Multi-mode signals driven damage detection for composite structures by ensemble generalized multiclass support vector machine.
Zhipeng ChenHaiping ZhuLiangzhi FanZheng ZhangJun WuPublished in: ICPHM (2022)
Keyphrases
- multi class
- support vector machine
- ls svms
- damage detection
- multiclass problems
- base classifiers
- ls svm
- feature selection
- binary classification problems
- svm classifier
- training data
- least squares support vector machine
- binary classification
- support vector
- damage assessment
- multiclass classification
- quantum genetic algorithm
- multi class classification
- training set
- support vector machine svm
- multiple classes
- cost sensitive
- pairwise
- machine learning
- multiclass learning
- ensemble learning
- generalization ability
- ensemble methods
- kernel function
- ensemble classifier
- knn
- majority voting
- perceptron algorithm
- wavelet transformation
- neuro fuzzy
- soft margin
- error correcting output codes
- feature vectors
- feature space
- neural network
- multiclass support vector machines