Gene Mapping and Marker Clustering Using Shannon's Mutual Information.
Zaher DawyBernhard GoebelJoachim HagenauerChristophe AndreoliThomas MeitingerJakob C. MuellerPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2006)
Keyphrases
- mutual information
- information theoretic
- information theory
- clustering algorithm
- clustering method
- k means
- shannon entropy
- similarity measure
- information theoretic measures
- unsupervised learning
- computer vision
- image segmentation
- image registration
- self organizing maps
- data points
- feature selection
- criterion function
- normalized mutual information
- gene ontology
- document clustering
- gene expression analysis
- medical image registration
- information gain
- fuzzy clustering
- hierarchical clustering
- spectral clustering
- data clustering
- data sets
- cluster analysis
- categorical data
- kullback leibler divergence
- regulatory networks
- gene expression data
- gene expression
- high dimensional data
- conditional mutual information