Radial basis functions for multivariable interpolation: a review

On the implementation of RBF technique in neural networks

ANNA '91 Proceedings of the conference on Analysis of neural network applications

Original Contribution: On the training of radial basis function classifiers

Neural Networks

Lower bounds on the VC-dimension of smoothly parametrized function classes

COLT '94 Proceedings of the seventh annual conference on Computational learning theory

1994 Special Issue: A model of hippocampal function

Neural Networks - Special issue: models of neurodynamics and behavior

Combined learning and use for a mixture model equivalent to the RBF classifier

Neural Computation

Iterative refinement by relevance feedback in content-based digital image retrieval

MULTIMEDIA '98 Proceedings of the sixth ACM international conference on Multimedia

Bayesian radial basis functions of variable dimension

Neural Computation

The GRD Chip: Genetic Reconfiguration of DSPs for Neural Network Processing

IEEE Transactions on Computers

Pose space deformation: a unified approach to shape interpolation and skeleton-driven deformation

Proceedings of the 27th annual conference on Computer graphics and interactive techniques

Grouping and parameterizing irregularly spaced points for curve fitting

ACM Transactions on Graphics (TOG)

Shape by example

I3D '01 Proceedings of the 2001 symposium on Interactive 3D graphics

EigenSkin: real time large deformation character skinning in hardware

Proceedings of the 2002 ACM SIGGRAPH/Eurographics symposium on Computer animation

Nonparametric regression using linear combinations of basis functions

Statistics and Computing

Smooth approximation and rendering of large scattered data sets

Proceedings of the conference on Visualization '01

Data-driven techniques for direct adaptive control: the lazy and the fuzzy approaches

Fuzzy Sets and Systems - Featured Issue: Selected papers from ACIDCA 2000

Verbs and Adverbs: Multidimensional Motion Interpolation

IEEE Computer Graphics and Applications

Approximation, Dimension Reduction, and Nonconvex Optimization Using Linear Superpositions of Gaussians

IEEE Transactions on Computers

On the Generalization Ability of Neural Network Classifiers

IEEE Transactions on Pattern Analysis and Machine Intelligence

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

Classification with Synaptic Radial Basis Units

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

Divided-Data Analysis in a Financial Case Classification with Multi-dendritic Neural Networks

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

Robust Implementaion of Finite Automata by Recurrent RBF Networks

SOFSEM '00 Proceedings of the 27th Conference on Current Trends in Theory and Practice of Informatics

Extracting Interpretable Fuzzy Rules from RBF Networks

Neural Processing Letters

On different facets of regularization theory

Neural Computation

Data mining tasks and methods: Classification: neural network approaches

Handbook of data mining and knowledge discovery

Fusion of Short-Axis and Long-Axis Cardiac MR Images

MMBIA '96 Proceedings of the 1996 Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA '96)

References

Intelligent data analysis

Automatic basis selection techniques for RBF networks

Neural Networks - 2003 Special issue: Advances in neural networks research — IJCNN'03

General-purpose computation with neural networks: a survey of complexity theoretic results

Neural Computation

A new algorithm for online structure and parameter adaptation of RBF networks

Neural Networks

A methodology for intelligent sensor measurement, validation, fusion, and fault detection for equipment monitoring and diagnostics

Artificial Intelligence for Engineering Design, Analysis and Manufacturing

Detecting Network Attacks in the Internet via Statistical Network Traffic Normality Prediction

Journal of Network and Systems Management

An example-based approach to human body manipulation

Graphical Models

Interpolating scattered data using 2D self-organizing feature maps

Graphical Models

Stochastic simulations of web search engines: RBF versus second-order regression models

Information Sciences—Informatics and Computer Science: An International Journal

A neural network model with bounded-weights for pattern classification

Computers and Operations Research

Classification of MCA Stenosis in Diabetes by MLP and RBF Neural Network

Journal of Medical Systems

Classification of the Frequency of Carotid Artery Stenosis with MLP and RBF Neural Networks in Patients with Coroner Artery Disease

Journal of Medical Systems

Data Fusion in Radial Basis Function Networks for Spatial Regression

Neural Processing Letters

Spatial keyframing for performance-driven animation

Proceedings of the 2005 ACM SIGGRAPH/Eurographics symposium on Computer animation

Vector quantization: a weighted version for time-series forecasting

Future Generation Computer Systems

Constructive Incremental Learning from Only Local Information

Neural Computation

Generating personalized anatomy-based 3D facial models from scanned data

Machine Graphics & Vision International Journal

Comparing evolutionary and temporal difference methods in a reinforcement learning domain

Proceedings of the 8th annual conference on Genetic and evolutionary computation

Spatial keyframing for performance-driven animation

ACM SIGGRAPH 2006 Courses

Conflict-sensitivity contexture learning algorithm for mining interesting patterns using neuro-fuzzy network with decision rules

Expert Systems with Applications: An International Journal

Online Adaptive Decision Trees: Pattern Classification and Function Approximation

Neural Computation

The Concentration of Fractional Distances

IEEE Transactions on Knowledge and Data Engineering

Empirical Studies in Action Selection with Reinforcement Learning

Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems

Spatial keyframing for performance-driven animation

ACM SIGGRAPH 2007 courses

Steady-state performance constraints for dynamical models based on RBF networks

Engineering Applications of Artificial Intelligence

Weighted Instance Typicality Search (WITS): A nearest neighbor data reduction algorithm

Intelligent Data Analysis

Restricted gradient-descent algorithm for value-function approximation in reinforcement learning

Artificial Intelligence

A tree-structured algorithm for reducing computation in networks with separable basis functions

Neural Computation

Review:

Neural Computation

A comparison of reduced support vector machines

International Journal of Intelligent Systems Technologies and Applications

A smoothing regularizer for feedforward and recurrent neural networks

Neural Computation

A spherical basis function neural network for modeling auditory space

Neural Computation

Mobile robot navigation and obstacle avoidance using fuzzy radial basis function neural networks

ESPOCO'05 Proceedings of the 4th WSEAS International Conference on Electronic, Signal Processing and Control

Delay Modelling at Unsignalized Highway Nodes with Radial Basis Function Neural Networks

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks

Experiments with Supervised Fuzzy LVQ

ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition

Testing Error Estimates for Regularization and Radial Function Networks

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

Feature points based facial animation retargeting

Proceedings of the 2008 ACM symposium on Virtual reality software and technology

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

Neurocomputing

Subsonic Tests of a Flush Air Data Sensing System Applied to a Fixed-Wing Micro Air Vehicle

Journal of Intelligent and Robotic Systems

Controlling deformable material with dynamic morph targets

Proceedings of the 2009 symposium on Interactive 3D graphics and games

A study on the use of statistical tests for experimentation with neural networks: Analysis of parametric test conditions and non-parametric tests

Expert Systems with Applications: An International Journal

Predictive potentiality of artificial neural networks for predicting the electrical conductivity (EC) of drinking water of Hyderabad city

ICCOMP'08 Proceedings of the 12th WSEAS international conference on Computers

Reinforcement distribution in fuzzy Q-learning

Fuzzy Sets and Systems

Linear & non-linear channel equalization using Chebyshev artificial neural network

Proceedings of the International Conference on Advances in Computing, Communication and Control

Visual RBF network design based on Star Coordinates

Advances in Engineering Software

Comparison of Neural Classification Algorithms Applied to Land Cover Mapping

Proceedings of the 2009 conference on New Directions in Neural Networks: 18th Italian Workshop on Neural Networks: WIRN 2008

Construction of a radial basis function network using an evolutionary algorithm for grade estimation in a placer gold deposit

Computers & Geosciences

Another look at statistical learning theory and regularization

Neural Networks

Evolvable hardware for generalized neural networks

IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2

Review: TAR-cointegration neural network model: An empirical analysis of exchange rates and stock returns

Expert Systems with Applications: An International Journal

Prediction of a Lorenz chaotic attractor using two-layer perceptron neural network

Applied Soft Computing

Data reduction in headspace analysis of blood and urine samples for robust bacterial identification

Computer Methods and Programs in Biomedicine

Order of nonlinearity as a complexity measure for models generated by symbolic regression via Pareto genetic programming

IEEE Transactions on Evolutionary Computation

Input space configuration effects in neural network-based grade estimation

Computers & Geosciences

On privacy preservation in text and document-based active learning for named entity recognition

Proceedings of the ACM first international workshop on Privacy and anonymity for very large databases

AMPSO: a new particle swarm method for nearest neighborhood classification

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

Driving profile modeling and recognition based on soft computing approach

IEEE Transactions on Neural Networks

Development of a Neuro-fuzzy MR Image Segmentation Approach Using Fuzzy C-Means and Recurrent Neural Network

PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence

Vector quantization: a weighted version for time-series forecasting

Future Generation Computer Systems

Random Projection RBF Nets for Multidimensional Density Estimation

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

Anatomy-based face reconstruction for animation using multi-layer deformation

Journal of Visual Languages and Computing

A study on the use of imputation methods for experimentation with Radial Basis Function Network classifiers handling missing attribute values: The good synergy between RBFNs and EventCovering method

Neural Networks

2010 Special Issue: Comparison of behavior-based and planning techniques on the small robot maze exploration problem

Neural Networks

A novel approach for distributed application scheduling based on prediction of communication events

Future Generation Computer Systems

CoEvRBFN: an approach to solving the classification problem with a hybrid cooperative-coevolutive algorithm

IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks

Model-assisted 3D face reconstruction from video

AMFG'07 Proceedings of the 3rd international conference on Analysis and modeling of faces and gestures

Reduced RBF centers based multi-user detection in DS-CDMA systems

ICHIT'06 Proceedings of the 1st international conference on Advances in hybrid information technology

Critical factors in the empirical performance of temporal difference and evolutionary methods for reinforcement learning

Autonomous Agents and Multi-Agent Systems

A high order multivariate approximation scheme for scattered data sets

Journal of Computational Physics

Online functional prediction for spatio-temporal systems using time-varying radial basis function networks

CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 2

Original paper: Incipient motion design of sand bed channels affected by bed suction

Computers and Electronics in Agriculture

Intelligent noise removal from EMG signal using focused time-lagged recurrent neural network

Applied Computational Intelligence and Soft Computing

Simulating multiple class urban land-use/cover changes by RBFN-based CA model

Computers & Geosciences

A comparative study of boundary-based intelligent sampling approaches for nonlinear optimization

Applied Soft Computing

Colored visualization of shape differences between bones

CBMS'03 Proceedings of the 16th IEEE conference on Computer-based medical systems

Skew-Radial Basis Function Expansions for Empirical Modeling

SIAM Journal on Scientific Computing

Approximation of Gaussian basis functions in the problem of adaptive control of nonlinear objects

Cybernetics and Systems Analysis

Evolution of simple behavior patterns for autonomous robotic agent

ICOSSSE'07 Proceedings of the 6th WSEAS international conference on System science and simulation in engineering

Human motion modeling and simulation

ROCOM'06 Proceedings of the 6th WSEAS international conference on Robotics, control and manufacturing technology

RFCMAC: A novel reduced localized neuro-fuzzy system approach to knowledge extraction

Expert Systems with Applications: An International Journal

Ensemble of surrogates with recursive arithmetic average

Structural and Multidisciplinary Optimization

Double synaptic weight neuron theory and its application

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I

Kernel based learning methods: regularization networks and RBF networks

Proceedings of the First international conference on Deterministic and Statistical Methods in Machine Learning

Min---Median---Max metamodel-based unconstrained nonlinear optimization problems

Structural and Multidisciplinary Optimization

Bayesian spectral deconvolution with the exchange Monte Carlo method

Neural Networks

One-to-many neural network mapping techniques for face image synthesis

Expert Systems with Applications: An International Journal

Image based active model adaptation method for face reconstruction and sketch generation

Edutainment'06 Proceedings of the First international conference on Technologies for E-Learning and Digital Entertainment

A Radial Basis Function Approach To Earnings Forecast

International Journal of Intelligent Systems in Accounting and Finance Management

Radial basis function approximation in the dual reciprocity method

Mathematical and Computer Modelling: An International Journal

Hoeffding bound based evolutionary algorithm for symbolic regression

Engineering Applications of Artificial Intelligence

Gaussian neural networks for control function implementation

Mathematical and Computer Modelling: An International Journal

The automatic model selection and variable kernel width for RBF neural networks

Neurocomputing

A multiclassifier approach for drill wear prediction

MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition

Petrophysical parameters estimation from well-logs data using multilayer perceptron and radial basis function neural networks

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V

An improvement in RBF learning algorithm based on PSO for real time applications

Neurocomputing

Evolution by adapting surrogates

Evolutionary Computation

Improvement of RBF neural networks using Fuzzy-OSD algorithm in an online radar pulse classification system

Applied Soft Computing

Hierarchical multi-label classification using local neural networks

Journal of Computer and System Sciences

Rendering scenes with participating media based on RBFs for photon mapping using graphics hardware

Proceedings of the 12th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and Its Applications in Industry

A Novel Radial Basis Function Networks Locally Tuned with Differential Evolution for Classification: An Application in Medical Science

International Journal of Systems Biology and Biomedical Technologies