International Workshop on Inductive Modelling, Prague, September 2007
Download proceedings in .pdf (18MB)
Algorithms Investigation
The Fuzzy Group Method of Data Handling with Fuzzy Input Variables. Zaychenko Yu
Enhanced MIA-GMDH Algorithm. Petr Buryan
Probability Control Functions Settings in Continual Evolution Algorithm. Zdenek Buk, Miroslav Snorek
The Combined Immune Algorithm Based on Clonal Selection. Litvinenko V.I.,Bidjuk P.I., Bardachov J.N., Fefelov A.A.,Sherstjuk V.G.
Influence of sample division on the quality of modeling and forecasting of real processes. Nina Kondrashova
Inductive Method of Optimal Model Selection by External Error Criterion with Additional Determination Using Bias. Ivakhnenko A.G., Savchenko E.A., Somina L.P.
Multi-Layered GMDH-Type Neural Network Self-Sеlecting Optimum Neural Network Architecture and Its Application to Nonlinear System Identification. Tadashi Kondo, Junji Ueno
The Criterion of Congruence in the Theory of Selforganization. N.A. Ivakhnenko
Criteria of a Selection of Attributes: Minimum of Mistakes Versus FRiS-function. Nikolay Zagoruiko, Irina Borisova, Olga Kutnenko
Pareto Genetic Design of GMDH-type Neural Networks for Nonlinear Systems. N. Nariman-Zadeh, A. Jamali
Genetic Selection and Cloning in GMDH MIA Method. Marcel Jirina, Marcel Jirina, jr.
Combinatorial GMDH algorithm with successive selection of arguments. Samoilenko O.A., Stepashko V.S.
An Inductive Immune Algorithm Based on the Cooperation Principles. Bidjuk P.I., Bardachov J.N., Litvinenko V.I., Fefelov A.A.,Hodakovskij A.V.
High Performance Computing
Computer tests as an instrument for effectiveness investigation of modeling algorithms. Yefimenko, S.M., Stepashko, V.S.
Adaptive parallel implementation of the Combinatorial GMDH algorithm. O.A. Koshulko, A.I. Koshulko
Theory
Regularization of Evolving Polynomial Models. Pavel Kordik
Structural Identification of Interval Models of the Static Systems. Mykola Dyvak, Volodymyr Manzhula, Andriy Pukas, Petro Stakhiv
Modelling in the Class of Regression Equations Systems in Conditions of Structural Uncertainty. Alexander Sarychev
Some Results of the Synthesis of GMDH and Factor Analysis for Inductive Modelling. Yuriy V. Dzyadyk
Mathematical Models of the Closed Business Situations. Lyudmyla Honchar, Andriy Pukas
Inductive Modelling World Wide the State of the Art. Miroslav Snorek, Pavel Kordik
Design of Hybrid Differential Evolution and Group Method of Data Handling for Inductive Modeling. Godfrey C. Onwubolu
Hybrid Inductive Models: Topology of Model can Reveal much about Problem. Pavel Naplava, Pavel Kordik
Blind source separation based on minimum description length. Elena G. Revunova
Clusterization
The GMDH Cluster Analysis Model. HE Chang-zheng, XU Xiao-zhan, XIAO Jin
The spatial-temporary approach in problems of clusterization. Lyudmyla Sarycheva
Applications
Data Mining using Inductive Modeling Approach. Godfrey C. Onwubolu
Dataset visualization based on a simulation of intermolecular forces. Jan Drchal, Pavel Kordik, Miroslav Snorek
Application of GMDH to the Environmental Modeling with Short Samples. Vladimir A. Vissikirsky, Volodymyr S. Stepashko, and Ioannis K. Kalavrouziotis
The Application of Neural Networks in Prediction Problems. Rohitash Chandra, Godfrey Owubolu
Optimization of Forecasting Models for Testing Blood Samples by Estimation of Tiol-Disulfid Diagrams. Nina Kondrashova, Andriy Pavlov, Yaroslav Pavlov
Optimization of the Bayesian classifier's structure using GMDH algorithm to forecast Internetclients' preferences. Zhyliaev Sergey, Ryabokon Dmitriy
Comparison of Inductive Modeling Method to Other Classification Methods for Holter ECG. Miroslav Cepek, Vaclav Chudacek , Milan Petrik, George Georgoulas, Chrysostomos Stylios, Lenka Lhotska
Reconstruction of Eye Movements Signal using Inductive Model Detecting Saccades. Ales Pilny, Pavel Kordik
GMDH-based Approach for Analysis of Mass Spectra in Clinical Proteomics. Dimitri V. Nowicki, Vladislav Shaposhnik, Ali Bouamrani, Marie Arlotto, François Berger, Tatyana I. Aksenova
Inductive Modeling in Newborn Sleep Stage Recognition. Vaclav Gerla, Miroslav Bursa, Lenka Lhotska, Pavel Kordik, Karel Paul, Vaclav Krajca
Inductive Modelling of Temporal Sequences by Means of Self-organization. Jan Koutnik
The Combination and Comparison of Neural Networks with Decision Trees for Wine Classification. Rohitash Chandra, Kaylash Chaudhary, Akshay Kumar
Image contrast and its connection with fuzzy logic. Roman Vorobel, Olena Berehulyak
Rotating Machine Vibration Analysis using Group of Adaptive Models Evolution. Adam Docekal, Marcel Kreidl, Radislav Smid
Comparing NN and GMDH methods for prediction of socio-economic processes. Bulgakova Oleksandra, Samoilenko Oleksandr
A Hybrid Approach for Modeling High Dimensional Medical Data. Alok Sharma, Godfrey C. Onwubolu
Age Prediction from Skeletal Indicators using Computational Intelligence Methods. Zdenek Buk, Pavel Kordik, Miroslav Snorek
Time Series Prediction by means of GMDH Analogues Complexing and GAME. Josef Bouska, Pavel Kordik
Marketing Problems Solution by Different GMDH Algorithms Using Excel Software. Gregory Ivahnenko
Feedback GMDH-Type Neural Network Self-Sеlecting Optimum Neural Network Architecture and Its Application to 3-Dimensional Medical Image Recognition of the Lungs. Tadashi Kondo, Junji Ueno
