Unsupervised Clustering to Reduce Overfitting Issues in Ensemble Deep Learning Models for Skin Lesion Classifications.
Avneet KaurTanja Jancic-TurnerQuynh T. NguyenSatyam VattsHarsa Amylia Mat SakimPublished in: RoViSP (2023)
Keyphrases
- feature selection
- learning models
- unsupervised clustering
- classification models
- machine learning
- supervised classification
- skin lesion
- learning algorithm
- loss function
- k means
- clustering method
- semi supervised learning
- image segmentation
- learning tasks
- learning problems
- machine learning algorithms
- fuzzy c means
- conditional random fields
- early detection
- clustering algorithm
- spectral clustering
- unsupervised learning
- object recognition
- digital image processing
- natural language
- computer aided
- supervised learning