Early Stopping-But When?

Local Averaging of Ensembles of LVQ-Based Nearest Neighbor Classifiers

Applied Intelligence

Robust Formulations for Training Multilayer Perceptrons

Neural Computation

Ho-Kashyap classifier with early stopping for regularization

Pattern Recognition Letters

Optimizing number of hidden neurons in neural networks

AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications

Classifier learning with a new locality regularization method

Pattern Recognition

Classifier learning with a new locality regularization method

Pattern Recognition

Bio-inspired and gradient-based algorithms to train MLPs: The influence of diversity

Information Sciences: an International Journal

Mortality assessment in intensive care units via adverse events using artificial neural networks

Artificial Intelligence in Medicine

Evaluation of robustness and performance of early stopping rules with multi layer perceptrons

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Generation and simplification of Artificial Neural Networks by means of Genetic Programming

Neurocomputing

Some issues about the generalization of neural networks for time series prediction

ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II

A preliminary investigation of overfitting in evolutionary driven model induction: implications for financial modelling

EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part II

A SOM-based hybrid linear-neural model for short-term load forecasting

Neurocomputing

Where should we stop? an investigation on early stopping for GP learning

SEAL'12 Proceedings of the 9th international conference on Simulated Evolution and Learning

Time series forecasting using a weighted cross-validation evolutionary artificial neural network ensemble

Neurocomputing