Forest based on Interval Transformation (FIT): A time series classifier with adaptive features.
Guiling LiShaolin XuSenzhang WangPhilip S. YuPublished in: Expert Syst. Appl. (2023)
Keyphrases
- feature set
- feature space
- extracted features
- classification process
- input features
- feature extraction
- feature vectors
- low level
- classification accuracy
- feature values
- feature extractors
- class labels
- svm classifier
- classification algorithm
- learning algorithm
- classification scheme
- highest accuracy
- bayesian classifier
- decision tree classifiers
- dynamic time warping
- classification models
- complementary features
- image features
- feature selection
- data sets
- neural classifier
- dependent features
- support vector machine classifier
- feature extractor
- maximum entropy classifier
- discriminative classifiers
- multivariate time series
- feature weighting
- multiple kernel learning
- ensemble learning
- training examples
- decision trees
- machine learning