Transient Detection Modeling as Imbalance Data Classification.
Aireen B. TabacoldeTossapon BoongoenNatthakan Iam-onJames MullaneyUtane SawangwitKrzysztof UlaczykPublished in: ICKII (2018)
Keyphrases
- data sets
- data collection
- database
- raw data
- data structure
- statistical analysis
- original data
- training data
- synthetic data
- data sources
- missing data
- knowledge discovery
- training samples
- support vector machine
- feature vectors
- data analysis
- support vector
- support vector machine svm
- multi variate
- extracted features
- machine learning
- feature extraction
- missing values
- class labels
- high quality
- detection algorithm
- active learning
- pattern recognition
- feature space
- input data
- data mining techniques
- prior knowledge
- data points