An Effective Confidence-Based Early Classification of Time Series.
Junwei LvXuegang HuLei LiPei-Pei LiPublished in: IEEE Access (2019)
Keyphrases
- automatic classification
- classification accuracy
- pattern classification
- pattern recognition
- machine learning
- confidence scores
- decision trees
- image classification
- classification systems
- support vector machine
- feature selection
- feature extraction
- feature vectors
- classification scheme
- support vector
- classification algorithm
- model selection
- supervised learning
- text classification
- data sets
- training samples
- machine learning algorithms
- classification method
- preprocessing
- cost sensitive
- classification models
- dynamic time warping
- high quality
- feature space
- active learning
- confidence level
- artificial neural networks
- confidence estimates