Defect Classification With SVM and Wideband Excitation in Multilayer Aluminum Plates.
Dario Jeronimo PasadasHelena Maria Geirinhas RamosBo FengPrashanth BaskaranArtur Lopes RibeiroPublished in: IEEE Trans. Instrum. Meas. (2020)
Keyphrases
- defect classification
- support vector
- support vector machine svm
- support vector machine
- svm classification
- svm classifier
- kernel function
- generalization ability
- silicon nitride
- signal to noise ratio
- thin film
- feature selection
- knn
- classification algorithm
- training data
- multi class svm
- hyperplane
- feature vectors
- support vectors
- multi class classification
- high power
- decision forest
- frequency band
- text classifiers
- maximum margin
- speech signal
- machine learning
- classification method
- k nearest neighbor
- optimal parameters
- ls svm
- linear svm
- decision function
- hidden markov models
- kernel methods
- multi class