A two steps method: non linear regression and pruning neural network for analyzing multicomponent mixtures.
César Hervás-MartínezJosé Antonio Martinez HerasSebastián VenturaManuel SilvaPublished in: ESANN (2001)
Keyphrases
- neural network
- similarity measure
- detection method
- mixture model
- high accuracy
- cost function
- genetic algorithm
- regression analysis
- support vector machine
- pruning method
- significant improvement
- preprocessing
- computational complexity
- regression algorithm
- pruning strategy
- neural network is trained
- neural nets
- bp neural network
- prediction model
- linear regression
- fault diagnosis
- clustering method
- parameter estimation
- fuzzy logic
- probabilistic model
- pairwise