Empirical Studies on Symbolic Aggregation Approximation Under Statistical Perspectives for Knowledge Discovery in Time Series.
Wei SongZhiguang WangYangdong YeMing FanPublished in: CoRR (2015)
Keyphrases
- empirical studies
- knowledge discovery
- symbolic representation
- real world data sets
- empirical analysis
- statistical analysis
- data mining tasks
- dynamic time warping
- outlier detection
- data mining applications
- systematic review
- multivariate time series
- data mining and knowledge discovery
- statistical information
- experimental design
- formal concept analysis
- statistical models
- web mining
- knowledge discovery in databases
- association rules
- databases
- approximation algorithms
- real valued
- knowledge discovery and data mining
- information theoretic
- data mining algorithms
- text mining
- data aggregation
- conceptual clustering
- neural network
- subsequence matching