Scalable Solutions for Automated Single Pulse Identification and Classification in Radio Astronomy.
Thomas R. DevineKaterina Goseva-PopstojanovaDi PangPublished in: ICPP (2018)
Keyphrases
- automated classification
- pattern recognition
- classification accuracy
- classification scheme
- decision rules
- classification method
- support vector machine
- classification systems
- machine learning
- automatic classification
- pattern classification
- feature vectors
- decision trees
- image classification
- model selection
- classification algorithm
- neural network
- classification process
- data sets
- support vector machine svm
- genetic algorithm
- machine learning methods
- classification rules
- benchmark data sets
- cost sensitive
- classification models
- fully automated
- scientific data
- svm classifier
- unsupervised learning
- text classification
- feature selection