Minimizing GCV/GML scores with multiple smoothing parameters via the Newton method
SIAM Journal on Scientific and Statistical Computing
A resource-allocating network for function interpolation
Neural Computation
Universal approximation using radial-basis-function networks
Neural Computation
Neural Computation
Numerical recipes in C (2nd ed.): the art of scientific computing
Numerical recipes in C (2nd ed.): the art of scientific computing
A function estimation approach to sequential learning with neural networks
Neural Computation
Fast learning in networks of locally-tuned processing units
Neural Computation
Real time proximity effects neurocorrector
Microelectronic Engineering
Intelligent weather monitoring systems using connectionist models
Neural, Parallel & Scientific Computations
Evolved RBF Networks for Time-Series Forecasting and Function Approximation
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
An Adaptive Learning Algorithm Aimed at Improving RBF Network Generalization Ability
AI '02 Proceedings of the 15th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I
Evolving RBF neural networks for time-series forecasting with EvRBF
Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Informatics and computer science intelligent systems applications
Evolutionary Radial Basis Functions for Credit Assessment
Applied Intelligence
Constructive Incremental Learning from Only Local Information
Neural Computation
GPU-friendly rendering for illumination adjustable images
Image Communication
Weather analysis using ensemble of connectionist learning paradigms
Applied Soft Computing
Fast generalized cross-validation algorithm for sparse model learning
Neural Computation
International Journal of Systems Science
Information Sciences: an International Journal
An application of radial basis function networks in operation of home appliances
Intelligent Data Analysis
Generalized multiscale radial basis function networks
Neural Networks
A Modified RBF Neural Network and Its Application in Radar
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Function Approximation by Neural Networks
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Model selection approaches for non-linear system identification: a review
International Journal of Systems Science
Prediction of chaotic time series using neural network
NN'09 Proceedings of the 10th WSEAS international conference on Neural networks
A Preliminar Analysis of CO2RBFN in Imbalanced Problems
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
A Sensitivity Clustering Method for Hybrid Evolutionary Algorithms
IWINAC '09 Proceedings of the 3rd International Work-Conference on The Interplay Between Natural and Artificial Computation: Part I: Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira's Scientific Legacy
Estimation of human red blood cells size using light scattering images
Journal of Computational Methods in Sciences and Engineering
Updates for nonlinear discriminants
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
A new RBF neural network with boundary value constraints
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on human computing
IEEE Transactions on Circuits and Systems Part I: Regular Papers
IEEE Transactions on Neural Networks
A growing and pruning method for radial basis function networks
IEEE Transactions on Neural Networks
In Vivo OCT Coronary Imaging Augmented with Stent Reendothelialization Score
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part I
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Application of soft computing models to hourly weather analysis in southern Saskatchewan, Canada
Engineering Applications of Artificial Intelligence
A new method for monitoring and tuning plastic injection molding machines
Control and Intelligent Systems
Representation of functional data in neural networks
Neurocomputing
Input selection for radial basis function networks by constrained optimization
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
EUROCAST'07 Proceedings of the 11th international conference on Computer aided systems theory
POFGEC: growing neural network of classifying potential function generators
International Journal of Knowledge Engineering and Soft Data Paradigms
CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 2
Fault diagnosis of nuclear power plant based on genetic-RBF neural network
International Journal of Computer Applications in Technology
Analysis of an evolutionary RBFN design algorithm, CO2RBFN, for imbalanced data sets
Pattern Recognition Letters
On the selection of weight decay parameter for faulty networks
IEEE Transactions on Neural Networks
A dynamic over-sampling procedure based on sensitivity for multi-class problems
Pattern Recognition
IVIC'11 Proceedings of the Second international conference on Visual informatics: sustaining research and innovations - Volume Part I
Presence: Teleoperators and Virtual Environments
Improved clustering and anisotropic gradient descent algorithm for compact RBF network
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Adaptive training of radial basis function networks using particle swarm optimization algorithm
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
An application of pattern recognition based on optimized RBF-DDA neural networks
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Approximating i/o data using radial basis functions: a new clustering-based approach
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
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Subset selection and regularization are two well-known techniques that can improve the generalization performance of nonparametric linear regression estimators, such as radial basis function networks. This paper examines regularized forward selection (RFS)---a combination of forward subset selection and zero-order regularization. An efficient implementation of RFS into which either delete-1 or generalized cross-validation can be incorporated and a reestimation formula for the regularization parameter are also discussed. Simulation studies are presented that demonstrate improved generalization performance due to regularization in the forward selection of radial basis function centers.