ISDA 2005: Wroclaw, Poland

Cover

• Title Page.
  
• Copyright.
  

Introduction

• Foreword.
  
• Welcome.
  

I. Data Mining, Knowledge Management and Information Analysis

• Irene Luque Ruiz, Gonzalo Cerruela García, Manuel Urbano-Cuadrado, Miguel Ángel Gómez-Nieto:
  New Models for the Clustering of Large Databases through a Hierarchical Paradigm. 2-7
  
• Yi Wang, Huiwen Deng, Zheng Chen:
  Adaptive Fuzzy Logic Controller with Rule-based Changeable Universe Of Discourse for a Nonlinear MIMO System. 8-13
  
• Mariko Matsumoto, Yusuke Nonomura, Takenao Ohkawa:
  Automatic profile extraction based on frequency distribution of atoms for retrieving similar interaction protein. 14-19
  
• Perttu Laurinen, Lauri Tuovinen, Juha Röning:
  Smart Archive: a Component-based Data Mining Application Framework. 20-25
  
• Daniel Neagu, Marian Viorel Craciun, Silviu A. Stroia, Severin Bumbaru:
  Hybrid Intelligent Systems for Predictive Toxicology - a Distributed Approach. 26-31
  
• Sebastián A. Ríos, Juan D. Velásquez, Eduardo S. Vera, Hiroshi Yasuda, Terumasa Aoki:
  Improving the web text content by extracting significant pages into a Web Site. 32-36
  
• R. P. Jagadeesh Chandra Bose, S. H. Srinivasan:
  mRegistry: A Registry Representation for Fault Diagnosis. 37-42
  
• Pawel P. Mazur:
  Text Segmentation in Polish. 43-48
  
• Krzysztof Grudzien, Andrzej Romanowski, Dominik Sankowski, Robert G. Aykroyd, Richard A. Williams:
  Advanced statistical Computing for Capacitance Tomography as a Monitoring and Control Tool. 49-54
  
• Ewa Lukasik:
  Towards Timbre-Driven Semantic Retrieval of Violins. 55-60
  
• Lukasz Jastrzebski, Maciej Piasecki, Grzegorz Strzelecki:
  Distributed Service - Oriented Architecture for Information Extraction System "Semanta". 61-66
  
• Zeina Chedrawy, Syed Sibte Raza Abidi:
  An Intelligent Knowledge Sharing Strategy Featuring Item-Based Collaborative Filtering and Case Based Reasoning. 67-72
  
• Khalil Shihab:
  Modeling Groundwater Quality with Bayesian Techniques. 73-78
  
• Nuannuan Zong, Feng Gui, Malek Adjouadi:
  A New Clustering Algorithm of Large Datasets with O(N) Computational Complexity. 79-83
  

II. Connectionists Paradigms and Machine Learning

• Manuel Caeiro Rodríguez, Martín Llamas Nistal, Luis E. Anido-Rifón:
  Meta-modeling for Computer-supported Group-based Learning Design. 84-89
  
• Tymoteusz Bilyk:
  The Verification's Criterion of Learning Algorithm. 90-93
  
• Taiji Suzuki, Takamasa Koshizen, Kazuyuki Aihara, Hiroshi Tsujino:
  Learning to estimate user interest utilizing the variational Bayes estimator. 94-99
  
• Krzysztof Michalak, Rafal Raciborski:
  Dynamic Correlation Approach to Early Stopping in Artificial Neural Network Training. Macroeconomic Forecasting Example. 100-105
  
• Urszula Markowska-Kaczmar:
  The Influence of Parameters in Evolutionary Based Rule Extraction Method from Neural Network. 106-111
  
• Tomasz Walkowiak:
  Sequential Classification of Probabilistic Independent Feature Vectors by Mixture Models. 112-117
  
• Adrian Horzyk:
  Unsupervised Clustering using Self-Optimizing Neural Networks. 118-123
  
• Olgierd Unold, Lukasz Cielecki:
  How to use crowding selection in Grammar-based Classifier System. 124-129
  
• Adrian Horzyk, Ewa Dudek-Dyduch:
  Effectiveness of Artificial Neural Networks Adaptation According to Time Period of Training Data Acquisition. 130-135
  
• Reza Asgary, Karim Mohammadi:
  Using Fuzzy Probabilistic Neural Network for Fault Detection in MEMS. 136-140
  
• Krzysztof Zatwarnicki:
  Proposal of a neuro-fuzzy model of a WWWserver. 141-147
  

III. Agent Architectures and Distributed Intelligence

• Klaus ten Hagen, Marko Modsching, Ronny Kramer:
  A city guide agent creating and adapting individual sightseeing tours. 148-153
  
• Jaroslaw Was:
  Cellular Automata Model of Pedestrian Dynamics for Normal and Evacuation Conditions. 154-159
  
• Tanveer J. Siddiqui, Uma Shanker Tiwary:
  Integrating Notion of Agency and Semantics in Information Retrieval: An intelligent multi-agent model. 160-165
  
• Mehdi Shajari, Ali A. Ghorbani:
  Agent-oriented Design for Network Survivability. 166-171
  
• Damian Dudek, Michal Kubisz, Aleksander Zgrzywa:
  APS: Agent's LearningWith Imperfect Recall. 172
  
• Maciej Piasecki, Ireneusz Matysiak, Anna Rusak:
  Logo -The Modular Conversational Agent Understanding Polish. 178-185
  

IV. Computational Intelligence in Management

• Vladimír Olej, Jiri Krupka:
  Prediction of Gross Domestic Product Development by Takagi-Sugeno Fuzzy Inference Systems. 186-191
  
• Md. Rafiul Hassan, Baikunth Nath:
  StockMarket Forecasting Using Hidden Markov Model: A New Approach. 192-196
  
• Danuta Zakrzewska, Jan Murlewski:
  Clustering Algorithms for Bank Customer Segmentation. 197-202
  
• Dovile Vojevodina, Genadijus Kulvietis, Paul Bindokas:
  The Method for E-business Exception Handling. 203-208
  
• Takashi Matsuhisa:
  Welfare Economy on Belief in Data Mining - A rough set theoretical approach. 209-215
  

V. Image Processing and Understanding

• Filip Lukaszewski, Konrad Nagorko:
  Pattern Classification with Incremental Class Learning and Hidden Markov Models. 216-221
  
• Marcin Borkowski:
  Application of Genetic Algorithm to Pattern Extraction. 222-227
  
• Jae-Min Seol, Seong-Whan Kim:
  A Scalable Fingerprinting Scheme for Tracing Traitors/Colluders in Large Scale Contents Distribution Environments. 228-233
  
• Joanna Bauer, Jacek Mazurkiewicz:
  Neural Network and Optical Correlators for Infrared Imaging Based Face Recognition. 234-238
  
• Karima Ait Saadi, A. Zemouri, Zahia Brahimi, H. Meraoubi:
  Indexing and Retrieval Medical images based on 2X2 DCT and IDS Compression. 239-244
  
• Daniel Neagu, Shuai Zhang, Catalin Balescu:
  A Multi-Label Voting Algorithm for Neuro-Fuzzy Classifier Ensembles with Applications in Visual Arts Data Mining. 245-250
  
• Xiangyang Luo, Bin Liu, Fenlin Liu:
  Detecting LSB Steganography Based on Dynamic Masks. 251-255
  
• Arkadiusz Tomczyk:
  Active Hypercontours and Contextual Classification. 256-261
  
• Ahmad Poursaberi, Babak Nadjar Araabi:
  A Half-Eye Wavelet Based Method for Iris Recognition. 262-267
  
• Mahdieh Soleymani Baghshah, Saeed Bagheri Shouraki, Shohreh Kasaei:
  A Novel Fuzzy Approach to Recognition of Online Persian Handwriting. 268-273
  
• Dominik Sankowski, Volodymyr Mosorov, Krzysztof Grudzien:
  Mass Flow Measurements based on a Virtual Channel Concept. 274-279
  
• Arnaud Quirin, Jerzy J. Korczak, Martin V. Butz, David E. Goldberg:
  Analysis and Evaluation of Learning Classifier Systems applied to Hyperspectral Image Classification. 280-285
  
• Halina Kwasnicka, Mariusz Paradowski:
  Melanocytic Lesion Images Segmentation Enforcing by Spatial Relations Based Declarative Knowledge. 286-291
  
• Konrad Lukasik, Elzbieta Hudyma:
  Modeling Plants Language for definition of L-Systems. 292-296
  
• Ryszard Tadeusiewicz, Marek R. Ogiela:
  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. 297-301
  

VI. Optimization, Scheduling and Heuristics

• Masaya Yoshikawa, Hidekazu Terai:
  A Hierarchical Parallel Placement Technique based on Genetic Algorithm. 302-307
  
• Fang Wang, Yuhui Qiu:
  Empirical Study of Hybrid Particle Swarm Optimizers with the Simplex Method Operator. 308-313
  
• János Madár, János Abonyi, Ferenc Szeifert:
  Interactive Particle Swarm Optimization. 314-319
  
• Giedrius Paulikas, Dalius Rubliauskas:
  Flocking of Subpopulations in Distributed Genetic Programming. 320-325
  
• Wojciech Bozejko, Mieczyslaw Wodecki:
  A Hybrid Evolutionary Algorithm for some Discrete Optimization Problems. 326-331
  
• Hongbo Liu, Zhanguo Xu, Ajith Abraham:
  Hybrid Fuzzy-Genetic Algorithm Approach for Crew Grouping. 332-337
  
• Pawel B. Myszkowski:
  New evolutionary approach to the GCP: a premature convergence and an evolution process character. 338-343
  
• Soumya Banerjee, Crina Grosan, Ajith Abraham:
  IDEAS: Intrusion Detection based on Emotional Ants for Sensors. 344-349
  
• Gabriela F. Minetti, Hugo Alfonso:
  Variable Size Population in Parallel Evolutionary Algorithms. 350-355
  
• Michal Glomba, Tomasz Filak, Halina Kwasnicka:
  Discovering Effective Strategies for the Iterated Prisoner's Dilemma using Genetic Algorithms. 356-363
  

VII. Intelligent Control and Infrastructure

• Yoshihiko Takahashi, Otsushiro Tsubouchi:
  Modern Control Approach for Robotic Wheelchair with Inverse Pendulum Control. 364-369
  
• Michal Lower, Boguslaw Szlachetko, Dariusz Król:
  Fuzzy Flight Control System for Helicopter Intelligence in Hover. 370-374
  
• Ashwini Raina, Shruti Patil, Venkatesan Muthukumar, Ajith Abraham:
  HAUNT-24: 24-bit Hierarchical, Application-Confined Unique Naming Technique. 375-380
  
• ChanSung Jung, Seman Oh:
  Structured Platform for Multiple Virtual Machines. 381-386
  
• Marcin Gorawski, Robert Chechelski:
  Parallel Telemetric Data Warehouse Balancing Algorithm. 387-392
  
• Maciej Gawinecki, Zygmunt Vetulani, Minor Gordon, Marcin Paprzycki:
  Representing Users in a Travel Support System. 393-399
  

Special Session: Classifiers and Information Fusion (CIF'05)

• Jerzy Sas, Michal Luzyna:
  Combining Character Classifiers Using Member Classifiers Assessment. 400-405
  
• Urszula Markowska-Kaczmar, Pawel Kubacki:
  Support Vector Machines in Handwritten Digits Classification. 406-411
  
• Hussam Al-Hertani, Jacek Ilow:
  Pattern Recognition Based Detection and Localization in a Network of Randomly Distributed Sensor Nodes. 412-419
  

Special Session: Rough Sets - Theory and Applications

• Zbigniew Suraj, Krzysztof Pancerz:
  Some Remarks on Computing Consistent Extensions of Dynamic Information Systems. 420-425
  
• Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Teresa Mroczek, Edward Rój, Boleslaw Skowronski:
  Data Mining Analysis of Granular Bed Caking during Hop Extraction. 426-431
  
• Jerzy Stefanowski, Slawomir Nowaczyk:
  On Using Rule Induction in Multiple Classifiers with a Combiner Aggregation Strategy. 432-437
  
• Jitender S. Deogun, Liying Jiang:
  Comparative Evaluation on Concept Approximation Approaches. 438-443
  
• Bozena Kostek, Pawel Zwan:
  Automatic Classification of Singing Voice Quality. 444-449
  
• Marcin Korzen, Szymon Jaroszewicz:
  Finding Reducts Without Building the Discernibility Matrix. 450-455
  
• Yaile Caballero, Simone Joseph, Yuniesky Lezcano, Rafael Bello, María M. García, Yaimara Pizano:
  Using rough sets to edit training set in k-NN method. 456-463
  

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

• Manolis G. Vozalis, Konstantinos G. Margaritis:
  Applying SVD on Item-based Filtering. 464-469
  
• Yasuo Nagai, Kazunori Inoue:
  Bookmark Shared System Using Agent Systems. 470-475
  
• Andrzej Sieminski:
  Changeability of Web Objects - Browser Perspective. 476-481
  
• Przemyslaw Kazienko, Katarzyna Kuzminska:
  The Influence of Indirect Association Rules on Recommendation Ranking Lists. 482-487
  
• Bert van den Berg, René van Es, Colin Tattersall, José Janssen, Jocelyn Manderveld, Francis Brouns, Hub Kurvers, Rob Koper:
  Swarm-based Sequencing Recommendations in E-learning. 488-493
  
• Janusz Sobecki:
  Implementation of consensus-based hybrid recommendation in different web-based systems. 494-499
  
• Christina Christakou, Andreas Stafylopatis:
  A Hybrid Movie Recommender System Based on Neural Networks. 500-505
  
• Mária Bieliková, Jaroslav Kuruc:
  Sharing User Models for Adaptive Hypermedia Applications. 506-513
  

International Workshop on Financial Data Mining (FDM'05)

• Claudio Ratke, Dalton Francisco de Andrade:
  Using Gain Ratio Distance (GRD) to induce clustering. 514-519
  
• Jovita Nenortaite, Rimvydas Simutis:
  Adapting Particle Swarm Optimization to Stock Markets. 520-525
  
• Szymon Borak, Matthias Fengler, Wolfgang Hiirdle:
  DSFM fitting of Implied Volatility Surfaces. 526-531
  
• Nicola Bruti Liberati, Filippo Martini:
  A Multi-point Distributed Random Variable Accelerator for Monte Carlo Simulation in Finance. 532-537
  
• Piotr Lipinski, Jerzy J. Korczak:
  Early Warning in On-line Stock Trading Systems. 538-545
  

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

• Nobuharu Murata, Tatsumi Furuya, Hirokazu Nosato, Masahiro Murakawa:
  An Automatic Multi-objective Adjustment System for Optical Axes using Genetic Algorithms. 546-551
  
• Joshua D. Knowles:
  A summary-attainment-surface plotting method for visualizing the performance of stochastic multiobjective optimizers. 552-557
  
• Mihai Oltean, Crina Grosan, Ajith Abraham, Mario Köppen:
  Multiobjective Optimization Using Adaptive Pareto Archived Evolution Strategy. 558-563
  
• Halina Kwasnicka, Magdalena Gierusz:
  Managing of Cooperative Genetic Algorithms by Intelligent Agent. 564-569
  

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