An Accelerated System for Melanoma Diagnosis Based on Subset Feature Selection.

Ezzeddine Zagrouba Walid Barhoumi

Published in: J. Comput. Inf. Technol. (2005)

Keyphrases

feature selection
feature subset
skin cancer
early diagnosis
subset selection
early detection
skin lesion
malignant melanoma
medical diagnosis
pigmented skin lesions
model based diagnosis

classification accuracy
mutual information
text classification
text categorization
fault diagnosis
redundant features
feature selection algorithms
machine learning
feature extraction
support vector
causal reasoning

small sample
irrelevant features
model based reasoning
diagnostic reasoning
image analysis
support vector machine
medical diagnostic
high dimensionality
computer aided
naive bayes
multiple faults

small number of samples
information gain
unsupervised feature selection
discriminative features
data sets
microarray data
medical images
feature set
feature space
neural network