- phase space reconstruction
- recurring patterns
- neural network
- interesting patterns
- dynamic time warping
- stock market
- pattern mining
- sequential data
- short term prediction
- exponential smoothing
- symbolic representation
- support vector regression
- data mining techniques
- spatio temporal
- data structure