Investigating Distance Metrics in Semi-supervised Fuzzy c-Means for Breast Cancer Classification.
Daphne Teck Ching LaiJonathan M. GaribaldiPublished in: CIBB (2012)
Keyphrases
- fuzzy c means
- cancer classification
- distance metric
- semi supervised
- euclidean distance
- pairwise constraints
- gene selection
- metric learning
- microarray
- random forest
- fuzzy clustering
- gene expression data
- semi supervised learning
- microarray data
- distance measure
- gene expression profiles
- data points
- clustering algorithm
- pairwise
- clustering method
- cluster analysis
- feature selection
- distance function
- labeled data
- image segmentation
- active learning
- unsupervised learning
- k means
- unlabeled data
- cancer treatment
- gene expression
- supervised learning
- image processing
- multi label
- dimensionality reduction
- feature vectors
- model selection
- ensemble methods
- high dimensional
- computer vision
- neural network