Probabilistic Feature Extraction from Multivariate Time Series Using Spatio-Temporal Constraints.
Michal LewandowskiDimitrios MakrisJean-Christophe NebelPublished in: PAKDD (2) (2011)
Keyphrases
- temporal constraints
- multivariate time series
- temporal patterns
- feature extraction
- temporal reasoning
- dimension reduction
- simple temporal
- temporal data
- temporal information
- multivariate time series data
- spatio temporal
- principal component analysis
- image processing
- categorical data
- face recognition
- support vector machine svm
- image classification
- linear discriminant analysis
- probabilistic model
- feature space
- three dimensional
- feature selection
- singular value decomposition
- dimensionality reduction
- qualitative and quantitative
- preprocessing
- data structure