Functional Principal Component Analysis as a Versatile Technique to Understand and Predict the Electric Consumption Patterns.
Davide BerettaSamuele GrilloDavide PigoliEnea BiondaClaudio BossiCarlo TornelliPublished in: CoRR (2019)
Keyphrases
- principal component analysis
- independent component analysis
- dimensionality reduction
- feature space
- face recognition
- face images
- interesting patterns
- data mining techniques
- dimension reduction
- covariance matrix
- data analysis
- lower dimensional
- electro mechanical
- pattern discovery
- design patterns
- principal components
- deeper understanding
- neural network
- linear discriminant analysis
- pattern mining
- sequential patterns
- frequent patterns
- low dimensional
- learning algorithm
- genetic algorithm