Classification of 2-dimensional array patterns: Assembling many small neural networks is better than using a large one.
Liang ChenWei XueNaoyuki TokudaPublished in: Neural Networks (2010)
Keyphrases
- neural network
- pattern recognition
- training patterns
- rule extraction
- classification systems
- support vector
- pattern analysis
- classification accuracy
- multi layer perceptron
- artificial neural networks
- classification scheme
- classification algorithm
- support vector machine svm
- small number
- lung disease
- feature extraction
- classification rules
- automatic classification
- pattern classification
- classification process
- decision trees
- discovering patterns
- classification models
- pattern discovery
- benchmark datasets
- training samples
- unsupervised learning
- incremental learning
- sequential patterns
- machine learning methods
- classification method
- image classification
- pattern representation
- support vector machine
- training set