A New Method to Assist Small Data Set Neural Network Learning.
Rongfu MaoHaichao ZhuLinke ZhangAizhi ChenPublished in: ISDA (1) (2006)
Keyphrases
- data sets
- neural network
- neural nets
- prior knowledge
- learning scheme
- unsupervised learning
- significant improvement
- learning algorithm
- benchmark data sets
- detection method
- similarity measure
- learning mechanism
- preprocessing
- pairwise
- learning process
- computational cost
- synthetic data
- feedforward neural networks
- training process
- incremental learning
- back propagation
- clustering method
- input data
- probabilistic model
- cost function
- artificial neural networks
- computational complexity
- feature selection