Visualizing Time Series Consistency for Feature Selection.
Lena CibulskiThorsten MayBernhard PreimJürgen BernardJörn KohlhammerPublished in: J. WSCG (2019)
Keyphrases
- feature selection
- text categorization
- mutual information
- feature extraction
- dynamic time warping
- selected features
- feature selection algorithms
- non stationary
- feature set
- discriminative features
- small sample
- data sets
- text classification
- multi class
- interactive visualization
- dimensionality reduction
- support vector machine
- short term
- support vector
- machine learning
- unsupervised learning
- path consistency
- stock market
- high dimensional
- feature space
- model selection
- global consistency
- data mining tasks
- information gain
- feature subset
- knowledge discovery
- classification accuracy
- data mining