From FATS to feets: Further improvements to an astronomical feature extraction tool based on machine learning.
Juan B. CabralBruno SánchezFelipe RamosSebastián GurovichPablo M. GranittoJacob VanderPlasPublished in: Astron. Comput. (2018)
Keyphrases
- machine learning
- feature extraction
- pattern recognition
- machine learning algorithms
- active learning
- data mining
- frequency domain
- discriminant analysis
- face recognition
- principal component analysis
- text mining
- feature selection
- machine learning methods
- feature vectors
- learning algorithm
- knowledge representation
- pattern classification
- semi supervised learning
- software tools
- wavelet transform
- computer vision
- decision trees
- preprocessing
- data analysis
- feature extractors
- neural network
- extracted features
- genetic algorithm
- inductive logic programming
- user friendly
- multiscale
- support vector machine
- model selection
- knowledge acquisition
- feature set
- dimensionality reduction
- face images