On radial basis function nets and kernel regression: statistical consistency, convergence rates, and receptive field size

Empirical Data Modeling in Software Engineering Using Radial Basis Functions

IEEE Transactions on Software Engineering

Nonlinear prediction of chaotic signals using a normalised radial basis function network

Signal Processing

Nonlinear Function Learning and Classification Using Optimal Radial Basis Function Networks

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

Mining Dependence Structures from Statistical Learning Perspective

IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning

BYY harmony learning, structural RPCL, and topological self-organizing on mixture models

Neural Networks - New developments in self-organizing maps

On different facets of regularization theory

Neural Computation

On-line RBFNN based identification of rapidly time-varying nonlinear systems with optimal structure-adaptation

Mathematics and Computers in Simulation

A note on mixtures of experts for multiclass responses: approximation rate and Consistent Bayesian Inference

ICML '06 Proceedings of the 23rd international conference on Machine learning

Sensitivity analysis applied to the construction of radial basis function networks

Neural Networks

Nonlinear Function Learning Using Radial Basis Function Networks: Convergence and Rates

ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing

Improving the Efficiency of Counting Defects by Learning RBF Nets with MAD Loss

ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing

MAD Loss in Pattern Recognition and RBF Learning

ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing

Testing Error Estimates for Regularization and Radial Function Networks

ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks

An experimental study of the extended NRBF regression model and its enhancement for classification problem

Neurocomputing

How to select an optimal neural model of chemical reactivity?

Neurocomputing

GPS orbit approximation using radial basis function networks

Computers & Geosciences

Random Projection RBF Nets for Multidimensional Density Estimation

International Journal of Applied Mathematics and Computer Science - Issues in Fault Diagnosis and Fault Tolerant Control

A fast multi-output RBF neural network construction method

Neurocomputing

Hybrid learning of regularization neural networks

ICAISC'10 Proceedings of the 10th international conference on Artifical intelligence and soft computing: Part II

Pattern recognition with linearly structured labels using recursive kernel estimator

ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I

Recognition of finite structures with application to moving objects identification

ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I

Improving radial basis function networks for human face recognition using a soft computing approach

SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning

Normalized RBF neural network for real-time detection of signal in the noise

AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence

Nonlinear function learning by the normalized radial basis function networks

ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing

RBF nets in faults localization

ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing

RBF neural network for probability density function estimation and detecting changes in multivariate processes

ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing

A novel locally regularized automatic construction method for RBF neural models

Neurocomputing

A novel automatic two-stage locally regularized classifier construction method using the extreme learning machine

Neurocomputing

A multi-output two-stage locally regularized model construction method using the extreme learning machine

Neurocomputing