Applying General-Purpose Data Reduction Techniques for Fast Time Series Classification.
Stefanos OugiaroglouLeonidas KaramitopoulosChristos TatoglouGeorgios EvangelidisDimitrios DervosPublished in: ICANN (2013)
Keyphrases
- data reduction
- general purpose
- data compression
- instance selection
- representative subset
- singular value decomposition
- knowledge discovery
- data analysis
- classification rules
- data mining
- model selection
- feature selection
- classification accuracy
- preprocessing
- clustering algorithm
- high dimensionality
- data quality
- artificial intelligence
- machine learning
- similarity measure
- feature extraction
- microarray
- evolutionary algorithm
- rough set theory