Refining Genetic Algorithm Based Fuzzy Clustering through Supervised Learning for Unsupervised Cancer Classification.
Anirban MukhopadhyayUjjwal MaulikSanghamitra BandyopadhyayPublished in: EvoBIO (2009)
Keyphrases
- fuzzy clustering
- supervised learning
- cancer classification
- unsupervised learning
- gene selection
- microarray
- random forest
- microarray data
- gene expression data
- gene expression profiles
- cluster analysis
- semi supervised
- fuzzy clustering algorithm
- clustering analysis
- fuzzy c means
- fuzzy c means algorithm
- possibilistic clustering
- feature selection
- fuzzy clustering algorithms
- clustering algorithm
- training data
- membership functions
- fuzzy clustering method
- gene expression
- reinforcement learning
- training set
- active learning
- machine learning
- learning algorithm
- labeled data
- class labels
- data clustering
- fuzzy c means clustering algorithm
- neural network
- computer vision
- gene sets
- microarray datasets
- decision trees
- high dimensionality
- high dimensional data