dCAM: Dimension-wise Class Activation Map for Explaining Multivariate Data Series Classification.
Paul BoniolMohammed MeftahEmmanuel RemyThemis PalpanasPublished in: SIGMOD Conference (2022)
Keyphrases
- multivariate data
- class labels
- classification accuracy
- pattern recognition
- decision trees
- support vector
- feature vectors
- high dimensional
- feature space
- pairwise
- principal components
- feature extraction
- feature selection
- training set
- support vector machine
- preprocessing
- supervised learning
- original data
- categorical data
- machine learning
- data sets
- similarity measure
- clustering algorithm
- knowledge discovery
- dimensionality reduction
- maximum likelihood
- computer vision