International Conference on Inductive Modelling, Kyiv, September 2008
1. Theoretical Fundamentals Of Inductive Modelling
1.1. Optimal complexity of inductive models, regularization, selection criteria
Selective Properties of the GMDH Criteria for Inductive Modeling. Volodymyr Stepashko
System Regularity Criterion of GMDH For Modelling in the Class of Regression Equations Systems with Random Coefficients. Aleksandr Sarychev
Double-criterion Choice of an Optimal Model in GMDH Algorithms. Ievgeniia Savchenko
Some Fundamental Topics of Linear Modelling. Yuriy Dzyadyk
1.2. Enhanced and optimized GMDH algorithms
TS-Based GMDH Model and Its Application. Changzheng He, Bing Zhu, Mingcui Zheng
Method of Successive Elimination of Spurious Arguments for Effective Solution the Search-Based Modelling Tasks. Oleksandr Samoilenko, Volodymyr Stepashko
Using of Prior Information in Polynomial Multilayered GMDH. Alexandr Kiryanov
Experimental Research in Noise Influence on Estimation Precision for Polyharmonic Model Frequencies. Natalia Vysotska
On some LS-method Modification for Parameter Estimating of Discrete Dynamic Models. Andriy Nikitenko
1.3. Inductive Inference And Contiguous Problems
Induction, Traduction, Abduction and Deduction in the Processes of Hypotheses Generation and Justification. Yuriy Valkman, O.Y. Dembovskyy
Architecture of Model Parametric Space: Hierarchy in Simon's Architecture of Complexity?. Yuriy Valkman, A.Y Rykhalsky
Principles of Construction of Inductive Inference Procedures?. Anatoliy Gupal
Method Of Limiting Generalizations For Solving Logical And Computing Tasks?. Iurii Prokopchuk
Inductive Approach to Minimizing Algorithmically the Given Objective Function?. G.B. Digo., N.B Digo
1.4. Inductive algorithms for classification, clusterization, recognition
Reconstruction of Algorithms for Spread Spectrum Signals Detection into a Frame of the Inductive Modeling Method. Bohdan Yavorskyy, Yaroslav Dragan
Automatic Clusterization of Knowledge Bases?. Catherine Shchurevich, Elena Kruchkova
Criterion of Congruence as a Criterion of Selection for Clusterization?. Natalya Ivakhnenko
PSO with Control of Velocity Change for Feature Selection?. Andrey Oleynik, Sergey Subbotin
Quality Criteria for GMDH-based Clustering. Lyudmyla Sarycheva
2. New Approaches In Inductive Modelling
2.1. Hybrid GMDH-type algorithms and neural networks
Robust Pareto Design of GMDH-type Neural Networks for Systems with Probabilistic Uncertainties. Nader Nariman-zadeh
Hybrid Particle Swarm Optimization and Group Method of Data Handling for Inductive Modeling. Godfrey Onwubolu, Anuragandand Sharma, Ashwin Dayal
Methods for Black-Box Diagnostics Using Volterra Kernels?. Vitalij Pavlenko, Aleksandr Fomin
Methods of Solving the Problem of Construction the Optimum Regression Model as a Discrete Optimization Task. Ivan Melnyk
Difficulties in Mathematical Modelling of Control Processes in One-type Neuron Populations?. Andrey Pokrovsky, Oleg Sotnikov
Application of the Method and Combined Algorithm on the Basis of Immune Network and Negative Selection for Identification of Turbine Engine Surging?. Volodymyr Lytvynenko, Petro Bidyuk, Volodymyr Myrgorod
Optimizing Models Using Continuous Ant Algorithms?. Oleg Kovarik, Pavel Kordik
2.2. Fuzzy and interval approaches in inductive modelling
The Investigations of Fuzzy Group Method of Data Handling with fuzzy Inputs in the Problem of Forecasting in Financial Sphere. Yuriy Zaychenko
About the Interval (Set) Analysis of the Processes?. Mikhaylo Lychak, Vladimir Evtushok
The Fuzzy Algorithm of GMDH and its Expedient Modifications with Combinatorial-Selective Generation of Particular Models. Alexander Pavlov, Vladimir Pavlov
Hybrid Radial-Basis Neuro-Fuzzy Wavelon in the Non-Stationary Sequences Forecasting Problems. Yevgeniy Bodyanskiy, Vynokurova Olena
Balanced Neurofuzzy Models. Oleg Mytnyk
2.3. High-performance computing, including parallel and distributed computing
Perfect Vector Sequencing Theory and Its Applications for System Modeling. Oresta Bandyrska, Marta Talan, Volodymyr Riznyk
Algostructural Designing of Computing Models?. Anatoliy Gorbatyuk, Sergey Gorbatyuk
Parallel Computing of GAME Models. Pavel Kordik, Jakub Spirk, Ivan Simecek
Acceleration of GMDH Combinatorial Search Using HPC Clusters. Oleksiy Koshulko, Anatoliy Koshulko
Computing Simulation in Orders Based Transparent Parallelizing. Vitalij Pavlenko, Viktor Burdeinyi
Optimal Paralleling for Solving Combinatorial Modelling Problems. Volodymyr Stepashko, Serhiy Yefimenko
Parallel Self-Organizing Modeling. Frank Lemke
3. Real-World Applications Of Inductive Modeling
3.1. Data & knowledge mining, relationships detection using inductive modelling
Making Use of Data Mining for Presenting Behavior Model of Airline Agencies Ticketing in the supply chain of airline companies?. Mohammad Reza Davari, Fariborz Ghahremani, Bahram Kazempour, Behrooz Minaei
Data Mining for Customer Relationship Management?. Fariborz Ghahremani, M.Reza Davari, Bahram Kazempour, Behroz Minaei
Application of Data mining in the Specifying the Ongoing Rate of Income Rise in Over-Flight Field?. Bahram Kazempour, Mohammad Reza Davari, Fariborz Ghahremani, Behrooz Minaei
The Dynamic Image Segmentation for Sign Language Training Simulator. Oles Hodych, Kostiantyn Hushchyn, Iouri Nikolski, Volodymyr Pasichnyk, Yuri Shcherbyna
3.2. Knowledge discovery workflow automation, automated data preprocessing
Automatic Method for Data Preprocessing for the GAME Inductive Modelling Method. Miroslav Chepek, Miloslav Pavlichek, Pavel Kordik, Miroslav Snorek.
Mathematical Modelling on the Basis of the Constructive Geometry?. Nelya D. Vertinskaya
Evolutionary Method with Clustering for Feature Selection?. Andrey Oleynik, Sergey Subbotin
Self-optimization of Models of Electro Power Systems as Display of a Principle of the Least Action. Lezhniuk P, Vladimir Netrebskiy
Behaviour of Feranga Method for Feature Ranking During Learning Process Using Inductive Modelling. Ales Pilny, Pavel Kordik, Miroslav Snorek
3.3. Applied software tools for construction of inductive models
Software for Data Analysis and its Applications in the Distance Courses of "Prometheus" System. Nina Tovmachenko, Igor Sichkar, Olga Lukovich, Alexandr Kurbatov
Integrated Environment of Information Handling and Storage in the Tasks of Inductive Modeling. Nataliya Shcherbakova, Volodymyr Stepashko
Technologies of Numerical Investigation and Applying of Data-Based Modeling Methods. Serhiy Yefimenko, Volodymyr Stepashko
3.4. Time series analysis and prediction by means of inductive models
Short-Term Processes Forecasting By GMDH Analog Complexing Method. Gregory Ivakhnenko
Revealing of Informative Multifractal Properties of Network Traffic for Anomalies Detection?. Y.N. Bardachev, A.A. Didyk
Sample Division with Sliding Interval as a Method of Increase of Accuracy for Time Series Forecasting. Nina Kondrashova, Andriy Pavlov, Yaroslav Pavlov
Intrusion Detection System Using Hybrid Differential Evolution and Group Method of Data Handling approach. Godfrey Onwubolu, Alok Sharma
Method of the Decade Air's Temperature Long-Range Prognosis with Robust Inductive Models and Analogy Principle Usage. Dmytro Zubov, Yury Vlasov, Marina Grigorenko
3.5. Real-world applications, including solutions in ecology, economy, sociology, medicine, technology, bioinformatics
Estimation of Connections of Regional Indicators Quality of Life on Base of Structural Modeling. Viktor Artemenko
DMI-Models in Modelling of Power Condition in PWM-Propulsion?. Vitaliy Budashko
GMDH and Neural Network Application for Modelling Vital Functions of Green Algae under Toxic Impact. Oleksandra Bulgakova, Volodymyr Stepashko, Tetyana Parshikova, Iryna Novikova
Research of Semiotic Aspect of Understanding Process in Clinical Diagnostics?. Igor Dolgopolov
An Application of Combination Prediction Model and Macroscopic Analysis in Predicting Asset-Liability Ratio. Yue He, Dan Zhang, Yujie Cao
Prognosis of Vitality of Deformable Systems as Problem of Inductive Modelling?. Nataliya Obodan, Nataliya Makarenko
The Forecast by Use GMDH of the Test Results of Blood Samples in Task of the Effective Medicines Estimation. Nina Kondrashova, Andriy Pavlov
Anti-ganglioside Antibodies Present in Serum of Patients with Multiple Sclerosis and of Immunized with Gangliosides Rabbits Alter Neuronal Electrical Characteristics?. Oleg Sotnikov, Emilia Zaprianova, Svetlana Sergeeva, Denislava Deleva, Andon Filchev, B. Sultanov, T. Krasnova
GMDH Application for Autonomous Mobile Robot's Control System Construction. Alexander Tyryshkin, Anatoly Andrakhanov, Andrey Orlov
GMDH-Based Decision-Making Support for Ecological Processes. Vladimir Vissikirsky, Volodymyr Stepashko, Ioannis Kalavrouziotis
