Automatic early stopping using cross validation: quantifying the criteria

An approach to guaranteeing generalisation in neural networks

Neural Networks

How to Automate Neural Net Based Learning

MLDM '01 Proceedings of the Second International Workshop on Machine Learning and Data Mining in Pattern Recognition

Evolutionary Radial Basis Functions for Credit Assessment

Applied Intelligence

Preventing overfitting in GP with canary functions

GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation

Face detection and facial feature localization without considering the appearance of image context

Image and Vision Computing

Selecting critical clinical features for heart diseases diagnosis with a real-coded genetic algorithm

Applied Soft Computing

Design of crack detection system software for IC package using blob analysis and neural network

ICS'05 Proceedings of the 9th WSEAS International Conference on Systems

A semi-evolutionary approach for modeling pedotransfer functions with small size of data using artificial neural networks

ISTASC'06 Proceedings of the 6th WSEAS International Conference on Systems Theory & Scientific Computation

An empirical study of the test error versus training error in artificial neural networks

ICAI'08 Proceedings of the 9th WSEAS International Conference on International Conference on Automation and Information

A New Constructive Algorithm for Designing and Training Artificial Neural Networks

Neural Information Processing

Neural network determination of cloud attenuation to estimate insolation using MTSAT-1R data

International Journal of Remote Sensing - Satellite observations of the atmosphere, ocean and their interface in relation to climate, natural hazards and management of the coastal zone

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

Information Sciences: an International Journal

Midpoint-Validation Method for Support Vector Machine Classification

IEICE - Transactions on Information and Systems

Artificial neural network control of a heat exchanger in a closed flow air circuit

Applied Soft Computing

A new adaptive merging and growing algorithm for designing artificial neural networks

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Time series forecasting with Qubit Neural Networks

ASC '07 Proceedings of The Eleventh IASTED International Conference on Artificial Intelligence and Soft Computing

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

A new constructive algorithm for architectural and functional adaptation of artificial neural networks

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Letters: Variance change point detection via artificial neural networks for data separation

Neurocomputing

Design of committee machines for classification of single-wavelength lidar signals applied to early forest fire detection

Pattern Recognition Letters

Improved estimation of surface solar insolation using a neural network and MTSAT-1R data

Computers & Geosciences

The influence of diversity in an immune-based algorithm to train MLP networks

ICARIS'07 Proceedings of the 6th international conference on Artificial immune systems

Midpoint-validation algorithm for support vector machine classification

Artificial Life and Robotics

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

Neurocomputing

An inverse parameter identification procedure assessing the quality of the estimates using Bayesian neural networks

Applied Soft Computing

Sequential metamodelling with genetic programming and particle swarms

Winter Simulation Conference

Parallel training of artificial neural networks using multithreaded and multicore CPUs

ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part I

A GA based approach to improving the ICA based classification models for tumor classification

WSEAS Transactions on Information Science and Applications

Context-dependent feedback prioritisation in exploratory learning revisited

UMAP'11 Proceedings of the 19th international conference on User modeling, adaption, and personalization

Induction motors bearing fault detection using pattern recognition techniques

Expert Systems with Applications: An International Journal

Neural network architecture selection: size depends on function complexity

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I

Role of function complexity and network size in the generalization ability of feedforward networks

IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems

Classifying patterns with missing values using Multi-Task Learning perceptrons

Expert Systems with Applications: An International Journal

A hybrid algorithm for artificial neural network training

Engineering Applications of Artificial Intelligence

An artificial neural network approach to the estimation of stem water potential from frequency domain reflectometry soil moisture measurements and meteorological data

Computers and Electronics in Agriculture

Local and global optimization for Takagi-Sugeno fuzzy system by memetic genetic programming

Expert Systems with Applications: An International Journal

GAMLSS and neural networks in combat simulation metamodelling: A case study

Expert Systems with Applications: An International Journal

Comparing large number of metaheuristics for artificial neural networks training to predict water temperature in a natural river

Computers & Geosciences