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Cited 121

The general regression neural network-Rediscovered

Neural Networks
Evolutionary product unit based neural networks for regression

Neural Networks
Generalized locally recurrent probabilistic neural networks with application to text-independent speaker verification

Neurocomputing
Nearly optimal neural network stabilization of bipedal standing using genetic algorithm

Engineering Applications of Artificial Intelligence
Suitability of different neural networks in daily flow forecasting

Applied Soft Computing
Obtaining virtual lighting condition based on images using NNs

Image and Vision Computing
Soft computing system for bank performance prediction

Applied Soft Computing
Hardware architecture for a general regression neural network coprocessor

Neurocomputing
Kernel shapes of fuzzy sets in fuzzy systems for function approximation

Information Sciences: an International Journal
Hand geometry identification without feature extraction by general regression neural network

Expert Systems with Applications: An International Journal
Intelligent technical analysis based equivolume charting for stock trading using neural networks

Expert Systems with Applications: An International Journal
Novel yield model for integrated circuits with clustered defects

Expert Systems with Applications: An International Journal
Genetic optimization of GRNN for pattern recognition without feature extraction

Expert Systems with Applications: An International Journal
Software reliability prediction by soft computing techniques

Journal of Systems and Software
Improving classification performance of sonar targets by applying general regression neural network with PCA

Expert Systems with Applications: An International Journal
Application of partial mutual information variable selection to ANN forecasting of water quality in water distribution systems

Environmental Modelling & Software
Particle swarm approaches using Lozi map chaotic sequences to fuzzy modelling of an experimental thermal-vacuum system

Applied Soft Computing
B-spline neural network design using improved differential evolution for identification of an experimental nonlinear process

Applied Soft Computing
A neural-based remote eye gaze tracker under natural head motion

Computer Methods and Programs in Biomedicine
Topography-based modeling to estimate percent vegetation cover in semi-arid Mu Us sandy land, China

Computers and Electronics in Agriculture
Kernel regression networks with local structural information and covariance volume adaptation

Neurocomputing
Speaker identification using discrete wavelet packet transform technique with irregular decomposition

Expert Systems with Applications: An International Journal
Driver identification based on voice signal using continuous wavelet transform and artificial neural network techniques

Expert Systems with Applications: An International Journal
Estimating software readiness using predictive models

Information Sciences: an International Journal
A Neural-Network-Based Geographic Tendency Visualization

WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
An expert system for fault diagnosis in internal combustion engines using wavelet packet transform and neural network

Expert Systems with Applications: An International Journal
Speaker identification based on the frame linear predictive coding spectrum technique

Expert Systems with Applications: An International Journal
An automotive generator fault diagnosis system using discrete wavelet transform and artificial neural network

Expert Systems with Applications: An International Journal
A neuro-computational intelligence analysis of the ecological footprint of nations

Computational Statistics & Data Analysis
Application of ANN techniques for estimating modal damping of impact-damped flexible beams

Advances in Engineering Software
Motion control with deadzone estimation and compensation using GRNN for TWUSM drive system

Expert Systems with Applications: An International Journal
Combined projection and kernel basis functions for classification in evolutionary neural networks

Neurocomputing
Feature subset selection in large dimensionality domains

Pattern Recognition
A hybrid stock trading system for intelligent technical analysis-based equivolume charting

Neurocomputing
Optimization of optical lens-controlled scanning electron microscopic resolution using generalized regression neural network and genetic algorithm

Expert Systems with Applications: An International Journal
Application of a noisy data classification technique to determine the occurrence of flashover in compartment fires

Advanced Engineering Informatics
Generalized regression neural network in modelling river sediment yield

Advances in Engineering Software
Optimum design of structures by an improved genetic algorithm using neural networks

Advances in Engineering Software - Selected papers from civil-comp 2003 and AlCivil-comp 2003
Fault diagnosis for internal combustion engines using intake manifold pressure and artificial neural network

Expert Systems with Applications: An International Journal
Capturing aesthetic intention during interactive evolution

Computer-Aided Design
The use of data mining and neural networks for forecasting stock market returns

Expert Systems with Applications: An International Journal
Artificial neural network approaches for prediction of backwater through arched bridge constrictions

Advances in Engineering Software
An efficient speech recognition system in adverse conditions using the nonparametric regression

Engineering Applications of Artificial Intelligence
Neuro semantic thresholding using OCR software for high precision OCR applications

Image and Vision Computing
Response to letter by D. F. Specht

Neural Networks
Taiwanese 3G mobile phone demand forecasting by SVR with hybrid evolutionary algorithms

Expert Systems with Applications: An International Journal
FPGA implementation of a General Regression Neural Network: An embedded pattern classification system

Digital Signal Processing
Forecasting stock exchange movements using neural networks: Empirical evidence from Kuwait

Expert Systems with Applications: An International Journal
Feedback associative memory based on a new hybrid model of generalized regression and self-feedback neural networks

Neural Networks
Modeling of effluent COD in UAF reactor treating cyanide containing wastewater using artificial neural network approaches

Advances in Engineering Software
Chest diseases diagnosis using artificial neural networks

Expert Systems with Applications: An International Journal
An incremental adaptive neural network model for online noisy data regression and its application to compartment fire studies

Applied Soft Computing
Constructing ensembles of classifiers using supervised projection methods based on misclassified instances

Expert Systems with Applications: An International Journal
Developing an expert system for predicting alluvial channel geometry using ANN

Expert Systems with Applications: An International Journal
An engine fault diagnosis system using intake manifold pressure signal and Wigner-Ville distribution technique

Expert Systems with Applications: An International Journal
A neural network-based framework for the reconstruction of incomplete data sets

Neurocomputing
Support vector regression for porosity prediction in a heterogeneous reservoir: A comparative study

Computers & Geosciences
Intelligent seismic inversion workflow for high-resolution reservoir characterization

Computers & Geosciences
Predictions of oil/chemical tanker main design parameters using computational intelligence techniques

Applied Soft Computing
Disaggregation & aggregation of time series components: A hybrid forecasting approach using generalized regression neural networks and the theta method

Neurocomputing
A neuro-computational intelligence analysis of the global consumer software piracy rates

Expert Systems with Applications: An International Journal
Neural network modeling of inter-characteristics of silicon nitride film deposited by using a plasma-enhanced chemical vapor deposition

Expert Systems with Applications: An International Journal
Support vector regression based modeling of pier scour using field data

Engineering Applications of Artificial Intelligence
A novel neural network ensemble architecture for time series forecasting

Neurocomputing
A hybrid system integrating signal analysis and probabilistic neural network for user motion detection in wireless networks

Expert Systems with Applications: An International Journal
Prediction of lateral outflow over triangular labyrinth side weirs under subcritical conditions using soft computing approaches

Expert Systems with Applications: An International Journal
Modeling NOx emissions from coal-fired utility boilers using support vector regression with ant colony optimization

Engineering Applications of Artificial Intelligence
An approximation method of origin-destination flow traffic from link load counts

Computers and Electrical Engineering
A new Fruit Fly Optimization Algorithm: Taking the financial distress model as an example

Knowledge-Based Systems
A comparison of regression methods for remote tracking of Parkinson's disease progression

Expert Systems with Applications: An International Journal
Determination of scrap/supply probability curves for the mechanical properties of aluminium alloys in hot extrusion using a neural network-like approach

Expert Systems with Applications: An International Journal
Intelligent quotient estimation of mental retarded people from different psychometric instruments using artificial neural networks

Artificial Intelligence in Medicine
Supervised subspace projections for constructing ensembles of classifiers

Information Sciences: an International Journal
Kernel ridge regression for out-of-sample mapping in supervised manifold learning

Expert Systems with Applications: An International Journal
Infant cry classification to identify asphyxia using time-frequency analysis and radial basis neural networks

Expert Systems with Applications: An International Journal
Forecasting chlorine residuals in a water distribution system using a general regression neural network

Mathematical and Computer Modelling: An International Journal
Investigation into the relationship between chlorine decay and water distribution parameters using data driven methods

Mathematical and Computer Modelling: An International Journal
Application of radial basis function and generalized regression neural networks in non-linear utility function specification for travel mode choice modelling

Mathematical and Computer Modelling: An International Journal
A basis function approach to programming concurrent voting systems to perform selection tasks

Mathematical and Computer Modelling: An International Journal
Identification of nonlinear dynamics using a general spatio-temporal network

Mathematical and Computer Modelling: An International Journal
An optimized instance based learning algorithm for estimation of compressive strength of concrete

Engineering Applications of Artificial Intelligence
Model selection for a medical diagnostic decision support system: a breast cancer detection case

Artificial Intelligence in Medicine
On general regression neural network in a nonstationary environment

PPAM'11 Proceedings of the 9th international conference on Parallel Processing and Applied Mathematics - Volume Part I
Learning in a non-stationary environment using the recursive least squares method and orthogonal-series type regression neural network

PPAM'11 Proceedings of the 9th international conference on Parallel Processing and Applied Mathematics - Volume Part I
On the application of the parzen-type kernel probabilistic neural network and recursive least squares method for learning in a time-varying environment

PPAM'11 Proceedings of the 9th international conference on Parallel Processing and Applied Mathematics - Volume Part I
Weak convergence of the recursive parzen-type probabilistic neural network in a non-stationary environment

PPAM'11 Proceedings of the 9th international conference on Parallel Processing and Applied Mathematics - Volume Part I
Strong convergence of the parzen-type probabilistic neural network in a time-varying environment

PPAM'11 Proceedings of the 9th international conference on Parallel Processing and Applied Mathematics - Volume Part I
Meta-model assisted evolutionary optimization of cellular automata: an application to the SCIARA model

PPAM'11 Proceedings of the 9th international conference on Parallel Processing and Applied Mathematics - Volume Part II
Time invariant gesture recognition by modelling body posture space

IEA/AIE'12 Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence
Normal and hypoacoustic infant cry signal classification using time-frequency analysis and general regression neural network

Computer Methods and Programs in Biomedicine
Software development effort prediction of industrial projects applying a general regression neural network

Empirical Software Engineering
Density-based averaging - A new operator for data fusion

Information Sciences: an International Journal
Data mining applied to the cognitive rehabilitation of patients with acquired brain injury

Expert Systems with Applications: An International Journal
Hybrid intelligent systems for predicting software reliability

Applied Soft Computing
An artificial neural network for predicting the friction coefficient of deposited Cr1-xAlxC films

Applied Soft Computing
A hybrid annual power load forecasting model based on generalized regression neural network with fruit fly optimization algorithm

Knowledge-Based Systems
A comparative study of wavelet families for classification of wrist motions

Computers and Electrical Engineering
Comparison of input data compression methods in neural network solution of inverse problem in laser raman spectroscopy of natural waters

ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
Estimating quantities: comparing simple heuristics and machine learning algorithms

ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
Statistical recognition of a set of patterns using novel probability neural network

ANNPR'12 Proceedings of the 5th INNS IAPR TC 3 GIRPR conference on Artificial Neural Networks in Pattern Recognition
Improvement of accuracy in a sound synthesis method using Evolutionary Product Unit Networks

Expert Systems with Applications: An International Journal
Adaptive methods for solving inverse problems in laser raman spectroscopy of multi-component solutions

Pattern Recognition and Image Analysis
Application of Machine Learning Techniques to Predict Software Reliability

International Journal of Applied Evolutionary Computation
Fuzzy lattice reasoning for pattern classification using a new positive valuation function

Advances in Fuzzy Systems
Using haptic and neural networks for surface and mechanical properties 3D reconstruction

UCAmI'12 Proceedings of the 6th international conference on Ubiquitous Computing and Ambient Intelligence
Generalized classifier neural network

Neural Networks
A real-time dynamic optimal guidance scheme using a general regression neural network

Engineering Applications of Artificial Intelligence
Hardware implementation of new bell-shaped pulse mode neural network with on-chip learning and application to image processing

International Journal of High Performance Systems Architecture
Analysis of electricity consumption profiles in public buildings with dimensionality reduction techniques

Engineering Applications of Artificial Intelligence
Artificial neural network-based prediction of human posture

DHM'13 Proceedings of the 4th international conference on Digital Human Modeling and Applications in Health, Safety, Ergonomics, and Risk Management: human body modeling and ergonomics - Volume Part II
Bayesian ARTMAP for regression

Neural Networks
Probabilistic neural network with homogeneity testing in recognition of discrete patterns set

Neural Networks
Comparative analysis of software reliability predictions using statistical and machine learning methods

International Journal of Intelligent Systems Technologies and Applications
Real Time Diagnosis & Fault Detection for the Reliability Improvement of the Embedded Systems

Journal of Signal Processing Systems
Improving project-profit prediction using a two-stage forecasting system

Computers and Industrial Engineering
Supervised feature selection for linear and non-linear regression of L*a*b* color from multispectral images of meat

Engineering Applications of Artificial Intelligence
Artificial neural network analysis of sierpinski gasket fractal antenna: a low cost alternative to experimentation

Advances in Artificial Neural Systems
Tourism demand forecasting using novel hybrid system

Expert Systems with Applications: An International Journal
Use of neural network algorithms for elaboration of fluorescent biosensors on the base of nanoparticles

Optical Memory and Neural Networks
A new hybrid intelligent system for accurate detection of Parkinson's disease

Computer Methods and Programs in Biomedicine
Hybrid classification and regression models via particle swarm optimization auto associative neural network based nonlinear PCA

International Journal of Hybrid Intelligent Systems

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Abstract

A memory-based network that provides estimates of continuous variables and converges to the underlying (linear or nonlinear) regression surface is described. The general regression neural network (GRNN) is a one-pass learning algorithm with a highly parallel structure. It is shown that, even with sparse data in a multidimensional measurement space, the algorithm provides smooth transitions from one observed value to another. The algorithmic form can be used for any regression problem in which an assumption of linearity is not justified

A general regression neural network

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Abstract