Paying Attention to Astronomical Transients: Photometric Classification with the Time-Series Transformer.
Tarek Allam Jr.Jason D. McEwenPublished in: CoRR (2021)
Keyphrases
- paying attention
- feature vectors
- decision trees
- machine learning algorithms
- support vector machine
- feature selection
- supervised learning
- support vector
- machine learning
- pattern recognition
- classification models
- class labels
- non stationary
- support vector machine svm
- classification accuracy
- feature extraction
- genetic algorithm
- neural network
- classification systems
- automatic classification
- multi channel
- classification algorithm
- feature space
- image classification
- data sets
- fuzzy logic
- benchmark datasets
- decision rules
- learning algorithm
- stock market
- dimension reduction
- pattern classification
- hidden markov models
- dynamic time warping
- knn