9. ICAISC 2008: Zakopane, Poland

Neural Networks and Their Applications

• Andrzej Bielecki, Marzena Bielecka, Anna Chmielowiec:
  Input Signals Normalization in Kohonen Neural Networks. 3-10
  
• Jaroslaw Bilski, Jacek Smolag:
  Parallel Realisation of the Recurrent RTRN Neural Network Learning. 11-16
  
• Jaroslaw Drapala, Jerzy Swiatek, Krzysztof Brzostowski:
  Stable Learning Algorithm of Global Neural Network for Identification of Dynamic Complex Systems. 17-27
  
• Ewa Dudek-Dyduch, Adrian Horzyk:
  The Influence of Training Data Availability Time on Effectiveness of ANN Adaptation Process. 28-39
  
• Marian B. Gorzalczany, Filip Rudzinski:
  WWW-Newsgroup-Document Clustering by Means of Dynamic Self-organizing Neural Networks. 40-51
  
• Petr Hájek, Vladimír Olej:
  Municipal Creditworthiness Modelling by Kohonen's Self-organizing Feature Maps and LVQ Neural Networks. 52-61
  
• Krzysztof Halawa:
  Fast and Robust Way of Learning the Fourier Series Neural Networks on the Basis of Multidimensional Discrete Fourier Transform. 62-70
  
• Jerzy Jelonkiewicz, Andrzej Przybyl:
  Accuracy Improvement of Neural Network State Variable Estimator in Induction Motor Drive. 71-77
  
• Malgorzata Kretowska:
  Ensemble of Dipolar Neural Networks in Application to Survival Data. 78-88
  
• Boris Kryzhanovsky, Vladimir Kryzhanovsky:
  Binary Optimization: On the Probability of a Local Minimum Detection in Random Search. 89-100
  
• Adam Krzyzak, Dominik Schäfer:
  Nonlinear Function Learning Using Radial Basis Function Networks: Convergence and Rates. 101-110
  
• Maciej Lawrynczuk, Piotr Tatjewski:
  Efficient Predictive Control Integrated with Economic Optimisation Based on Neural Models. 111-122
  
• Piotr Przystalka:
  Model-Based Fault Detection and Isolation Using Locally Recurrent Neural Networks. 123-134
  
• Dariusz Puchala, Mykhaylo Yatsymirskyy:
  Neural Network in Fast Adaptive Fourier Descriptor Based Leaves Classification. 135-145
  
• Ewaryst Rafajlowicz:
  Improving the Efficiency of Counting Defects by Learning RBF Nets with MAD Loss. 146-153
  
• Andrzej Rusiecki:
  Robust MCD-Based Backpropagation Learning Algorithm. 154-163
  
• Jaroslaw Skaruz, Franciszek Seredynski:
  Some Issues on Intrusion Detection in Web Applications. 164-174
  
• Tomasz Walkowiak, Jacek Mazurkiewicz:
  Neural Network Device for Reliability and Functional Analysis of Discrete Transport System. 175-185
  
• Zenon Waszczyszyn, Marek Slonski:
  Maximum of Marginal Likelihood Criterion instead of Cross-Validation for Designing of Artificial Neural Networks. 186-194
  

Fuzzy Systems and Their Applications

• Lukasz Bartczuk, Danuta Rutkowska:
  Type-2 Fuzzy Decision Trees. 197-206
  
• Krzysztof Cpalka, Leszek Rutkowski:
  An Application of Weighted Triangular Norms to Complexity Reduction of Neuro-fuzzy Systems. 207-216
  
• Boguslaw Cyganek:
  Real-Time Road Signs Tracking with the Fuzzy Continuously Adaptive Mean Shift Algorithm. 217-228
  
• Ludmila Dymova, Izabela Róg, Pavel V. Sevastjanov:
  A New Method for Decision Making in the Intuitionistic Fuzzy Setting. 229-240
  
• Janusz Kacprzyk, Anna Wilbik:
  Linguistic Summarization of Time Series Using Fuzzy Logic with Linguistic Quantifiers: A Truth and Specificity Based Approach. 241-252
  
• Jacek Kluska:
  TS Fuzzy Rule-Based Systems with Polynomial Membership Functions. 253-264
  
• Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer:
  From Ensemble of Fuzzy Classifiers to Single Fuzzy Rule Base Classifier. 265-272
  
• Piotr M. Marusak:
  Efficient Fuzzy Predictive Economic Set-Point Optimizer. 273-284
  
• Adam Niewiadomski:
  Imprecision Measures for Type-2 Fuzzy Sets: Applications to Linguistic Summarization of Databases. 285-294
  
• Andrzej Pieczynski, Silva Robak:
  Assessing the Non-technical Service Aspects by Using Fuzzy Methods. 295-305
  
• Piotr Prokopowicz:
  Adaptation of Rules in the Fuzzy Control System Using the Arithmetic of Ordered Fuzzy Numbers. 306-316
  
• Rafal Scherer:
  Regression Modeling with Fuzzy Relations. 317-323
  
• Artur Starczewski:
  A New Approach to Creating Multisegment Fuzzy Systems. 324-332
  
• Janusz Starczewski:
  On Defuzzification of Interval Type-2 Fuzzy Sets. 333-340
  
• Ewa Straszecka:
  Combining Basic Probability Assignments for Fuzzy Focal Elements. 341-350
  
• Eulalia Szmidt, Janusz Kacprzyk:
  Using Intuitionistic Fuzzy Sets in Text Categorization. 351-362
  

Evolutionary Algorithms and Their Applications

• Konstantinos Bousmalis, Jeffrey O. Pfaffmann, Gillian M. Hayes:
  Improving Evolutionary Algorithms with Scouting: High-Dimensional Problems. 365-375
  
• Marco Antonio Cruz-Chavez, Ocotlán Díaz-Parra, David Juárez-Romero, Martín G. Martínez-Rangel:
  Memetic Algorithm Based on a Constraint Satisfaction Technique for VRPTW. 376-387
  
• Rafal Drezewski, Leszek Siwik:
  Agent-Based Co-Operative Co-Evolutionary Algorithm for Multi-Objective Optimization. 388-397
  
• Marcin Gabryel, Leszek Rutkowski:
  Evolutionary Methods for Designing Neuro-fuzzy Modular Systems Combined by Bagging Algorithm. 398-404
  
• Marcin Korytkowski, Marcin Gabryel, Leszek Rutkowski, Stanislaw Drozda:
  Evolutionary Methods to Create Interpretable Modular System. 405-413
  
• Stefan Kotowski, Witold Kosinski, Zbigniew Michalewicz, Jakub Nowicki, Bartosz Przepiórkiewicz:
  Fractal Dimension of Trajectory as Invariant of Genetic Algorithms. 414-425
  
• Marek Kretowski, Piotr Popczynski:
  Global Induction of Decision Trees: From Parallel Implementation to Distributed Evolution. 426-437
  
• Laura Lanzarini, Victoria Leza, Armando De Giusti:
  Particle Swarm Optimization with Variable Population Size. 438-449
  
• Urszula Markowska-Kaczmar, Halina Kwasnicka, Marcin Szczepkowski:
  Genetic Algorithm as a Tool for Stock Market Modelling. 450-459
  
• Przemyslaw Pretki, Andrzej Obuchowicz:
  Robustness of Isotropic Stable Mutations in a General Search Space. 460-468
  
• Fatemeh Razavi, Farhang Jalali-Farahani:
  Ant Colony Optimization: A Leading Algorithm in Future Optimization of Petroleum Engineering Processes. 469-478
  
• Adam Slowik, Michal Bialko:
  Design and Multi-Objective Optimization of Combinational Digital Circuits Using Evolutionary Algorithm with Multi-Layer Chromosomes. 479-488
  
• Jolanta Socala, Witold Kosinski:
  On Convergence of a Simple Genetic Algorithm. 489-498
  
• Krzysztof Trojanowski:
  Tuning Quantum Multi-Swarm Optimization for Dynamic Tasks. 499-510
  

Classification, Rule Discovery and Clustering

• Marek Bundzel, Peter Sincak:
  Ensembling Classifiers Using Unsupervised Learning. 513-521
  
• Ireneusz Czarnowski, Piotr Jedrzejowicz:
  A Framework for Adaptive and Integrated Classification. 522-532
  
• Krzysztof Dembczynski, Wojciech Kotlowski, Roman Slowinski:
  Solving Regression by Learning an Ensemble of Decision Rules. 533-544
  
• Krzysztof Grabczewski, Norbert Jankowski:
  Meta-learning with Machine Generators and Complexity Controlled Exploration. 545-555
  
• Salvatore Greco, Roman Slowinski, Izabela Szczech:
  Assessing the Quality of Rules with a New Monotonic Interestingness Measure Z. 556-565
  
• Marek Grochowski, Wlodzislaw Duch:
  A Comparison of Methods for Learning of Highly Non-separable Problems. 566-577
  
• Karol Grudzinski:
  Towards Heterogeneous Similarity Function Learning for the k-Nearest Neighbors Classification. 578-587
  
• Maciej Hrebien, Józef Korbicz:
  Hough Transform in Music Tunes Recognition Systems. 588-596
  
• Marcin Korzen, Przemyslaw Klesk:
  Maximal Margin Estimation with Perceptron-Like Algorithm. 597-608
  
• Karol Kozak, Katarzyna Stapor:
  Classes of Kernels for Hit Definition in Compound Screening. 609-619
  
• Marek Kurzynski, Aleksander Rewak:
  The GA-Based Bayes-Optimal Feature Extraction Procedure Applied to the Supervised Pattern Recognition. 620-631
  
• Jerzy Martyna:
  Hierarchical SVM Classification for Localization in Multilevel Sensor Networks. 632-642
  
• Tomasz Maszczyk, Wlodzislaw Duch:
  Comparison of Shannon, Renyi and Tsallis Entropy Used in Decision Trees. 643-651
  
• Maciej Morkowski, Robert Nowicki:
  Information Theory Inspired Weighted Immune Classification Algorithm. 652-660
  
• Andrzej Piegat, Marek Landowski:
  Bayes' Rule, Principle of Indifference, and Safe Distribution. 661-670
  
• Ewaryst Rafajlowicz, Ewa Skubalska-Rafajlowicz:
  MAD Loss in Pattern Recognition and RBF Learning. 671-680
  
• Omid Roozmand, Kamran Zamanifar:
  Parallel Ant Miner 2. 681-692
  
• Gabriela Serban, István Gergely Czibula:
  Object-Oriented Software Systems Restructuring through Clustering. 693-704
  
• Rafal Zdunek:
  Data Clustering with Semi-binary Nonnegative Matrix Factorization. 705-716
  
• Abdelhamid Zemirline, Laurent Lecornu, Basel Solaiman, Ahmed Ech-Cherif:
  An Efficient Association Rule Mining Algorithm for Classification. 717-728
  
• Jerzy Sas, Andrzej Zolnierek:
  Comparison of Feature Reduction Methods in the Text Recognition Task. 729-738
  

Image Analysis, Speech and Robotics

• Winai Chonnaparamutt, Emilia I. Barakova:
  Robot Simulation of Sensory Integration Dysfunction in Autism with Dynamic Neural Fields Model. 741-751
  
• Robert Cierniak:
  A Novel Approach to Image Reconstruction Problem from Fan-Beam Projections Using Recurrent Neural Network. 752-761
  
• Mounir Dhibi, Renaud Debon:
  Segmentation of Ultrasound Imaging by Fuzzy Fusion: Application to Venous Thrombosis. 762-770
  
• Leonardo Fermín, Wilfredis Medina Meléndez, Juan C. Grieco, Gerardo Fernández-López:
  Optical Flow Based Velocity Field Control. 771-781
  
• Gábor Gosztolya, László Tóth:
  Detection of Phoneme Boundaries Using Spiking Neurons. 782-793
  
• Bartosz Jablonski:
  Geometric Structure Filtering Using Coupled Diffusion Process and CNN-Based Approach. 794-805
  
• Sonia Kefi, Ines Barhoumi, Ilhem Kallel, Adel M. Alimi:
  MARCoPlan: MultiAgent Remote Control for Robot Motion Planning. 806-817
  
• Mariusz Kubanek, Szymon Rydzek:
  A Hybrid Method of User Identification with Use Independent Speech and Facial Asymmetry. 818-827
  
• Rosana Matuk Herrera:
  Multilayer Perceptrons for Bio-inspired Friction Estimation. 828-838
  
• Hanane H. Mirza, Hien D. Thai, Zensho Nakao:
  Color Image Watermarking and Self-recovery Based on Independent Component Analysis. 839-849
  
• Han-Saem Park, Sung-Bae Cho:
  A Fuzzy Rule-Based System with Ontology for Summarization of Multi-camera Event Sequences. 850-860
  
• Pawel Rotter, Andrzej M. J. Skulimowski:
  A New Approach to Interactive Visual Search with RBF Networks Based on Preference Modelling. 861-873
  
• Kamil Stokfiszewski, Piotr S. Szczepaniak:
  An Adaptive Fast Transform Based Image Compression. 874-885
  
• Krzysztof Slot, Jaroslaw Cichosz, Lukasz Bronakowski:
  Emotion Recognition with Poincare Mapping of Voiced-Speech Segments of Utterances. 886-895
  
• Masahiko Taguchi, Kentaro Ishii, Michita Imai:
  Effectiveness of Simultaneous Behavior by Interactive Robot. 896-906
  

Bioinformatics and Medical Applications

• Piotr Augustyniak:
  Quality-Driven Continuous Adaptiation of ECG Interpretation in a Distributed Surveillance System. 909-918
  
• Robert Czabanski, Tomasz Przybyla, Tomasz Pander:
  Detection of Eyes Position Based on Electrooculography Signal Analysis. 919-928
  
• Yilmaz Kiliçaslan, Özlem Uçar, Edip Serdar Güner:
  An NLP-Based 3D Scene Generation System for Children with Autism or Mental Retardation. 929-938
  
• Bozena Malysiak, Alina Momot, Stanislaw Kozielski, Dariusz Mrozek:
  On Using Energy Signatures in Protein Structure Similarity Searching. 939-950
  
• Myriam Mencke, Ismael Rivera, Juan Miguel Gómez, Giner Alor-Hernández, Rubén Posada-Gómez, Ying Liu:
  SYMBIOS: A Semantic Pervasive Services Platform for Biomedical Information Integration. 951-962
  
• L. Montera, M. C. Nicoletti:
  The PCR Primer Design as a Metaheuristic Search Process. 963-973
  
• Krzysztof Cpalka, Olga Rebrova, Tomasz Galkowski, Leszek Rutkowski:
  On Differential Stroke Diagnosis by Neuro-fuzzy Structures. 974-980
  
• Tomasz Soltysinski:
  Novel Quantitative Method for Spleen's Morphometry in Splenomegally. 981-991
  

Various Problems of Artificial Intelligence

• Wojciech Bozejko, Jaroslaw Pempera, Adam Smutnicki:
  Parallel Single-Thread Strategies in Scheduling. 995-1006
  
• Grzegorz Dudek:
  Artificial Immune System for Short-Term Electric Load Forecasting. 1007-1017
  
• Piotr Dziwiñski, Danuta Rutkowska:
  Ant Focused Crawling Algorithm. 1018-1028
  
• Patrik Eklund, Robert Helgesson, Helena Lindgren:
  Towards Refinement of Clinical Evidence Using General Logics. 1029-1040
  
• Marek Grzes, Daniel Kudenko:
  An Empirical Analysis of the Impact of Prioritised Sweeping on the DynaQ's Performance. 1041-1051
  
• Jerzy Józefczyk, Michal Markowski:
  Heuristic Algorithms for Solving Uncertain Routing-Scheduling Problem. 1052-1063
  
• Youngseol Lee, Sung-Bae Cho:
  Life Story Generation Using Mobile Context and Petri Net. 1064-1074
  
• Yu Nishiyama, Sumio Watanabe:
  On the Minima of Bethe Free Energy in Gaussian Distributions. 1075-1086
  
• Joaquín Pérez, Laura Cruz, Rodolfo A. Pazos, Vanesa Landero N., Gerardo Reyes Salgado, Héctor J. Fraire H., Juan Frausto Solís:
  An Application of Causality for Representing and Providing Formal Explanations about the Behavior of the Threshold Accepting Algorithm. 1087-1098
  
• Henryk Piech, Pawel Figat:
  A Method for Evaluation of Compromise in Multiple Criteria Problems. 1099-1108
  
• Izabela Rojek:
  Neural Networks as Prediction Models for Water Intake in Water Supply System. 1109-1119
  
• Agata Pokropinska, Rafal Scherer:
  Financial Prediction with Neuro-fuzzy Systems. 1120-1126
  
• Ryszard Tadeusiewicz, Lidia Ogiela:
  Selected Cognitive Categorization Systems. 1127-1136
  
• Pawel Wawrzynski, Jaroslaw Arabas, Pawel Cichosz:
  Predictive Control for Artificial Intelligence in Computer Games. 1137-1148
  
• Tadeusz Wieczorek, Marcin Blachnik, Krystian Maczka:
  Building a Model for Time Reduction of Steel Scrap Meltdown in the Electric Arc Furnace (EAF): General Strategy with a Comparison of Feature Selection Methods. 1149-1159
  
• Roman Zajdel:
  Epoch-Incremental Queue-Dyna Algorithm. 1160-1170
  

Agent Systems

• Agnieszka Cieslik, Maria Ganzha, Marcin Paprzycki:
  Utilizing Open Travel Alliance-Based Ontology of Golf in an Agent-Based Travel Support System. 1173-1184
  
• Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
  Collaborative Recommendations Using Bayesian Networks and Linguistic Modelling. 1185-1197
  
• Dieter Vanderelst, Emilia I. Barakova:
  Autonomous Parsing of Behavior in a Multi-agent Setting. 1198-1209
  
• Grzegorz Frackowiak, Maria Ganzha, Maciej Gawinecki, Marcin Paprzycki, Michal Szymczak, Myon-Woong Park, Yo-Sub Han:
  On Resource Profiling and Matching in an Agent-Based Virtual Organization. 1210-1221
  
• Francisco García Sánchez, Rodrigo Martínez-Béjar, Rafael Valencia-García, Jesualdo Tomás Fernández-Breis:
  Knowledge Technologies-Based Multi-Agent System for Semantic Web Services Environments. 1222-1233
  
• Leszek Kotulski:
  Distributed Graphs Transformed by Multiagent System. 1234-1242
  
• Vladimir V. Rybakov:
  Multi-agent Logics with Interacting Agents Based on Linear Temporal Logic: Deciding Algorithms. 1243-1253
  
• Krzysztof Skrzypczyk:
  On Multi Agent Coordination in the Presence of Incomplete Information. 1254-1265