Ensemble Based Real-Time Adaptive Classification System for Intelligent Sensing Machine Diagnostics.
Minh Nhut NguyenChunyu BaoKar Leong TewSintiani Dewi TeddyXiaoli LiPublished in: IEEE Trans. Reliab. (2012)
Keyphrases
- real time
- final classification
- pattern recognition
- machine learning
- training set
- low cost
- classification accuracy
- classification method
- feature selection
- decision trees
- pattern classification
- classifier ensemble
- support vector
- support vector machine
- classification algorithm
- sensor fusion
- adaptive systems
- generalization ability
- cross validation
- text classification
- high speed
- ensemble classification
- feature extraction
- neural network
- majority voting
- concept drifting data streams
- ensemble classifier
- classification systems
- adaptive learning
- automatic classification
- classification models
- ensemble methods
- support vector machine svm
- image classification
- sensor networks
- training data
- classification scheme
- machine learning methods
- binary classification problems
- imbalanced data
- situational awareness
- multiple classifier systems
- condition monitoring
- feature space
- data sets