A CNN adapted to time series for the classification of Supernovae.
Anthony BrunelJohanna PasquetJérôme PasquetNancy RodriguezFrédéric CombyDominique FouchezMarc ChaumontPublished in: CoRR (2019)
Keyphrases
- text classification
- classification method
- classification systems
- machine learning
- convolutional neural network
- neural network
- automatic classification
- pattern recognition
- support vector
- classification accuracy
- cellular neural networks
- classification algorithm
- machine learning methods
- pattern classification
- multivariate time series
- supervised learning
- support vector machine
- support vector machine svm
- decision trees
- classification scheme
- cross validation
- feature extraction
- cost sensitive
- supervised classification
- decision rules
- document classification
- class labels
- benchmark datasets
- machine learning algorithms
- model selection
- multi class
- active learning