SVD-based Peephole and Clustering to Enhance Trustworthiness in DNN Classifiers.
Livia ManoviLorenzo CapelliAlex MarchioniFilippo MartininiGianluca SettiMauro MangiaRiccardo RovattiPublished in: AICAS (2024)
Keyphrases
- supervised classification
- clustering algorithm
- support vector
- clustering method
- test set
- hierarchical clustering
- training data
- k means
- singular value decomposition
- nearest neighbor algorithm
- data clustering
- data points
- document clustering
- svm classifier
- machine learning methods
- information theoretic
- self organizing maps
- training examples
- unsupervised learning
- decision trees
- classification algorithm
- distance metric
- data sets
- cluster analysis
- principal component analysis
- training set
- spectral clustering
- image segmentation
- fuzzy clustering
- multiple classifier systems
- feature selection