On the Stability and Homogeneous Ensemble of Feature Selection for Predictive Maintenance: A Classification Application for Tool Condition Monitoring in Milling.
Maryam AssafoJost Philipp StädterTenia MeiselPeter LangendörferPublished in: Sensors (2023)
Keyphrases
- feature selection
- condition monitoring
- tool wear
- classification accuracy
- cutting tool
- text classification
- support vector machine
- classification models
- feature space
- high dimensionality
- feature ranking
- support vector
- machine learning
- wrapper feature selection
- ensemble classification
- class labels
- model selection
- feature extraction
- training set
- feature set
- neural network
- text categorization
- method for feature selection
- artificial intelligence
- machine learning methods
- training data
- fault detection
- acoustic emission
- decision trees
- irrelevant features
- discriminative features
- ensemble classifier
- classification algorithm
- fault diagnosis
- naive bayes
- regression problems
- feature selection algorithms
- ensemble learning
- random forest
- control system
- fuzzy logic
- denoising
- high speed