Tuesday, October, 2nd, 2001

08:00 - 10:30 Registration
10:30 - 11:00 Welcome
11:00 - 12:00 Plenary session

Dr. Akira Imada.¹ High-dimensional weight space? - How can we observe it?
12:00 - 14:00 Launch


14:00 - 15:30 A1 Neural Networks Classification

Chair: V.I. Dubrovin, Co-chair: M. Tamosi¯unait\.e




Sar¯unas Raudys Generalization of MLP classifiers.




Sar¯unas Raudys Combining the Expert Networks: a Review.




Ar¯unas Janeli¯unas Bias Correction of Linear Classifiers in the Classifier Combination Scheme.



14:00 - 15:30 B1 Pattern recognition and image processing

Chair: M. Tatur, Co-chair: V. Kochan




Nikolay Rubanov A FNN-based Bipartite Graph Labeling Algorithm with Application to Subcircuit Recognition.




Boris A. Zalesky Multiresolution Piecewise Polynomial Decomposition of Images.




Alexey Petrovsky, Theodore Laopoulos, Vladimir Golovko, Raouf Sadykhov, Anatoly Sachenko Dynamic algorithm transform of wavelet packet decomposition structure in audio coders.



15:30 - 15:50 Break


15:50 - 17:20 A2 Neural Networks Classification

Chair: N. Rubanov, Co-chair: A. Saudargien\.e




Minija Tamosi¯unait\.e, Sar¯unas Raudys A Neural Network Based on ECG ST Segment Prediction Accuracy for Classification of Ventricular Fibrillation.




Valeriy I. Dubrovin, Sergey A. Subbotin Neural Network Classifier for Diagnostics.




Valentin M. Shendyapin Adaptive Vector Model for Neuron Learning.



15:50 - 17:20 B2 Pattern recognition and image processing

Chair: B. Zalesky, Co-chair: R. Aliev




Alexey Petrovsky, Theodore Laopoulos, Vladimir Golovko, Raouf Sadykhov, Anatoly Sachenko DISC (Dynamic Instructor Set Computer) Architecture of Wavelet Packet Processor for Real-Time Audio Signal Compression Systems.




Dmitry Bryliuk, Valery Starovoitov Application of Recirculation Neural Network and Principal Component Analysis for Face Recognition.




Denis Vershok The Algorithm of Segmentation of Grayscale Images.

Wednesday, October, 3rd, 2001

09:00 - 10:00 Plenary session

Prof. Sar¯unas Raudys.² Integration of statistical and neural approaches to design classification and prediction rules.
10:00 - 10:20 Break


10:20 - 12:00 A3 Applications: Medicine and Finances

Chair: S. Sikstr\"om, Co-chair: A. Petrovsky




Audrone Jakaitiene, Antanas Zilinskas Algorithmic Aspects of a Competing Risk Model.




A. Podlipskyt\.e, Antanas Zilinskas, G. Varoneckas On Efficiency of MDS Software: Case Study of Data on Sleep Quality.




Andrew Skabar, Ian Cloete A Comparison of GA-trained and Backpropagation-Trained Artificial Neural Networks for Discovery of Financial Trading Strategies.



10:20 - 12:00 B3 Applications: Multiagent and
Data Analysis

Chair: M. Versaci, Co-chair: V. Rubanov




V.V. Apanasovich, A.Y. Balakhontsev, V.M. Lutkovski, P.V. Nazarov, P.Y. Misakov Application of Neural Networks in Analysis of Atomic Emission Spectra.




Helena Unger An Extended Navigation System Approach Based on Individual Behaviour and Learning.




Vera Castanova, Hauke Coltzau, Herwig Unger Approach to Understanding Adaptive Selflearning Agents.



12:00 - 14:00 Launch


14:00 - 15:30 A4 Applications: Medicine and Finances

Chair: A. Sachenko, Co-chair:




Sverker Sikstr\"om Habituation and Frequency Effects.




A. Martink\.enas, D. Zemaityt\.e, L. Vilkauskas Bayesian Prediction Model with Censored Data.




Yury V. Kolokolov, A.I. Suzdaltsev, E.P. Erutina Some Peculiarities of Management of Bread-baking Production in Small Business when Using Fuzzy Models.



14:00 - 15:30 B4 Cognitive Science

Chair: G. Losik, Co-chair: I. Skotnikova




Natalia Novoselova Low-Level Behavioral Positioning.




Igor E. Tom High-Level Control of Virtual Human's Behaviour.




A.P. Repeko, N.P. Radchikova Natural Language Understanding: Problems of Figurative Language Processing.



15:30 - 15:50 Break


15:50 - 17:20 A5 Neural Networks. Theory and
Algorithms

Chair: A.Yu. Dorogov, Co-chair: S.L. Koshinsky




Akira Imada EP Downhill Walkers Explore a Landscape in Weight Space of a Fully-connected Neural Network Model: Why does Hebbian Peak Resist to be Found?




Vladimir A. Ptitchkin Models of Dynamic Neural Networks and Automatic Control Systems.




Valery Tereshko Topology-Preserving Neural Models with Lateral and Elastic Interactions.



15:50 - 17:20 B5 Cognitive Science

Chair: V. Golenkov, Co-chair: I. Tom




N.P. Radchikova, A.P. Repeko The Dynamics of Basic Level in the Structures of Human Semantic Memory.




George Losik Neuron Model with Main and Modified Input.




O.A. Didkovskaya Cognitive Styles and Problems of Psychological Education.

Thursday, October, 4th, 2001

09:00 - 10:20 A6 Neural Networks. Theory and
Algorithms

Chair: V.A. Ptitchkin, Co-chair: V. Tereshko




Sar¯unas Raudys, Ausra Saudargien\.e, Edvardas Povilonis The Bias Evaluation in Model Selection.




I.Yu. Tyukin, T.A. Tyukina, V.A. Terekhov A Modification of Back Propagation Through Time Algorithm For a Class of Nonlinear Dynamic Plants.




A.Yu. Dorogov, A.A. Alekseev Structure Syntethisis Weakly Connected Neural Networks.



09:00 - 10:20 B6 Chaos Theory and Applications

Chair: Yu. Savitsky, Co-chair: I. Tyukin




F.T. Aliew, R.R. Aliev Fuzzy Chaos Based Tuning of Fuzzy Controller.




Yury V. Kolokolov, S.L. Koschinsky, V.V. Bagrov, Kondo H. Adjallah Parametric Optimization of Pulse Energy Conversion Systems on the Base of Bifurcation Approach.




I.Yu. Tyukin, T.A. Tyukina Penalty Functions Approach to a Training of Neural Networks in Control Systems.



10:00 - 10:40 Break


10:40 - 12:00 A7 Applications: Multiagent and
Data Analysis

Chair: H. Unger, Co-chair: V. Lutkovski




V. Turchenko, V. Kochan, Anatoly Sachenko Neural-Based Data Processing in Intelligent Distributed Sensor Network.




F.C. Morabito, Mario Versaci On the Use of Fuzzy Subsethood and Supersethood for the Plasma Classification Problem in Tokamak Reactors .




Yury V. Pottosin, Evgeny A. Shestakov Decomposition of a System of Completely Specified Boolean Functions Using Compact Table Columns.



10:40 - 12:00 B7 Chaos Theory and Applications

Chair: Yu. Kolokolov, Co-chair: V. Terekhov




Yury V. Kolokolov, S.L. Koschinsky, S.V. Kovrizhkin Identification of Pulse Synchronization Phenomena in the Dynamics of Energy Conversion System.




Vladimir Golovko, Yury Savitsky, Nikolaj Maniakov, Vladimir Rubanov Some Aspects of Chaotic Time Series Analysis.




Vladimir Golovko, Yury Savitsky Neural Networks for Chaotic Time Series Forecasting.



12:00 - 14:00 Launch


14:00 - 15:00 A8 Applications: Multiagent and
Data Analysis

Chair: V. Turchenko, Co-chair: V. Zaika




V. N. Malozemov, Sergey M. Masharsky Adaptive Signal Processing Based on Discrete Vilenkin-Chrestenson Transform.




Valentin Dimakov Self-Organizing Path Planning System for an Autonomouse Mobile Robot: A Neural Subsystem of Word Cartography.




Valery A. Zaika, Rauf Kh. Sadykhov, A.A. Povarov, M.M. Gromov, N.V. Lopareva Neural Search of Safety Criteria for Complicated Radio Electronic Systems on the Basis of the Kolmogorov's Approach.



15:00 - 15:20 Break


15:20 - 16:00 Closing ceremony, award presentation
16:00 - 17:20 Visit in laboratories of BSUIR, and
IEC NAS of Belarus

Footnotes:

¹Assistant Professor of Computer Engineering Department of Dokuz Eylul University, Izmir, Turkey

²Head of the Data Analysis Department of Institute of Mathematics and Informatics, Vilnius, Lithuania.