A CNN adapted to time series for the classification of Supernovae.
Anthony BrunelJohanna PasquetJérôme PasquetNancy RodriguezFrédéric CombyDominique FouchezMarc ChaumontPublished in: Color Imaging: Displaying, Processing, Hardcopy, and Applications (2019)
Keyphrases
- machine learning
- pattern classification
- pattern recognition
- decision trees
- classification accuracy
- support vector machine svm
- support vector machine
- classification process
- text classification
- classification method
- classification scheme
- support vector
- object classification
- feature selection
- classification models
- automatic classification
- class labels
- supervised learning
- feature space
- training samples
- benchmark datasets
- data sets
- object detection
- machine learning methods
- classification rules
- multi class
- feature vectors
- document classification
- artificial neural networks
- feature extraction
- neural network