Searching for Short M-Dwarf Flares by Machine Learning Method.
Hanchun JiangPublished in: BDA (Astronomy, Science, and Engineering) (2023)
Keyphrases
- machine learning
- synthetic data
- prior knowledge
- clustering method
- high accuracy
- machine learning methods
- preprocessing
- support vector machine
- statistical methods
- neural network
- optimization method
- detection method
- experimental evaluation
- significant improvement
- computational complexity
- learning algorithm
- probabilistic model
- classification accuracy
- cost function
- input data
- model selection
- theoretical analysis
- pattern recognition
- segmentation method
- high precision
- decision trees
- computer vision