The Community for Technology Leaders
Intelligent Systems Design and Applications, International Conference on (2005)
Wroclaw, Poland
Sept. 8, 2005 to Sept. 10, 2005
ISBN: 0-7695-2286-6
TABLE OF CONTENTS
Introduction

Welcome (PDF)

pp. xiii

Foreword (PDF)

pp. xii
Cover
Introduction

Foreword (PDF)

pp. xii
I. Data Mining, Knowledge Management and Information Analysis

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

Miguel Angel Gomez-Nieto , University of Cordoba, Spain
Gonzalo Cerruela Garcia , University of Cordoba, Spain
Irene Luque Ruiz , University of Cordoba, Spain
Manuel Urbano Cuadrado , University of Cordoba, Spain
pp. 2-7

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

Zheng Chen , Chongqing Xinjie Automatic Limited Company, China
Yi Wang , Southwest China Normal University
Huiwen Deng , Southwest China Normal University
pp. 8-13

Smart Archive: a Component-based Data Mining Application Framework (Abstract)

Juha Roning , University of Oulu, Finland
Perttu Laurinen , University of Oulu, Finland
Lauri Tuovinen , University of Oulu, Finland
pp. 20-25

Hybrid Intelligent Systems for Predictive Toxicology - a Distributed Approach (Abstract)

Severin Bumbaru , University "Dunarea de Jos" of Galati, Romania
Silviu A. Stroia , University "Dunarea de Jos" of Galati, Romania
Marian V. Craciun , University "Dunarea de Jos" of Galati, Romania
Daniel Neagu , University of Bradford, UK
pp. 26-31

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

Hiroshi Yasuda , University of Tokyo
Sebastian A. Ryos , University of Tokyo
Juan D. Velasquez , University of Chile
Eduardo S. Vera , University of Tokyo
Terumasa Aoki , University of Tokyo
pp. 32-36

mRegistry: A Registry Representation for Fault Diagnosis (Abstract)

R. P. Jagadeesh Chandra Bose , Indian Institute of Science, Bangalore, India
S. H. Srinivasan , Indian Institute of Science, Bangalore, India
pp. 37-42

Text Segmentation in Polish (Abstract)

Pawel P. Mazur , Wroclaw University of Technology, Poland
pp. 43-48

Advanced statistical Computing for Capacitance Tomography as a Monitoring and Control Tool (Abstract)

R. G. Aykroyd , University of Leeds, UK
D. Sankowski , Technical University of Lodz, Poland
A. Romanowski , Technical University of Lodz, Poland
K. Grudzien , Technical University of Lodz, Poland
R. A. Williams , University of Leeds, UK
pp. 49-54

Towards Timbre-Driven Semantic Retrieval of Violins (Abstract)

Ewa Lukasik , Poznan University of Technology, Poland
pp. 55-60

Distributed Service - Oriented Architecture for Information Extraction System "Semanta" (Abstract)

Krzysztof Wilkosz , Deployment Technology Group
Maciej Piasecki , Wroclaw University of Technology, Poland
Lukasz Jastrzebski , Wroclaw University of Technology, Poland
Grzegorz Strzelecki , Wroclaw University of Technology, Poland
pp. 61-66

An Intelligent Knowledge Sharing Strategy Featuring Item-Based Collaborative Filtering and Case Based Reasoning (Abstract)

Syed Sibte Raza Abidi , Dalhousie University, Halifax, Canada
Zeina Chedrawy , Dalhousie University, Halifax, Canada
pp. 67-72

Modeling Groundwater Quality with Bayesian Techniques (Abstract)

Khalil Shihab , Victoria University, Australia
pp. 73-78

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

Nuannuan Zong , Florida International University, Miami
Malek Adjouadi , Florida International University, Miami
Feng Gui , Florida International University, Miami
pp. 79-83
II. Connectionists Paradigms and Machine Learning

The Verification's Criterion of Learning Algorithm (Abstract)

Tymoteusz Bilyk , Instytut Cybernettyki Technicznej Politechniki, Wroclaw, Poland
pp. 90-93

Learning to estimate user interest utilizing the variational Bayes estimator (Abstract)

Takamasa Koshizen , Honda Research Institute Japan Co. Ltd .
Taiji Suzuki , University of Tokyo
Hiroshi Tsujino , Honda Research Institute Japan Co. Ltd .
Kazuyuki x Kazuyuki Aihara , University of Tokyo
pp. 94-99

Unsupervised Clustering using Self-Optimizing Neural Networks (Abstract)

Adrian Horzyk , University of Science and Technology, Cracow, Poland
pp. 118-123

How to use crowding selection in Grammar-based Classifier System (Abstract)

Lukasz Cielecki , Wroclaw University of Technology, Poland
Olgierd Unold , Wroclaw University of Technology, Poland
pp. 124-129

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

Ewa Dudek-Dyduch , University of Science and Technology, Poland
Adrian Horzyk , University of Science and Technology, Poland
pp. 130-135

Using Fuzzy Probabilistic Neural Network for Fault Detection in MEMS (Abstract)

Reza Asgary , Iran University of Science and Technology, Iran
Karim Mohammadi , Iran University of Science and Technology, Iran
pp. 136-140

Proposal of a neuro-fuzzy model of a WWWserver (Abstract)

Krzysztof Zatwarnicki , Technical University of Opole, Opole, Poland
pp. 141-147
III. Agent Architectures and Distributed Intelligence

A city guide agent creating and adapting individual sightseeing tours (Abstract)

Marko Modsching , University of Applied Sciences, Goerlitz, Germany
Klaus ten Hagen , University of Applied Sciences, Goerlitz, Germany
Ronny Kramer , University of Applied Sciences, Goerlitz, Germany
pp. 148-153

Cellular Automata Model of Pedestrian Dynamics for Normal and Evacuation Conditions (Abstract)

Jaroslaw Was , AGH University of Science and Technology, Poland
pp. 154-159

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

U.S. Tiwary , Indian Institute of Information Technology Allahabad
Tanveer J. Siddiqui , University of Allahabad, Allahabad
pp. 160-165

Agent-oriented Design for Network Survivability (Abstract)

Ali A. Ghorbani , University of New Brunswick, Fredericton, Canada
Mehdi Shajari , University of New Brunswick, Fredericton, Canada
pp. 166-171

APS: Agent's LearningWith Imperfect Recall (Abstract)

Michal Kubisz , Wroclaw University of Technology, Poland
Damian Dudek , Wroclaw University of Technology, Poland
Aleksander Zgrzywa , Wroclaw University of Technology, Poland
pp. 172

Logo -The Modular Conversational Agent Understanding Polish (Abstract)

Maciej Piasecki , Wroclaw University of Technology, Poland
Anna Rusak , Online Technology Poland, Wroclawski Park Technologiczny, Poland
Ireneusz Matysiak , Wroclaw University of Technology, Poland
pp. 178-185
IV. Computational Intelligence in Management

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

Vladimir Olej , University of Pardubice, Czech Republic
Jiri Krupka , University of Pardubice, Czech Republic
pp. 186-191

StockMarket Forecasting Using Hidden Markov Model: A New Approach (Abstract)

Md. Rafiul Hassan , University of Melbourne, Australia
Baikunth Nath , University of Melbourne, Australia
pp. 192-196

Clustering Algorithms for Bank Customer Segmentation (Abstract)

Jan Murlewski , Technical University of Lodz, Poland
Danuta Zakrzewska , Technical University of Lodz, Poland
pp. 197-202

The Method for E-business Exception Handling (Abstract)

Dovile Vojevodina , Vilnius Gediminas Technical University, Lithuania
Paul Bindokas , Vilnius Gediminas Technical University, Lithuania
Genadijus Kulvietis , Vilnius Gediminas Technical University, Lithuania
pp. 203-208

Welfare Economy on Belief in Data Mining - A rough set theoretical approach (Abstract)

Takashi Matsuhisa , Ibaraki National College of Technology, Japan
pp. 209-215
V. Image Processing and Understanding

Pattern Classification with Incremental Class Learning and Hidden Markov Models (Abstract)

Konrad Nagorko , Warsaw University of Technology, Poland
Filip Lukaszewski , Warsaw University of Technology, Poland
pp. 216-221

Application of Genetic Algorithm to Pattern Extraction (Abstract)

Marcin Borkowski , Warsaw University of Technology, Poland
pp. 222-227

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

Seong-Whan Kim , University of Seoul, Jeon-Nong-Dong, Seoul, Korea.
Jae-Min Seol , University of Seoul, Jeon-Nong-Dong, Seoul, Korea.
pp. 228-233

Neural Network and Optical Correlators for Infrared Imaging Based Face Recognition (Abstract)

Jacek Mazurkiewicz , Wroclaw University of Technology, Poland
Joanna Bauer , Wroclaw University of Technology, Poland
pp. 234-238

Indexing and Retrieval Medical images based on 2X2 DCT and IDS Compression (Abstract)

A. Zemouri , Centre de Developpement des Technologies Avancees (CDTA), Alger
Z. Brahimi , Centre de Developpement des Technologies Avancees (CDTA), Alger
K. Ait saadi , Centre de Developpement des Technologies Avancees (CDTA), Alger
H. Meraoubi , Centre de Developpement des Technologies Avancees (CDTA), Alger
pp. 239-244

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

Catalin Balescu , National University of Arts, Bucharest
Shuai Zhang , University of Bradford, UK
Daniel Neagu , University of Bradford, UK
pp. 245-250

Detecting LSB Steganography Based on Dynamic Masks (Abstract)

Xiangyang Luo , Information Engineering University, China
Bin Liu , Information Engineering University, China
Fenlin Liu , Information Engineering University, China
pp. 251-255

Active Hypercontours and Contextual Classification (Abstract)

Arkadiusz Tomczyk , Technical University of Lodz Wolczanska, Poland
pp. 256-261

A Half-Eye Wavelet Based Method for Iris Recognition (Abstract)

A. Poursaberi , University of Tehran, Iran
B. N. Araabi , University of Tehran, Iran
pp. 262-267

A Novel Fuzzy Approach to Recognition of Online Persian Handwriting (Abstract)

S. Bagheri Shouraki , University of Technology of Iran
M. Soleymani Baghshah , MS Student of Sharif University of Technology of Iran
S. Kasaei , University of Technology of Iran
pp. 268-273

Mass Flow Measurements based on a Virtual Channel Concept (Abstract)

D. Sankowski , Technical University of Lodz, Lodz, Poland
K. Grudzien , Technical University of Lodz, Lodz, Poland
V. Mosorov , Technical University of Lodz, Lodz, Poland
pp. 274-279

Analysis and Evaluation of Learning Classifier Systems applied to Hyperspectral Image Classification (Abstract)

Martin V. Butz , University of Illinois, US
Jerzy Korczak , Universite Louis Pasteur LSIIT, CNRS Strasbourg, France
David E. Goldberg , University of Illinois, US
Arnaud Quirin , Universite Louis Pasteur LSIIT, CNRS Strasbourg, France
pp. 280-285

Melanocytic Lesion Images Segmentation Enforcing by Spatial Relations Based Declarative Knowledge (Abstract)

Mariusz Paradowski , Wroclaw University of Technology, Poland
Halina Kwasnicka , Wroclaw University of Technology, Poland
pp. 286-291

Modeling Plants Language for definition of L-Systems (Abstract)

Konrad Lukasik , Wroclaw University of Technology, Poland
Elzbieta Hudyma , Wroclaw University of Technology, Poland
pp. 292-296
VI. Optimization, Scheduling and Heuristics

A Hierarchical Parallel Placement Technique based on Genetic Algorithm (Abstract)

Masaya Yoshikawa , Ritsumeikan University, Japan
Hidekazu Terai , Ritsumeikan University, Japan
pp. 302-307

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

Fang Wang , South-west China Normal University,Chongqing,China
Yuhui Qiu , South-west China Normal University,Chongqing,China
pp. 308-313

Interactive Particle Swarm Optimization (Abstract)

Janos Abonyi , University of Veszprem, Hungary
Ferenc Szeifert , University of Veszprem, Hungary
Janos Madar , University of Veszprem, Hungary
pp. 314-319

Flocking of Subpopulations in Distributed Genetic Programming (Abstract)

Giedrius Paulikas , Kaunas University of Technology, Kaunas, Lithuania
Dalius Rubliauskas , Kaunas University of Technology, Kaunas, Lithuania
pp. 320-325

A Hybrid Evolutionary Algorithm for some Discrete Optimization Problems (Abstract)

Wojciech Boyzejko , Wroclaw University of Technology, Poland
Mieczyslaw Wodecki , Wroclaw University of Technology, Poland
pp. 326-331

Hybrid Fuzzy-Genetic Algorithm Approach for Crew Grouping (Abstract)

Ajith Abraham , Chung-Ang University, Seoul, Korea
Hongbo Liu , Dalian University of Technology, Dalian, China
Zhanguo Xu , Dalian University of Technology, Dalian, China
pp. 332-337

IDEAS: Intrusion Detection based on Emotional Ants for Sensors (Abstract)

Soumya Banerjee , Institute of Management Studies, India
Ajith Abraham , Chung-Ang University, Korea
Crina Grosan , Department of Computer Science, Babe-Bolyai University, Romania
pp. 344-349

Variable Size Population in Parallel Evolutionary Algorithms (Abstract)

Gabriela F. Minetti , Universidad Nacional de La Pampa, Argentina
Hugo A. Alfonso , Universidad Nacional de La Pampa, Argentina
pp. 350-355

Discovering Effective Strategies for the Iterated Prisoner?s Dilemma using Genetic Algorithms (Abstract)

Tomasz Filak , Wroclaw University of Technology, Poland
Halina Kwasnicka , Wroclaw University of Technology, Poland
Michal Glomba , Wroclaw University of Technology, Poland
pp. 356-363
VII. Intelligent Control and Infrastructure

Modern Control Approach for Robotic Wheelchair with Inverse Pendulum Control (Abstract)

Yoshihiko Takahashi , Kanagawa Institute of Technolog
Otsushiro Tsubouchi , Kanagawa Institute of Technology
pp. 364-369

Fuzzy Flight Control System for Helicopter Intelligence in Hover (Abstract)

Michal Lower , Wroclaw University of Technology, Poland
Dariusz Krol , Wroclaw University of Technology, Poland
Boguslaw Szlachetko , Wroclaw University of Technology, Poland
pp. 370-374

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

Shruti Patil , University of Nevada Las Vegas, USA
Ajith Abraham , Chung Ang University, Korea
V. Muthukumar , University of Nevada Las Vegas, USA
Ashwini Raina , S.P.C.E, India
pp. 375-380

Structured Platform for Multiple Virtual Machines (Abstract)

ChanSung Jung , Dongguk University
Seman Oh , Dongguk University
pp. 381-386

Parallel Telemetric Data Warehouse Balancing Algorithm (Abstract)

Marcin Gorawski , Silesian University of Technology
Robert Chechelski , Silesian University of Technology
pp. 387-392

Representing Users in a Travel Support System (Abstract)

Maciej Gawinecki , Adam Mickiewicz University, Poznan, Poland
Minor Gordon , Technical University of Berlin, Berlin, Germany
Marcin Paprzycki , OSU, Tulsa, OK, USA
Zygmunt Vetulani , Adam Mickiewicz University, Poznan, Poland
pp. 393-399
Special Session: Classifiers and Information Fusion (CIF'05)

Combining Character Classifiers Using Member Classifiers Assessment (Abstract)

Jerzy Sas , Wroclaw University of Technology, Poland
Michal Luzyna , Wroclaw University of Technology, Poland
pp. 400-405

Support Vector Machines in Handwritten Digits Classification (Abstract)

Pawel Kubacki , Wroclaw University of Technology, Poland
Urszula Markowska-Kaczmar , Wroclaw University of Technology, Poland
pp. 406-411

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

Jacek Ilow , Dalhousie University, Halifax, Nova Scotia, Canada
Hussam Al-Hertani , Dalhousie University, Halifax, Nova Scotia, Canada
pp. 412-419
Special Session: Rough Sets - Theory and Applications

Some Remarks on Computing Consistent Extensions of Dynamic Information Systems (Abstract)

Krzysztof Pancerz , University of Information Technology andManagement, Rzeszow, Poland
Zbigniew Suraj , University of Information Technology andManagement, Rzeszow, Poland
pp. 420-425

Data Mining Analysis of Granular Bed Caking during Hop Extraction (Abstract)

Teresa Mroczek , University of Information Technology and Management, Rzeszow, Poland
Jerzy W. Grzymala-Busse , University of Kansas, US
Edward Roj , Fertilizer Research Institute, Pulawy, Poland
Zdzislaw S. Hippe , University of Information Technology and Management,Rzeszow, Poland
Boleslaw Skowronski , Fertilizer Research Institute, Pulawy, Poland
pp. 426-431

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

Jerzy Stefanowski , Poznan University of Technology, Poland
Slawomir Nowaczyk , Lund University, Sweden
pp. 432-437

Comparative Evaluation on Concept Approximation Approaches (Abstract)

Liying Jiang , University of Nebraska - Lincoln, US
Jitender Deogun , University of Nebraska - Lincoln, US
pp. 438-443

Automatic Classification of Singing Voice Quality (Abstract)

Pawel Zwan , Gdansk University of Technology, Poland
Bozena Kostek , Gdansk University of Technology, Poland
pp. 444-449

Finding Reducts Without Building the Discernibility Matrix (Abstract)

Marcin Korze , Technical University of Szczecin, Poland
Szymon Jaroszewicz , Technical University of Szczecin, Poland
pp. 450-455

Using rough sets to edit training set in k-NN method (Abstract)

Yaimara Pizano , Universidad de Camaguey, Cuba
Simone Joseph , Universidad de Camaguey, Cuba
Yaile Caballero , Universidad de Camaguey, Cuba
Yuniesky Lezcano , Universidad de Camaguey, Cuba
Maria M Garcia , Universidad Central de Las Villas, Cuba
Rafael Bello , Universidad Central de Las Villas, Cuba
pp. 456-463
International Workshop on Recommender Agents and Adaptive Web-Based Systems (RAAWS'05)

Applying SVD on Item-based Filtering (Abstract)

Konstantinos G. Margaritis , University of Macedonia, Thessaloniki, Greece
Manolis G. Vozalis , University of Macedonia, Thessaloniki, Greece
pp. 464-469

Bookmark Shared System Using Agent Systems (Abstract)

Yasuo NAGAI , Tokyo University of Information Sciences, Japan
Kazunori INOUE , Tokyo University of Information Sciences, Japan
pp. 470-475

Changeability of Web Objects - Browser Perspective (Abstract)

Andrzej Sieminski , Technical University of Wroclaw, Poland
pp. 476-481

The Influence of Indirect Association Rules on Recommendation Ranking Lists (Abstract)

Katarzyna Kuzminska , Wroclaw University of Technology, Poland
Przemyslaw Kazienko , Wroclaw University of Technology, Poland
pp. 482-487

Swarm-based Sequencing Recommendations in E-learning (Abstract)

Jocelyn Manderveld , The Open University of the Netherlands
Hub Kurvers , The Open University of the Netherlands
Colin Tattersall , The Open University of the Netherlands
Bert Van den Berg , The Open University of the Netherlands
Rene Van Es , The Open University of the Netherlands
Rob Koper , The Open University of the Netherlands
Jose Janssen , The Open University of the Netherlands
Francis Brouns , The Open University of the Netherlands
pp. 488-493

A Hybrid Movie Recommender System Based on Neural Networks (Abstract)

Christina Christakou , National Technical University of Athens, Greece
Andreas Stafylopatis , National Technical University of Athens, Greece
pp. 500-505

Sharing User Models for Adaptive Hypermedia Applications (Abstract)

Maria Bielikova , Slovak University of Technology in Bratislava, Slovakia
Jaroslav Kuruc , Slovak University of Technology in Bratislava, Slovakia
pp. 506-513
International Workshop on Financial Data Mining (FDM'05)

Using Gain Ratio Distance (GRD) to induce clustering (Abstract)

Dalton Francisco de Andrade , Federal University of Santa Catarina, Brazil
Claudio Ratke , Federal University of Santa Catarina, Brazil
pp. 514-519

Adapting Particle Swarm Optimization to Stock Markets (Abstract)

Jovita Nenortaite , Vilnius University, Lithuania
Rimvydas Simutis , Vilnius University, Lithuania
pp. 520-525

DSFM fitting of Implied Volatility Surfaces (Abstract)

Matthias Fengler , Humboldt-Universitat zu Berlin, Germany
Szymon Borak , Humboldt-Universitat zu Berlin, Germany
Wolfgang Hiirdle , Humboldt-Universitat zu Berlin, Germany
pp. 526-531

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

Nicola Bruti Liberati , University of Technology, Sydney
Filippo Martini , University of Technology, Sydney
pp. 532-537

Early Warning in On-line Stock Trading Systems (Abstract)

Piotr Lipinski , University of Wroclaw, Wroclaw, Poland
Jerzy Korczak , Universite Louis Pasteur, Strasbourg, France
pp. 538-545
International Workshop on Evolutionary Optimization Design and Applications (EMODA'05)

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

Masahiro Murakawa , ASRC, National Institute of Advanced Industrial Science and Technology (AIST), Japan
Nobuharu Murata , Toho University, Japan
Tatsumi Furuya , Toho University, Japan
Hirokazu Nosato , ASRC, National Institute of Advanced Industrial Science and Technology (AIST), Japan
pp. 546-551

Multiobjective Optimization Using Adaptive Pareto Archived Evolution Strategy (Abstract)

Ajith Abraham , Chung-Ang University, S. Korea
Mario Koppen , Fraunhofer IPK Berlin, Germany
Crina Grosan , Babes-Bolyai University, Romania
Mihai Oltean , Babes-Bolyai University, Romania
pp. 558-563

Managing of Cooperative Genetic Algorithms by Intelligent Agent (Abstract)

Magdalena Gierusz , Wroclaw University of Technology, Poland
Halina Kwasnicka , Wroclaw University of Technology, Poland
pp. 564-569
Author Index

Author Index (Abstract)

pp. 570
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