Inductive Learning Algorithms for Complex Systems Modeling

Dynamic approaches to setting learning objectives when teaching with new technologies

SIGUCCS '94 Proceedings of the 22nd annual ACM SIGUCCS conference on User services

Accelerated Genetic Programming of Polynomials

Genetic Programming and Evolvable Machines

Data mining corrosion from Eddy current non-destructive tests

Computers and Industrial Engineering

A Learning Algorithm for Evolving Cascade Neural Networks

Neural Processing Letters

The RoboCup - NAIST

RoboCup-99: Robot Soccer World Cup III

References

Neural networks and the financial markets

Problems of future GMDH algorithms development

Systems Analysis Modelling Simulation - Special issue: Self-organising modelling and simulation

Applying GMDH algorithm to extract rules from examples

Systems Analysis Modelling Simulation - Special issue: Self-organising modelling and simulation

Robust polynomial neural networks in quantative-structure activity relationship studies

Systems Analysis Modelling Simulation - Special issue: Self-organising modelling and simulation

Twice-layered neural network self-organization for interpolation problems of artificial intelligence solution in the case of complete absence of information about small part of input variables

Systems Analysis Modelling Simulation - Special issue: Self-organising modelling and simulation

Polynomial harmonic GMDH learning networks for time series modeling

Neural Networks

An incremental node embedding technique for error correcting output codes

Pattern Recognition

IG-based genetically optimized fuzzy polynomial neural networks with fuzzy set-based polynomial neurons

Neurocomputing

Analysis of the predictability of time series obtained from genomic sequences by using several predictors

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Soft Computing and Applications

A reduced and comprehensible polynomial neural network for classification

Pattern Recognition Letters

Fetal Weight Prediction Models: Standard Techniques or Computational Intelligence Methods?

ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I

ECG Signal Classification Using GAME Neural Network and Its Comparison to Other Classifiers

ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I

Feature Ranking Derived from Data Mining Process

ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part II

Optimal cooperation between external criterion and data division in GMDH

International Journal of Systems Science

Optimal Extension of Error Correcting Output Codes

Proceedings of the 2006 conference on Artificial Intelligence Research and Development

Structure identification of Bayesian classifiers based on GMDH

Knowledge-Based Systems

Cached sufficient statistics for efficient machine learning with large datasets

Journal of Artificial Intelligence Research

A dynamic classifier ensemble selection approach for noise data

Information Sciences: an International Journal

Nonlinear regression model generation using hyperparameter optimization

Computers & Mathematics with Applications

A condensed polynomial neural network for classification using swarm intelligence

Applied Soft Computing

Using self-organizing networks for intrusion detection

NN'05 Proceedings of the 6th WSEAS international conference on Neural networks

Ensemble techniques for credibility estimation of GAME models

ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II

Robust structural modeling and outlier detection with GMDH-type polynomial neural networks

ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II

Real-valued all-dimensions search: low-overhead rapid searching over subsets of attributes

UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence

A D-GMDH model for time series forecasting

Expert Systems with Applications: An International Journal

A robust missing value imputation method for noisy data

Applied Intelligence

A novel design of wafer yield model for semiconductor using a GMDH polynomial and principal component analysis

Expert Systems with Applications: An International Journal

Fuzzy linear regression based on Polynomial Neural Networks

Expert Systems with Applications: An International Journal

Survey: Multi-criterion Pareto based particle swarm optimized polynomial neural network for classification: A review and state-of-the-art

Computer Science Review

A GMDH polynomial neural network-based method to predict approximate three-dimensional structures of polypeptides

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

An efficient automated negotiation strategy for complex environments

Engineering Applications of Artificial Intelligence

Use of neural network algorithms for elaboration of fluorescent biosensors on the base of nanoparticles

Optical Memory and Neural Networks