Self-organization and associative memory: 3rd edition
Self-organization and associative memory: 3rd edition
“Fast learning in multi-resolution hierarchies”
Advances in neural information processing systems 1
Fuzzy pattern classification and the connectionist approach
Pattern Recognition Letters - Special issue on fuzzy set technology in pattern recognition
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
Evolved RBF Networks for Time-Series Forecasting and Function Approximation
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
Time Series Prediction by Using Negatively Correlated Neural Networks
SEAL'98 Selected papers from the Second Asia-Pacific Conference on Simulated Evolution and Learning on Simulated Evolution and Learning
Rule Extraction from Radial Basis Function Networks by Using Support Vectors
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Protein Sequences Classification Using Modular RBF Neural Networks
AI '02 Proceedings of the 15th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Neural Networks, Clustering Techniques, and Function Approximation Problems
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
SSA, SVD, QR-cp, and RBF Model Reduction
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Deferring the Learning for Better Generalization in Radial Basis Neural Networks
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Mining Dependence Structures from Statistical Learning Perspective
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
Optimizing RBF Networks with Cooperative/Competitive Evolution of Units and Fuzzy Rules
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
Accelerating the Convergence of EM-Based Training Algorithms for RBF 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
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
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
Curved Kernel Neural Network for Functions Approximation
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II
Hybrid Framework for Neuro-Dynamic Programming Application to Water Supply Networks
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II
Importance of Individual Variables in the k -Means Algorithm
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
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
Gesture Recognition for Visually Mediated Interaction
GW '99 Proceedings of the International Gesture Workshop on Gesture-Based Communication in Human-Computer Interaction
RBF Neural Networks and Descartes' Rule of Signs
ALT '02 Proceedings of the 13th International Conference on Algorithmic Learning Theory
Radial Basis Function Neural Networks Have Superlinear VC Dimension
COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
Using a modified counter-propagation algorithm to classify conjoint data
IEA/AIE'2003 Proceedings of the 16th international conference on Developments in applied artificial intelligence
Density codes and shape spaces
Neural Networks
Face recognition using point symmetry distance-based RBF network
Applied Soft Computing
International Journal of Approximate Reasoning
Expert Systems with Applications: An International Journal
A fuzzy Actor-Critic reinforcement learning network
Information Sciences: an International Journal
Soft computing system for bank performance prediction
Applied Soft Computing
Generalized multiscale radial basis function networks
Neural Networks
Signing Exact English (SEE): Modeling and recognition
Pattern Recognition
Signing Exact English (SEE): Modeling and recognition
Pattern Recognition
International Journal of Business Intelligence and Data Mining
Radial basis networks for the simulation of stand alone AC generators during no-break power transfer
Proceedings of the 2007 Summer Computer Simulation Conference
A spherical basis function neural network for modeling auditory space
Neural Computation
Neural networks for optimal approximation of smooth and analytic functions
Neural Computation
Regularization in the selection of radial basis function centers
Neural Computation
LRBNN: A Lazy Radial Basis Neural Network model
AI Communications
A canonical neural circuit for cortical nonlinear operations
Neural Computation
International Journal of Knowledge-based and Intelligent Engineering Systems
Neural network based tire/road friction force estimation
Engineering Applications of Artificial Intelligence
Atmospheric temperature retrieval using a Radial Basis Function Neural Network
International Journal of Information and Communication Technology
Evolving neural networks for fractured domains
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Prediction of mean monthly total ozone time series-application of radial basis function network
International Journal of Remote Sensing
RBF circuits based on folded cascode differential pairs
Proceedings of the 21st annual symposium on Integrated circuits and system design
Software development cost estimation using wavelet neural networks
Journal of Systems and Software
Potential Assessment of an Ellipsoidal Neural Fuzzy Time Series Model for Freeway Traffic Prediction
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part I
New Radial Basis Function Neural Network Training for Nonlinear and Nonstationary Signals
Computational Intelligence and Security
Efficient Training of RBF Networks Via the BYY Automated Model Selection Learning Algorithms
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in 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
Training and Application of a Visual Forward Model for a Robot Camera Head
Anticipatory Behavior in Adaptive Learning Systems
A First Approach to Birth Weight Prediction Using RBFNNs
IWINAC '07 Proceedings of the 2nd international work-conference on The Interplay Between Natural and Artificial Computation, Part I: Bio-inspired Modeling of Cognitive Tasks
Software Cost Estimation Models Using Radial Basis Function Neural Networks
Software Process and Product Measurement
Multi-agent Positioning Mechanism in the Dynamic Environment
RoboCup 2007: Robot Soccer World Cup XI
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
Comparison of RBF Network Learning and Reinforcement Learning on the Maze Exploration Problem
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Nature Inspired Methods in the Radial Basis Function Network Learning Process
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part II
Rule-Based Analysis of Behaviour Learned by Evolutionary and Reinforcement Algorithms
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
A Hybrid Model of Partial Least Squares and RBF Neural Networks for System Identification
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
A Sequential Learning Algorithm for RBF Networks with Application to Ship Inverse Control
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Condition Prediction of Hydroelectric Generating Unit Based on Immune Optimized RBFNN
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
The application of artificial neural networks to the analysis of remotely sensed data
International Journal of Remote Sensing
Memory-based neuro-fuzzy system for interpolation of reflection coefficients of printing inks
Cybernetics and Systems Analysis
International Journal of Intelligent Systems Technologies and Applications
Expert Systems with Applications: An International Journal
A decision support system for detecting products missing from the shelf based on heuristic rules
Decision Support Systems
A Learning Algorithm of Boosting Kernel Discriminant Analysis for Pattern Recognition
IEICE - Transactions on Information and Systems
A hybrid coevolutionary algorithm for designing fuzzy classifiers
Information Sciences: an International Journal
Computer Vision and Image Understanding
Solving a system of nonlinear integral equations by an RBF network
Computers & Mathematics with Applications
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
An Empirical Comparison of Training Algorithms for Radial Basis Functions
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
New Method for Filtered ICA Signals Applied To Volatile Time Series.
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Global and Local Modelling in Radial Basis Functions Networks
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
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
Ensembles of One Class Support Vector Machines
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Hybrid sampling for imbalanced data
Integrated Computer-Aided Engineering - Selected papers from the IEEE Conference on Information Reuse and Integration (IRI), July 13-15, 2008
Radial Basis Function network learning using localized generalization error bound
Information Sciences: an International Journal
Null steering beamformer based on RBF neural networks
ICCOM'08 Proceedings of the 12th WSEAS international conference on Communications
Improving the generalization performance of RBF neural networks using a linear regression technique
Expert Systems with Applications: An International Journal
Computers and Industrial Engineering
Evolvable hardware for generalized neural networks
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Expert Systems with Applications: An International Journal
A classification technique based on radial basis function neural networks
Advances in Engineering Software
Knowledge extraction from local function networks
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Training without data: knowledge insertion into RBF neural networks
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Input space configuration effects in neural network-based grade estimation
Computers & Geosciences
Neuroadaptive output tracking of fully autonomous road vehicles with an observer
IEEE Transactions on Intelligent Transportation Systems
A new RBF neural network with boundary value constraints
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on human computing
Construction of tunable radial basis function networks using orthogonal forward selection
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
On constructing parsimonious type-2 fuzzy logic systems via influential rule selection
IEEE Transactions on Fuzzy Systems
Clustering: A neural network approach
Neural Networks
Expert Systems with Applications: An International Journal
Multiquadric collocation method with integralformulation for boundary layer problems
Computers & Mathematics with Applications
Application of the RBF meshless method to the solution of the radiative transport equation
Journal of Computational Physics
HSI'09 Proceedings of the 2nd conference on Human System Interactions
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Identification of artifacts in scenery images using color and line information by RBF network
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
MultiLogistic regression using initial and radial basis function covariates
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
General regression artificial neural networks for two-phase flow regime identification
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Vector quantization: a weighted version for time-series forecasting
Future Generation Computer Systems
Symbolic classification, clustering and fuzzy radial basis function network
Fuzzy Sets and Systems
Photo-realistic facial expression synthesis
Image and Vision Computing
Fuzzy projection pursuit density estimation by eigenvalue method
International Journal of Approximate Reasoning
An improved particle swarm optimization algorithm for radial basis function neural network
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
A novel reformulated radial basis function neural network
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Random Projection RBF Nets for Multidimensional Density Estimation
International Journal of Applied Mathematics and Computer Science - Issues in Fault Diagnosis and Fault Tolerant Control
Portfolio construction using argumentation and hybrid evolutionary forecasting algorithms
International Journal of Hybrid Intelligent Systems - CIMA-08
Intelligent hybrid modelling towards the prognosis of abdominal pain
International Journal of Hybrid Intelligent Systems - CIMA-08
Online adaptive radial basis function networks for robust object tracking
Computer Vision and Image Understanding
Applying multiobjective RBFNNs optimization and feature selection to a mineral reduction problem
Expert Systems with Applications: An International Journal
Information Sciences: an International Journal
Wireless communication quality monitoring with artificial neural networks
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
An iterative fuzzy prototype induction algorithm
IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
The antiquadrupolar phase of the biquadratic neural network
IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
Fast and efficient training of RBF networks
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Building RBF neural network topology through potential functions
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Surface modelling with radial basis functions neural networks using virtual environments
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
A hierarchical RBF online learning algorithm for real-time 3-D scanner
IEEE Transactions on Neural Networks
Incremental learning of spatio-temporal patterns with model selection
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Input selection for radial basis function networks by constrained optimization
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Application for GPS/SINS loosely-coupled integrated system by a new method based on WMRA and RBFNN
ICIC'07 Proceedings of the intelligent computing 3rd international conference on Advanced intelligent computing theories and applications
Kernel matching reduction algorithms for classification
RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology
Optimizing data transformations for classification tasks
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
Evolutionary rough k-medoid clustering
Transactions on rough sets VIII
International Journal of Bio-Inspired Computation
International Journal of Bio-Inspired Computation
IEEE Transactions on Neural Networks
Machine learning of clinical performance in a pancreatic cancer database
Artificial Intelligence in Medicine
So near and yet so far: New insight into properties of some well-known classifier paradigms
Information Sciences: an International Journal
Expert Systems with Applications: An International Journal
Kernel Width Optimization for Faulty RBF Neural Networks with Multi-node Open Fault
Neural Processing Letters
Genetically evolved radial basis function network based prediction of drill flank wear
Engineering Applications of Artificial Intelligence
Analysis of an evolutionary RBFN design algorithm, CO2RBFN, for imbalanced data sets
Pattern Recognition Letters
A Hybrid Higher Order Neural Classifier for handling classification problems
Expert Systems with Applications: An International Journal
Aggregating multiple classification results using fuzzy integration and stochastic feature selection
International Journal of Approximate Reasoning
Particle swarm optimization aided orthogonal forward regression for unified data modeling
IEEE Transactions on Evolutionary Computation
Using artificial neural networks to predict the quality and performance of oilfield cements
IAAI'96 Proceedings of the eighth annual conference on Innovative applications of artificial intelligence
Learning algorithm of the revised RBF network and its application to the media art system
Artificial Life and Robotics
Incremental model selection and ensemble prediction under virtual concept drifting environments
PRICAI'10 Proceedings of the 11th Pacific Rim international conference on Trends in artificial intelligence
IDEAL'10 Proceedings of the 11th international conference on Intelligent data engineering and automated learning
Local-global neuro-fuzzy system for color change modelling
International Journal of Hybrid Intelligent Systems - Advances in Intelligent Agent Systems
Simulating multiple class urban land-use/cover changes by RBFN-based CA model
Computers & Geosciences
Expert Systems with Applications: An International Journal
Computer Science - Research and Development
Time series prediction evolving Voronoi regions
Applied Intelligence
Modeling and fault tolerant controller design for PM spherical actuator
ICIRA'10 Proceedings of the Third international conference on Intelligent robotics and applications - Volume Part I
Pattern classification as an ill-posed, inverse problem: a regularization approach
ICASSP'93 Proceedings of the 1993 IEEE international conference on Acoustics, speech, and signal processing: plenary, special, audio, underwater acoustics, VLSI, neural networks - Volume I
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
LavaNet-Neural network development environment in a general mine planning package
Computers & Geosciences
ACMOS'06 Proceedings of the 8th WSEAS international conference on Automatic control, modeling & simulation
A global-local artificial neural network with application to wave overtopping prediction
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Content-based filtering in on-line social networks
PSDML'10 Proceedings of the international ECML/PKDD conference on Privacy and security issues in data mining and machine learning
Adaptive kernel-width selection for kernel-based least-squares policy iteration algorithm
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II
Testing ensembles for intrusion detection: On the identification of mutated network scans
CISIS'11 Proceedings of the 4th international conference on Computational intelligence in security for information systems
Prediction of magnetic field near power lines by normalized radial basis function network
Advances in Engineering Software
Fuzzy quartile encoding as a preprocessing method for biomedical pattern classification
Theoretical Computer Science
SpectralCAT: Categorical spectral clustering of numerical and nominal data
Pattern Recognition
Design of fuzzy radial basis function-based polynomial neural networks
Fuzzy Sets and Systems
A hybrid particle swarm optimization and its application in neural networks
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Multi-score learning for affect recognition: the case of body postures
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part I
Evolving linear transformations with a rotation-angles/scaling representation
Expert Systems with Applications: An International Journal
Computers and Operations Research
Expert Systems with Applications: An International Journal
RBF neural network based on q-Gaussian function in function approximation
Frontiers of Computer Science in China
Evaluation of human-computer interface for optical see-through augmented reality system
Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry
Training RBF neural network via quantum-behaved particle swarm optimization
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Long-Term prediction of time series using state-space models
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
A new adaptive ridgelet neural network
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
Constructive ensemble of RBF neural networks and its application to earthquake prediction
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
Theoretical derivation of minimum mean square error of RBF based equalizer
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
Short term local meteorological forecasting using type-2 fuzzy systems
WIRN'05 Proceedings of the 16th Italian conference on Neural Nets
Evolving RBF neural networks for pattern classification
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
Normalized gaussian networks with mixed feature data
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Bayesian radial basis function neural network
IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
ICANN'05 Proceedings of the 15th international conference on Artificial Neural Networks: biological Inspirations - Volume Part I
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
A regularized minimum cross-entropy algorithm on mixtures of experts for time series prediction
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
A new on-line modeling approach to nonlinear dynamic systems
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Simulation studies of on-line identification of complex processes with neural networks
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Laminar cooling process model development using RBF networks
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
A fast robust learning algorithm for RBF network against outliers
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
Gradient descent and radial basis functions
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
Iterative learning controller for trajectory tracking tasks based on experience database
ICMLC'05 Proceedings of the 4th international conference on Advances in Machine Learning and Cybernetics
Lazy training of radial basis neural networks
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
Automatic photo indexing based on person identity
PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part II
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part I
A novel training algorithm for RBF neural network using a hybrid fuzzy clustering approach
Fuzzy Sets and Systems
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
New technique for initialization of centres in TSK clustering-based fuzzy systems
ECSQARU'05 Proceedings of the 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Orthogonal forward selection for constructing the radial basis function network with tunable nodes
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Minimal RBF networks by gaussian mixture model
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
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
Multi-objective optimization of grades based on soft computing
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part I
Expert Systems with Applications: An International Journal
Using a mahalanobis-like distance to train radial basis neural networks
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Input variable selection in hierarchical RBF networks
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Mosaic for multiple-reward environments
Neural Computation
Artificial Intelligence Review
An experimental study on training radial basis functions by gradient descent
ANNPR'06 Proceedings of the Second international conference on Artificial Neural Networks in Pattern Recognition
Training RBFs networks: a comparison among supervised and not supervised algorithms
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Predicting nonstationary time series with multi-scale gaussian processes model
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Confidence intervals for the risks of regression models
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Matching 2d image segments with genetic algorithms and approximation spaces
Transactions on Rough Sets V
A global-local optimization approach to parameter estimation of RBF-type models
Information Sciences: an International Journal
Nonlinear function learning by the normalized radial basis function networks
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Prediction of chaotic time series based on multi-scale gaussian processes
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Melt index predict by radial basis function network based on principal component analysis
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part II
Adaptive and non-adaptive distribution functions for DSA
PRIMA'10 Proceedings of the 13th international conference on Principles and Practice of Multi-Agent Systems
Technical Communique: A combined PID/adaptive controller for a class of nonlinear systems
Automatica (Journal of IFAC)
The application of an oblique-projected Landweber method to a model of supervised learning
Mathematical and Computer Modelling: An International Journal
Approximate models for nonlinear dynamical systems and their generalization properties
Mathematical and Computer Modelling: An International Journal
Novel weighting in single hidden layer feedforward neural networks for data classification
Computers & Mathematics with Applications
Gaussian neural networks for control function implementation
Mathematical and Computer Modelling: An International Journal
MIMO Lyapunov theory-based RBF neural classifier for traffic sign recognition
Applied Computational Intelligence and Soft Computing - Special issue on Applied Neural Intelligence to Modeling, Control, and Management of Human Systems and Environments
Removal and interpolation of missing values using wavelet neural network for heterogeneous data sets
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
The research on Fisher-RBF data fusion model of network security detection
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part II
Reformulating Learning Vector Quantization and Radial Basis Neural Networks
Fundamenta Informaticae
MLR and ANN models of significant wave height on the west coast of India
Computers & Geosciences
Density based grid clustering partition of the input space for RBF neural network
AICI'12 Proceedings of the 4th international conference on Artificial Intelligence and Computational Intelligence
Statistical and machine learning methods for electricity demand prediction
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
Radial basis function neural networks applied to efficient QRST cancellation in atrial fibrillation
Computers in Biology and Medicine
On the determination of inlining vectors for program optimization
CC'13 Proceedings of the 22nd international conference on Compiler Construction
A novel self-constructing Radial Basis Function Neural-Fuzzy System
Applied Soft Computing
Applied Computational Intelligence and Soft Computing
Applied Computational Intelligence and Soft Computing
Radial basis function network using intuitionistic fuzzy C means for software cost estimation
International Journal of Computer Applications in Technology
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
An optimization algorithm employing multiple metamodels and optimizers
International Journal of Automation and Computing
Visual analysis of a cold rolling process using a dimensionality reduction approach
Engineering Applications of Artificial Intelligence
FRAN and RBF-PSO as two components of a hyper framework to recognize protein folds
Computers in Biology and Medicine
International Journal of Systems Biology and Biomedical Technologies
Computers and Electrical Engineering
Information Sciences: an International Journal
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We propose a network architecture which uses a single internal layer of locally-tuned processing units to learn both classification tasks and real-valued function approximations (Moody and Darken 1988). We consider training such networks in a completely supervised manner, but abandon this approach in favor of a more computationally efficient hybrid learning method which combines self-organized and supervised learning. Our networks learn faster than backpropagation for two reasons: the local representations ensure that only a few units respond to any given input, thus reducing computational overhead, and the hybrid learning rules are linear rather than nonlinear, thus leading to faster convergence. Unlike many existing methods for data analysis, our network architecture and learning rules are truly adaptive and are thus appropriate for real-time use.