Single-epoch supernova classification with deep convolutional neural networks.
Akisato KimuraIchiro TakahashiMasaomi TanakaNaoki YasudaNaonori UedaNaoki YoshidaPublished in: CoRR (2017)
Keyphrases
- convolutional neural networks
- classification accuracy
- support vector
- pattern recognition
- automatic classification
- classification algorithm
- classification method
- support vector machine
- machine learning
- text classification
- classification systems
- document classification
- image classification
- feature vectors
- training samples
- classification scheme
- supervised classification
- decision rules
- supervised learning
- preprocessing
- cross validation
- support vector machine svm
- unsupervised learning
- model selection
- machine learning methods
- pattern classification
- benchmark data sets
- classification models
- facial expressions
- feature space
- feature extraction
- deep learning
- clustering algorithm