Convergence Performance Analyses of Fast Data-Reusing Normalized Least Mean Squared Algorithm.
Heng-Chou ChenOscal T.-C. ChenPublished in: IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (2007)
Keyphrases
- input data
- data sets
- noisy data
- learning algorithm
- database
- objective function
- data reduction
- convergence rate
- search space
- detection algorithm
- synthetic data
- computational complexity
- iterative algorithms
- preprocessing
- feature space
- information loss
- data analysis
- cost function
- dynamic programming
- synthetic datasets
- high dimensional data
- stochastic approximation
- statistical analysis
- data collection
- single scan
- data distribution
- training data
- data points
- computational cost
- evolutionary algorithm
- xml documents
- feature selection
- faster convergence
- bayesian networks
- dimensional data
- optimal solution
- data structure
- incomplete data
- particle swarm optimization
- multi objective
- spectral clustering
- matching algorithm
- missing data
- knowledge discovery
- worst case