CNC Milling Machine Anomaly Classification with Continual Active Learning.
Eden KimSeungChul SonSeokkap KoPublished in: ICTC (2023)
Keyphrases
- active learning
- selective sampling
- supervised learning
- classification accuracy
- automatic classification
- batch mode active learning
- decision trees
- pattern recognition
- classification method
- neural network
- support vector machine svm
- pattern classification
- classification scheme
- decision boundary
- training set
- support vector
- machine learning
- batch mode
- annotation effort
- benchmark datasets
- machining processes
- data mining
- feature extraction
- text classification
- image classification
- high speed
- pairwise
- knn
- feature selection
- active learning framework
- labeling effort
- tool wear
- sample selection
- feature space
- training examples
- black box
- incremental learning
- unsupervised learning
- unlabeled data
- machine learning algorithms