Nonlinear, statistical data-analysis for the optimal construction of neural-network inputs with the concept of a mutual information.
Frank HeisterGregor SchockPublished in: ESANN (2000)
Keyphrases
- mutual information
- neural network
- data analysis
- information theoretic
- image registration
- similarity measure
- statistical independence
- dynamic programming
- data mining
- statistical analysis
- fuzzy logic
- knowledge discovery
- pattern recognition
- auto associative
- nonlinear functions
- information gain
- statistical dependence
- adaptive neural
- piecewise linear
- optimal control
- information theory
- feature selection
- back propagation
- data collection
- knn
- statistical tests
- self organizing maps
- objective function
- artificial neural networks
- genetic algorithm
- data mining and statistical
- binary decision tree