Empirical studies on Symbolic Aggregation approximation under statistical perspectives for knowledge discovery in time series.
Wei SongZhiguang WangYangdong YeMing FanPublished in: FSKD (2015)
Keyphrases
- empirical studies
- knowledge discovery
- symbolic representation
- real world data sets
- empirical analysis
- data mining tasks
- information theoretic
- databases
- approximation algorithms
- closed form
- statistical analysis
- outlier detection
- experimental design
- dynamic time warping
- statistical models
- non stationary
- rank aggregation
- data mining
- conceptual clustering
- approximation error
- uci datasets
- real valued time series
- formal concept analysis
- statistical methods
- data mining algorithms
- stock price
- conceptual design
- statistical information
- data mining techniques
- data mining and knowledge discovery
- data aggregation
- software engineering
- association rules
- data analysis
- bayesian networks
- neural network