Modeling lightcurves for improved classification of astronomical objects.
Julian FarawayAshish MahabalJiayang SunXiao-Feng WangYi G. WangLingsong ZhangPublished in: Stat. Anal. Data Min. (2016)
Keyphrases
- predictive modeling
- machine learning
- statistical modeling
- classification scheme
- automatic classification
- classification accuracy
- support vector
- pattern classification
- decision rules
- feature vectors
- pattern recognition
- decision trees
- d objects
- classification process
- moving objects
- classification models
- object model
- neural network
- spatially localized
- classification systems
- complex scenes
- classification method
- training samples
- nearest neighbor
- support vector machine
- data model
- feature selection