Program

Program of the ISDA'05


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Preliminary version

Thursday - 08.09.2005

8:00 -18:00

Registration

9:00 - 9:15

Opening ceremony

9:15 -10:10

INVITED PAPER:

Evolutionary computation in bioinformatics: stop making money, start saving life

David Corne

10:15- 11:30

Oral Session:

Data Mining, Knowledge Management and Information Analysis I

Room A (322)

Chairman:

International Workshop on Recommender Agents and Adaptive Web-based Systems (RAAWS'05) I

Room B (314)

Chairman: Janusz Sobecki

New Models for the Clustering of Large Databases through a Hierarchical Paradigm

Miguel Ángel Gómez-Nieto, Irene Luque Ruiz, Gonzalo Cerruela García, Manuel Urbano Cuadrado

Applying SVD on Item-based Filtering

Manolis Vozalis; Konstantinos Margaritis

Automatic profile extraction based on frequency distribution of atoms for retrieving similar interaction protein

Mariko Matsumoto, Yusuke Nonomura, Takenao Ohkawa

Bookmark Shared System Using Agent Systems

Yasuo Nagai, Kazunori Inoue

A Multi-Label Voting Algorithm for Neuro-Fuzzy Classifier Ensembles with Applications in Visual Arts Data Mining

Daniel Neagu, Shuai Zhang, Catalin Balescu

The Influence of Indirect Association Rules on Recommendation Ranking Lists

Przemyslaw Kazienko, Katarzyna Kuźminska

An Intelligent Knowledge Sharing Strategy Featuring Item-Based Collaborative Filtering and Case Base Reasoning

Zeina Chedrawy, Syed Sibite Raza Abidi

A Hybrid Movie Recommender System Based on Neural Networks

Christina Christakou, Andreas Stafylopatis

11:30– 11:50

Coffee break

11:50– 13:50

Oral Session:

Optimization, Scheduling and Heuristics I

Room A

Chairman:

Special Session: Rough Sets - Theory and Applications

Room B

Chairman: Jerzy Grzymala-Busse

A Hybrid Evolutionary Algorithm for some Discrete Optimization Problems

Wojciech Bożejko, Mieczysław Wodecki

Some Remarks on Computing Consistent Extensions of Dynamic Information Systems

Zbigniew Suraj, Krzysztof Pancerz

Interactive Particle Swarm Optimization

Janos Madar, Janos Abonyi, Ferenc Szeifert

Data Mining Analysis of Granular Bed Caking during Hop Extraction

Jerzy Grzymała-Busse, Zdzislaw Hippe, Teresa Mroczek, Edward Roj, Bolesław Skowroński

IDEAS: Intrusion Detection based on Emotional Ants for Sensors

Soumya Banerjee, Crina Grosan, Ajith Abraham

On Using Rule Induction in Multiple Classifiers with a Combiner Aggregation Strategy

Jerzy Stefanowski, Sławomir Nowaczyk

Variable Size Population in Parallel Evolutionary Algorithms

Gabriela Minetti, Hugo A. Alfonso

Comparative Evaluation on of Concept Approximation Approaches

Jitender Deogun, Liying Jiang

Discovering Effective Strategies for the Iterated Prisoner’s Dilemma using Genetic Algorithms

Michal Głomba, Tomasz Filak, Halina Kwaśnicka

Automatic Classification of Singing Voice Quality

Bożena Kostek, Paweł Zwan

Finding Reducts Without Building the Discernibility Matrix

Marcin Korzeń, Szymon Jaroszewicz

Using Rough Sets to Edit Training Set in k-NN Method

Rafael Bello, María García, Yailé Caballero Y. Pizano, S. Joseph, and Y. Lezcano

13:50– 15:00

Lunch

15:00– 16:40

Oral Session

Connectionists Paradigms and Machine Learning

Room A

Chairman:

International Workshop on Financial Data Mining (FDM'05)

Room B

Chairman: Piotr Lipinski

Meta-modeling for Computer-supported Group-based Learning Design

Manuel Caeiro-Rodriguez M. Llamas-Nistal, and L. Anido-Rifón

Using Gain Ratio Distance (GR) to induce clustering

Claudio Ratke, Dalton Andrade

Learning to estimate user interest utilizing the variational Bayes estimator

Takamasa Koshizen, Taiji Suzuki, Kazuyuki Aihara, Hiroshi Tsujino

Adapting Particle Swarm Optimization to Stock Markets

Jovita Nenortaite, Rimvydas Simutis

The Influence of Parameters in Evolutionary Based Rule Extraction Method from Neural Network

Urszula Markowska-Kaczmar

DSFM fitting of Implied Volatility Surfaces

Szymon Borak, Matthias Fengler, Wolfgang Härdle

Effectiveness of Artificial Neural Networks Adaptation According to Time Period of Training Data Acquisition

Adrian Horzyk, Ewa Dudek-Dyduch

Early Warning in On-line Stock Trading Systems

Piotr Lipiński, Jerzy Korczak

Neural Network and Optical Correlators for Infrared Imaging Based Face Recognition

J. Bauer, Jacek Mazurkiewicz

A Multi-point Distributed Random Variable Accelerator for Monte Carlo Simulation in Finance

Nicola Bruti Liberati, Eckhard Platen, Filippo Martini, Massimo Piccardi

16:40– 17:00

Coffee break

17:00– 19:00

Oral Session:

Intelligent Control and Infrastructure

Room A

Chairman:

International Workshop on Recommender Agents and Adaptive Web-based Systems (RAAWS'05) II

Room B

Chairman: Przemysław Kazienko

Modern Control Approach for Robotic Wheelchair with Inverse Pendulum Control

Yoshihiko Takahashi, Otsushiro Tsubouchi

Implementation of Consensus-based Hybrid Recommendation

Janusz Sobecki

HAUNT-24 : 24-bit Hierarchical, Application Confined Unique Naming Technique

Ashwini Raina, Shruti Patil, V. Muthukumar, A. Abraham

Sharing User Models for Adaptive Hypermedia Applications

Maria Bielikova, Jaroslav Kuruc

Parallel Telemetric Data Warehouse Balancing Algorithm

Marcin Gorawski, Robert Chechelski

Changeability of Web Objects’ a Browser Perspective

Andrzej Siemiński

Structured Platform for Multiple Virtual Machines

Changsung Jung, Seman Oh

Swarm-based sequencing recommendations in e-learning

Bert van den Berg, René van Es, Colin Tattersall, José Janssen, Jocelyn Manderveld, Francis Brouns, Hub Kurvers, Rob Koper

Representing Users in a Travel Support System

Maciej Gawinecki, Zygmunt Vetulani, Minor Gordon, Marcin Paprzycki

A city guide agent creating and adapting individual sightseeing tours

Klaus ten Hagen, Marko Modsching, Ronny Kramer

Friday – 09.09.2005

9:00– 10:00

INVITED PAPER:

On the links between different models of uncertainty and imprecision

Etienne E. Kerre

10:10- 11:30

Oral Session:

Data Mining, Knowledge Management and Information Analysis II

Room A

Chairman:

International Workshop on Evolutionary Optimization Design and Applications (EMODA'05)

Room B

Chairman: Ajith Abraham

Adaptive Fuzzy Logic Controller with Rule-based Changeable Universe Of Discourse for a Nonlinear MIMO System

Yi Wang; Zheng Chen, Huiwen Deng

An Automatic Multi-objective Adjustment System for Optical Axes using Genetic Algorithms

Nobuharu Murata, Hirokazu Nosato, Tatsumi Furuya, Masahiro Murakawa

Smart Archive: a Component-based Data Mining Application Framework

Perttu Laurinen, Tuovinen Lauri, Juha Röning

A summary-attainment-surface plotting method for visualizing the performance of stochastic multiobjective optimizers

Joshua Knowles

Hybrid Intelligent Systems for Predictive Toxicology - a Distributed Approach

Daniel Neagu, Marian Craciun, Silviu Stroia, Severin Bumbaru

Multiobjective Optimization Using Adaptive Pareto Archived Evolution Strategy

Ajith Abraham, Crina Grosan, Mihai Oltean, M. Köppen

Improving the web text content by extracting significant pages into a Web Site

Sebastian Rios, Juan Velasquez, Eduardo Vera, Hiroshi Yasuda, Terumasa Aoki

Managing of Cooperative Genetic Algorithms by Intelligent Agent

Halina Kwaśnicka, Magdalena Gierusz

A Hierarchical Parallel Placement Technique based on Genetic Algorithm

Masaya Yoshikawa, Hidekazu Terai

11:30– 11:50

Coffee break

11:50– 12:50

Oral Session: Computational Intelligence in Management

Room A

Chairman:

Prediction of Gross Domestic Product Development by Takagi-Sugeno Fuzzy Inference Systems

Vladimir Olej, Jiri Krupka

Stock Market Forecasting using Hidden Markov Model:A New Approach

Md. Rafiul Hassan, Baikunth Nath

Agent-oriented Design for Network Survivability

Mehdi Shajari; Ali A. Ghorbani

12:50- 13:50

Poster Session 1

13:50- 14:50

Lunch

14:50-16:30

Oral Session: Data Mining, Knowledge Management and Information Analysis III

Room A

Chairman:

mRegistry: A Registry Representation for Fault Diagnosis

Jagadeesh Chandra Bose, S.H. Srinivasan

Advanced statistical computing for capacitance tomography as a monitoring and control tool

Krzysztof Grudzień, Andrzej Romanowski, Dominik Sankowski, Robert Aykroyd, Richard Williams

Towards Timbre Driven Semantic Retrieval of Violin

Ewa Łukasik

Modeling Groundwater Quality with Bayesian Techniques

Khalil Shihab

A New Clustering Algorithm of Large Datasets with O(N) Computational Complexity

Nuannuan Zong, Feng Gui, Malek Adjouadi

16:30-16:50

Coffee break

16:50– 18:10

Oral Session: Soft computing

Room A

Chairman:

New evolutionary approach to GCP: premature convergence and evolution process character

Paweł B. Myszkowski

Empirical Study of Hybrid Particle Swarm Optimizers with the Simplex Method Operator

Fang Wang, Yuhui Qiu

Analysis and Evaluation of Learning Classifier Systems Applied to Hyperspectral Image Classification

Arnaud Quirin, Jerzy Korczak, Martin Butz, David Goldberg

A Novel Fuzzy Approach to Recognition of Online Persian Handwriting

Mahdie Soleymani Baghshah, Saeed Bagheri Shouraki, S. Kasaei

18:10-19:10

Poster Session 2

20:00

The Conference Dinner

Saturday– 10.09.2005

9:00– 10:00

INVITED PAPER:

New Proposition for Intelligent Systems Design: Artificial Understanding of the Images as the Next Step of Advanced Data Analysis after Automatic Classification and Pattern Recognition

Tadeusiewicz Ryszard, Ogiela Marek

10:00– 11:40

Oral Session: Image Processing and Understanding I

Room A

Chairman:

Pattern Classification with Incremental Class Learning and Hidden Markov Models

Filip Łukaszewski, Konrad Nagórko

A Scalable Fingerprinting Scheme for Tracing Traitors/Colluders in Large Scale Contents Distribution Environments

Seong-Whan Kim, Jae-Min Seoul

Indexing and Retrieval Medical images based on 2X2 DCT and IDS compression

K. Ait Saadi, A. Zemouri, Z. Brahimi, H. Meraoubi

Detecting LSB Steganography Based on Dynamic Masks

Luo Xiangyang, Liu Bin, Liu Fenlin

Solution of systems of the large linear equations on the modern high performance computers with a historical introduction

Jerzy Wasniewski

11:40– 12:00

Coffee break

12:00– 13:00

Poster Session 3

13:00– 14:40

Oral Session: Image Processing and Understanding II

Room A

Chairman:

A Half Eye Wavelet Based Method for Iris Recognition

Ahmad Poursaberi, Babak Nadjar Araabi

Mass Flow Measurement based on a Virtual Channel Concept

Dominik Sankowski, Włodzimierz Mosorow, Krzysztof Grudzień

Melanocytic Lesion Images Segmentation Enforcing by Spatial Relations Based Declarative Knowledge

Halina Kwaśnicka, Mariusz Paradowski

A Hybrid Feature Selection Strategy for Image Defining

Jin Yu, Syed Sibte Raza Abidi, Paul Habib Artes

Active Hypercontours and Contextual Classification

Arkadiusz Tomczyk

14:40– 15:00

Closing Ceremony

15:00– 16:00

Lunch

Poster Session 1. Machine Learning

Dynamic Correlation Approach to Early Stopping in Artificial Neural Network Training. Macroeconomic Forecasting Example

Krzysztof Michalak, Rafał Raciborski

Using Fuzzy Probabilistic Neural Network for Fault Detection in MEMS

Reza Asgary, Karim Mohammadi

Proposal of a neuro-fuzzy model of a WWW server

Krzysztof Zatwarnicki

Proposal of a neuro-fuzzy model of a WWW server

Krzysztof Zatwarnicki

The Verification’s Criterion of Learning Algorithm

Tymoteusz Biły

Unsupervised Clustering using Self-Optimizing Neural Networks

Adrian Horzyk

Sequential Classification of Probabilistic Independent Feature Vectors by Mixture Models

Tomasz Walkowiak

APS: Agent's Learning With Imperfect Recall

Damian Dudek, Michał Kubisz, Aleksander Zgrzywa

How to use crowding selection in Grammar-based Classifier System

Olgierd Unold, Łukasz Cielecki

Poster Session 2. Applications

Welfare Economics on Belief in Data Mining

Takashi Matsuhisa

Application of Genetic Algorithm to Pattern Extraction

Marcin Borkowski

Pattern Recognition Based Detection and Localization in a Network of Randomly Distributed Sensor Nodes

Hussam Al-Herani, Jacek Ilow

Logo - The Modular Conversational Agent Understanding Polish

Maciej Piasecki, Ireneusz Matysiak, Anna Rusak

Distributed Service-Oriented Architecture for Information Extraction System ``Semanta''

Maciej Piasecki, Łukasz Jastrzębski, Krzysztof Wilkosz, Grzegorz Strzelecki

Combining Character Classifiers Using Member Classifiers Assessment

Jerzy Sas, Michał Luzyna

Support Vector Machines in Handwritten Digits Classification

Urszula Markowska-Kaczmar, Paweł Kubacki

Modeling Plants Language for Definition of L-Systems

Elżbieta Hudyma, Konrad Łukasik

Poster Session 3 Applications

The Method for E-business Exception Handling

Dovile Vojevodina, Genadijus Kulvietis, Paul Bindokas

Fuzzy Flight Control System for Helicopter Intelligence in Hover

Michał Lower, Bogusław Szlachetko, Dariusz Król

Clustering algorithms for bank customer segmentation

Danuta Zakrzewska, Jan Murlewski

Flocking of Subpopulations in Distributed Genetic Programming

Giedrius Paulikas, Dalius Rubliauskas

Forecasting of Flood Discharge at Unmeasured Station Based on River Upstream Information by Neural Networks

Tienfuan Kerh, C.S. Lee

Cellular Automata Model of Pedestrian Dynamics for Normal and Evacuation Conditions

Jaroslaw Wąs

Integrating Notion of Agency and Semantics in Information Retrieval: An intelligent multi-agent model

Tanveer J. Siddiqui, Umashanker S. Tiwary

Hybrid Fuzzy-Genetic Algorithm Approach for Crew Grouping

Ajith Abraham, Hongbo Liu, Zhanguo Xu