Optimized Approximation Algorithm in Neural Networks Without Overfitting.
Yinyin LiuJanusz A. StarzykZhen ZhuPublished in: IEEE Trans. Neural Networks (2008)
Keyphrases
- neural network
- computational complexity
- experimental evaluation
- preprocessing
- segmentation algorithm
- learning algorithm
- theoretical analysis
- improved algorithm
- worst case
- computational cost
- high accuracy
- cost function
- significant improvement
- linear programming
- approximation algorithms
- expectation maximization
- k means
- pattern recognition
- optimization algorithm
- detection algorithm
- convergence rate
- error bounds
- training process
- times faster
- cross validation
- energy function
- clustering method
- particle swarm optimization
- simulated annealing
- image segmentation