A Method for Creating Ensemble Neural Networks Using a Sampling Data Approach.
Miguel LopezPatricia MelinOscar CastilloPublished in: IFSA (2) (2007)
Keyphrases
- neural network
- input data
- synthetic data
- data sets
- test data
- prior knowledge
- database
- data analysis
- noisy data
- data structure
- prior information
- statistical methods
- missing values
- missing data
- artificial neural networks
- pairwise
- training data
- sampling methods
- decision trees
- training process
- spectral clustering
- original data
- sampling algorithm
- sampling strategy
- data mining techniques
- feature set
- knowledge discovery
- classification accuracy
- k means
- pattern recognition
- similarity measure
- machine learning