Embedded Feature Selection using PSO-kNN: Shape-Based Diagnosis of Microcalcification Clusters in Mammography.
Imad ZyoutIkhlas Abdel-QaderChristina JacobsPublished in: J. Ubiquitous Syst. Pervasive Networks (2011)
Keyphrases
- knn
- feature selection
- microcalcification clusters
- breast cancer
- k nearest neighbor
- breast cancer diagnosis
- text categorization
- breast cancer detection
- nearest neighbor
- cad systems
- text classification
- particle swarm optimization pso
- particle swarm optimization
- level set
- classification algorithm
- k nearest neighbour
- support vector machine svm
- early stage
- logistic regression
- computer aided diagnosis
- similarity search
- distance function
- support vector machine
- mutual information
- information gain
- knn algorithm
- digital mammograms
- k nearest
- machine learning
- classification method
- classification accuracy
- support vector
- feature extraction
- genetic algorithm
- feature subset
- feature set
- dimensionality reduction
- principal component analysis
- multi class
- knn classification
- neural network
- hierarchical document clustering