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ISDA 2005: Wroclaw, Poland
- Proceedings of the Fifth International Conference on Intelligent Systems Design and Applications (ISDA 2005), 8-10 September 2005, Wroclaw, Poland. IEEE Computer Society 2005, ISBN 0-7695-2286-6
Cover
- Title Page.
- Copyright.
Introduction
- Foreword.
- Welcome.
I. Data Mining, Knowledge Management and Information Analysis
- Irene Luque Ruiz
, Gonzalo Cerruela García
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
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
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
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
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
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
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
APS: Agent's LearningWith Imperfect Recall. 172 - Maciej Piasecki
Logo -The Modular Conversational Agent Understanding Polish. 178-185
IV. Computational Intelligence in Management
- Vladimír Olej, Jirí 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
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
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 - Mahdiyeh Soleymani-Baghshah, Saeed Bagheri Shouraki, Shohreh Kasaei
A Novel Fuzzy Approach to Recognition of Online Persian Handwriting. 268-273 - Dominik Sankowski
Mass Flow Measurements based on a Virtual Channel Concept. 274-279 - Arnaud Quirin
Analysis and Evaluation of Learning Classifier Systems applied to Hyperspectral Image Classification. 280-285 - Halina Kwasnicka
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
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
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
IDEAS: Intrusion Detection based on Emotional Ants for Sensors. 344-349 - Gabriela F. Minetti
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
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
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
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
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
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
Automatic Classification of Singing Voice Quality. 444-449 - Marcin Korzen
Finding Reducts Without Building the Discernibility Matrix. 450-455 - Yaile Caballero
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
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
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 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
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
Multiobjective Optimization Using Adaptive Pareto Archived Evolution Strategy. 558-563 - Halina Kwasnicka
Managing of Cooperative Genetic Algorithms by Intelligent Agent. 564-569
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