Unsupervised Mutual Information Criterion for Elimination of Overtraining in Supervised Multilayer Networks.
Gustavo DecoWilliam FinnoffHans-Georg ZimmermannPublished in: Neural Comput. (1995)
Keyphrases
- mutual information
- feature selection
- semi supervised
- unsupervised learning
- supervised learning
- information theoretic criterion
- criterion function
- normalized mutual information
- unsupervised methods
- information theoretic
- selection criterion
- similarity measure
- supervised classification
- supervised methods
- weakly supervised
- image registration
- supervised training
- optimization criterion
- social networks
- discriminant projection
- multi modal image registration
- word sense induction
- mutual information maximization
- text classification
- machine learning
- multimodal image registration
- network analysis
- complex networks
- data driven
- pairwise
- supervised feature selection
- information theoretic measures
- learning algorithm
- data sets
- network design
- neural network
- minimum message length
- cluster validation
- network structure
- information gain
- medical image registration