Confidence-Guided Learning Process for Continuous Classification of Time Series.
Chenxi SunMoxian SongDerun CaiBaofeng ZhangShenda HongHongyan LiPublished in: CIKM (2022)
Keyphrases
- learning process
- pattern recognition
- machine learning
- classification accuracy
- incremental learning
- automatic classification
- support vector
- classification scheme
- classification method
- pattern classification
- benchmark datasets
- dynamic time warping
- classification systems
- learning phase
- classification rules
- learning algorithm
- distance learning
- support vector machine svm
- support vector machine
- active learning
- feature vectors
- image classification
- class labels
- numeric values
- feature selection
- classification algorithm
- feature extraction
- learning environment
- confidence estimates
- face recognition
- data streams
- feature space
- learning processes
- machine learning methods
- supervised learning
- decision rules
- svm classifier
- rough sets