| Invited Papers |
| Evolutionary Design of Information Systems Architectures / Danilo Ardagna ; Chiara Francalanci ; Vincenzo Piuri ; Fabio Scotti |
| Clifford Support Vector Machines for Classification / Eduardo Bayro-Corrochano ; Nancy Arana-Daniel ; J. Refugio Vallejo-Gutiérres |
| Uncertain Variables and Systems - New Problems and Results / Zdzislaw Bubnicki |
| Blind Signal Separation and Extraction: Recent Trends, Future Perspectives, and Applications / Andrzej Cichocki ; Jacek M. Zurada |
| Visualization of Hidden Node Activity in Neural Networks: I. Visualization Methods / Włodzisław Duch |
| Visualization of Hidden Node Activity in Neural Networks: II. Application to RBF Networks |
| Rough Set Approach to Incomplete Data / Jerzy W. Grzymala-Busse |
| Neural Networks of Positive Systems / Tadeusz Kaczorek |
| Support of Natural, by Artificial, Intelligence Using Utility as Behavioral Goal / Roman Kulikowski |
| Top-Down Selective Attention for Robust Perception of Noisy and Confusing Patterns / Soo-Young Lee |
| On ANN Based Solutions for Real-World Industrial Requirements / Kurosh Madani |
| ActiveMath: An Intelligent Tutoring System for Mathematics / Erica Melis ; Jörg Siekmann |
| Inference Rules and Decision Rules / Zdzisław Pawlak |
| Survival of Intelligent Agents in Changing Environments / Šarūnas Raudys |
| Inducing Robust Decision Rules from Rough Approximations of a Preference Relation / Roman Slowinski ; Salvatore Greco |
| The New Concept in Computer Vision: Automatic Understanding of the Images / Ryszard Tadeusiewicz ; Marek R. Ogiela |
| Neural Networks and Their Applications |
| Dynamic High Order Neural Networks: Application for Fault Diagnosis / Eugen Arinton ; Jóozef Korbicz |
| Momentum Modification of the RLS Algorithms / Jarosław Bilski |
| Parallel Realisation of QR Algorithm for Neural Networks Learning / Sławomir Litwiński ; Jacek Smol&acedil;g |
| Rainfall-Runoff Modelling Using Three Neural Network Methods / H. Kerem Cigizoglu ; Murat Alp |
| Probability Distribution of Solution Time in ANN Training Using Population Learning Algorithm / Ireneusz Czarnowski ; Piotr J&ecedil;drzejowicz |
| Parallelization of the SOM-Based Integrated Mapping / Gintautas Dzemyda ; Olga Kurasova |
| Training Radial Basis Functions by Gradient Descent / Mercedes Fernández-Redondo ; Carlos Hernández-Espinosa ; Mamen Ortiz-Gómez ; Joaquín Torres-Sospedra |
| Generalized Backpropagation through Time for Continuous Time Neural Networks and Discrete Time Measurements / Krzysztof Fujarewicz ; Adam Galuszka |
| Experiments on Ensembles of Radial Basis Functions |
| Orthodoxy Basis Functions and Convergence Property in Procedure Neural Networks / Jiong Jia ; Jiuzhen Liang |
| Confidence Estimation of GMDH Neural Networks / Józef Korbicz ; Mihai F. Metenidis ; Marcin Mrugalski ; Marcin Witczak |
| On Some Factors Influencing MLP Error Surface / Mirosław Kordos |
| Discovery of Linguistic Rules by Means of RBF Network for Fault Detection in Electronic Circuits / Jan Koszlaga ; Pawel Strumillo |
| Combining Space-Filling Curves and Radial Basis Function Networks / Adam Krzyżak ; Ewa Skubalska-Rafajłowicz |
| Chaotic Itinerancy for Patterns Separation / Paweł Matykiewicz |
| Dynamic Search Trajectory Methods for Neural Network Training / Y.G. Petalas ; D.K. Tasoulis ; M.N. Vrahatis |
| Visualizing and Analyzing Multidimensional Output from MLP Networks via Barycentric Projections / Filip Pi&ecedil;kniewski ; Leszek Rybicki |
| Optimization of Centers' Positions for RBF Nets with Generalized Kernels / E. Rafajłowicz ; M. Pawlak |
| Fixed Non-linear Combining Rules versus Adaptive Ones / Sarunas Raudys ; Zidrina Pabarskaite |
| Learning and System Modeling via Hamiltonian Neural Networks / Wieslaw Sienko ; Wieslaw Citko ; Dariusz Jakóbczak |
| Recurrent Network Structure for Computing Quasi-inverses of the Sierpiński Space-Filling Curves |
| Fuzzy Systems and Their Applications |
| Comparison of Reasoning Methods for Fuzzy Control / Bohdan Butkiewicz |
| Fuzzy Modelling with a Compromise Fuzzy Reasoning / Krzysztof Cpalka ; Leszek Rutkowski |
| A Self Tuning Fuzzy Inference System for Noise Reduction / Nevcihan Duru ; Tarik Duru |
| Fuzzy-Neural Networks in the Diagnosis of Motor-Car's Current Supply Circuit / Stanisław Gad ; Mariusz łaskawski ; Grzegorz Słoń ; Alexander Yastrebov ; Andrzej Zawadzki |
| Fuzzy Number-Based Hierarchical Fuzzy System / Adam E. Gaweda ; Rafał Scherer |
| Stock Trend Prediction Using Neurofuzzy Predictors Based on Brain Emotional Learning Algorithm / Mahdi Jalili-Kharaajoo |
| Digital Implementation of Fuzzy Petri Net Based on Asynchronous Fuzzy RS Flip Flop / Jacek Kluska ; Zbigniew Hajduk |
| Fuzzy Calculator - Useful Tool for Programming with Fuzzy Algebra / Roman Koleśnik ; Piotr Prokopowicz ; Witold Kosiński |
| On Defuzzyfication of Ordered Fuzzy Numbers |
| Information Criterions Applied to Neuro-Fuzzy Architectures Design / Robert Nowicki ; Agata Pokropińska |
| On Hesitation Degrees in IF-Set Theory / Anna Pankowska ; Maciej Wygralak |
| Fuzzy Cognitive Maps Learning through Swarm Intelligence / E.I. Papageorgiou ; K.E. Parsopoulos ; P.P. Groumpos |
| Application of the General Gaussian Membership Function for the Fuzzy Model Parameters Tunning / Andrzej Pieczyński ; Andrzej Obuchowicz |
| Are Linguistic Evaluations Used by People of Possibilistic or Probabilistic Nature? / Andrzej Piegat |
| Fuzzy Linear Programming in Ship Trajectory Optimization in a Restricted Area / Zbigniew Pietrzykowski |
| Application of Fuzzy Weighted Feature Diagrams to Model Variability in Software Families / Silva Robak |
| Neuro-Fuzzy Relational Classifiers |
| What Differs Interval Type-2 FLS from Type-1 FLS? / Janusz T. Starczewski |
| A Similarity Measure for Intuitionistic Fuzzy Sets and Its Application in Supporting Medical Diagnostic Reasoning / Eulalia Szmidt ; Janusz Kacprzyk |
| Evolutionary Algorithms and Their Applications |
| Multi-criterion Evolutionary Algorithm with Model of the Immune System to Handle Constraints for Task Assignments / Jerzy Balicki |
| Parallel Genetic Algorithm for Minimizing Total Weighted Completion Time / Wojciech Bożejko ; Mieczysław Wodecki |
| Adaptive Evolutionary Computation - Application for Mixed Linear Programming / Ewa Dudek-Dyduch ; Dominik Jarczyk |
| Adaptive Evolutionary Computation of the Parametric Optimization Problem / Tadeusz Dyduch |
| Concentration of Population in Phenotypic Evolution / Iwona Karcz-Dul&ecedil;ba |
| An Evolutionary Clustering Algorithm / Marcin Korzeń |
| An Evolutionary Algorithm for Oblique Decision Tree Induction / Marek Kretowski |
| Propagation of Building Blocks in SGA and MPGA / Grzegorz Kusztelak ; Marek Rudnicki ; Slawomir Wiak |
| Selection Pressure and an Efficiency of Neural Network Architecture Evolving / Halina Kwaśnicka ; Mariusz Paradowski |
| Rule Extraction from Neural Network by Genetic Algorithm with Pareto Optimization / Urszula Markowska-Kaczmar ; Paweł Wnuk-Lipiński |
| Graph Transformations in Evolutionary Design / Piotr Nikodem ; Barbara Strug |
| A Genetic Algorithm for Probabilistic SAT Problem / Zoran Ognjanović ; Uroš Midić ; Jozef Kratica |
| Design and Optimization of Combinational Digital Circuits Using Modified Evolutionary Algorithm / Adam Słowik ; Michał Białko |
| Modified Version of Roulette Selection for Evolution Algorithms - The Fan Selection |
| New Genetic Crossover Operator for the TSP / Sang-Moon Soak ; Byung-Ha Ahn |
| Rough Sets and Their Applications |
| Hybridization of Blind Source Separation and Rough Sets for Proteomic Biomarker Indemnification / Grzegorz M. Boratyn ; Tomasz G. Smolinski ; Mariofanna Milanova ; Sudeepa Bhattacharyya ; Larry J. Suva |
| Inducing Jury's Preferences in Terms of Acoustic Features of Violin Sounds / Jacek Jelonek ; Ewa łukasik ; Aleksander Naganowski ; Roman Słowiński |
| Fuzzy Implication Operators in Variable Precision Fuzzy Rough Sets Model / Alicja Mieszkowicz-Rolka ; Leszek Rolka |
| Fuzzyfication of Indiscernibility Relation for Structurizing Lists of Synonyms and Stop-Lists for Search Engines / A. Niewiadomski ; P. Kryger ; P.S. Szczepaniak |
| Rough Sets in the Neuro-Fuzzy Architectures Based on Monotonic Fuzzy Implications |
| Rough Sets in the Neuro-Fuzzy Architectures Based on Non-monotonic Fuzzy Implications |
| On L-Fuzzy Rough Sets / Anna Maria Radzikowska ; Etienne E. Kerre |
| Application of Rough Sets Techniques to Induction Machine Broken Bar Detection / M.R. Rafimanzelat ; B.N. Araabi |
| Application of Rough Sets and Neural Networks to Forecasting University Facility and Administrative Cost Recovery / Darrel L. Chenoweth |
| Soft Computing in Classification |
| Selection of the Linearly Separable Feature Subsets / Leon Bobrowski ; Tomasz Lukaszuk |
| Short-Time Signal Analysis Using Pattern Recognition Methods / Piotr Boguś ; Katarzyna ; D. Lewandowska |
| Application of Genetic Algorithms and Kohonen Networks to Cluster Analysis / Marian B. Gorzałczany ; Filip Rudziński |
| Modified Kohonen Networks for Complex Cluster-Analysis Problems |
| Reducing the Computational Demands for Nearest Centroid Neighborhood Classifiers / Szymon Grabowski |
| SSV Criterion Based Discretization for Naive Bayes Classifiers / Krzysztof Gr&acedil;bczewski |
| Comparison of Instance Selection Algorithms II. Results and Comments / Marek Grochowski ; Norbert Jankowski |
| SBL-PM-M: A System for Partial Memory Learning / Karol Grudziński |
| Relevance LVQ versus SVM / Barbara Hammer ; Marc Strickert ; Thomas Villmann |
| Comparison of Instances Seletion Algorithms I. Algorithms Survey |
| Towards Grammatical Inferencing of GDPLL(k) Grammars for Applications in Syntactic Pattern Recognition-Based Expert Systems / Janusz Jurek |
| Intelligent Layer of Two-Way Voice Communication of the Technological Device with the Operator / Wojciech Kacalak ; Maciej Majewski |
| A Neural Network Based Method for Classification of Meteorological Data / K. Kaminski ; W. Kaminski ; P. Strumillo |
| An Empirical Test Suite for Message Authentication Evaluation in Communications Based on Support Vector Machines / D.A. Karras |
| Efficient Digital Fingerprint Production and Evaluation for Secure Communication Systems Based on Genetic Algorithms |
| On Chinese Web Page Classification |
| A New Fuzzy Clustering Method with Constraints in Time Domain / Jacek Leski ; Aleksander Owczarek |
| Special Cluster Analysis and Basic Feature Estimation with a Modification of Self-Organizing Map / Janusz Morajda |
| An Unsupervised Cluster Analysis and Information about the Modelling System / Izabela Rejer |
| Cursive-Character Script Recognition Using Toeplitz Model and Neural Networks / Khalid Saeed ; Marek Tabedzki |
| Learning with an Embedded Reject Option / Ramasubramanian Sundararajan ; Asim K. Pal |
| Image Processing |
| Impulsive Noise Suppression from Highly Corrupted Images by Using Resilient Neural Networks / Erkan Beşdok ; Pinar Çivicioğlu ; Mustafa Alçi |
| A New Methodology for Synthetic Aperture Radar (SAR) Raw Data Compression Based on Wavelet Transform and Neural Networks / Giacomo Capizzi ; Salvatore Coco ; Antonio Laudani ; Giuseppe Pappalardo |
| Fuzzy Processing Technique for Content-Based Image Retrieval / Ryszard S. Choraś |
| Human Ear Identification Based on Image Analysis / Michał Choraś |
| Automatic Change Detection Based on Codelength Differences in Multi-temporal and Multi-spectral Images / Joselíto J. Chua ; Peter E. Tischer |
| Estimating Face Direction via Facial Triangle / Min Gyo Chung ; Jisook Park ; Jiyoun Bong |
| An Image Compression Algorithm Based on Neural Networks / Robert Cierniak |
| Fuzzy Nonparametric Measures for Image Matching / Boguslaw Cyganek ; Jan Borgosz |
| Neural Computation of the Fundamental Matrix |
| Face Detection Using CMAC Neural Network / H. Fashandi ; M.S. Moin |
| A Biologically Inspired Active Stereo Vision System Using a Bottom-Up Saliency Map Model / Bum-Soo Jung ; Sang-Bok Choi ; Sang-Woo Ban ; Minho Lee |
| Problems Connected with Application of Neural Networks in Automatic Face Recognition / Rafal Komanski ; Bohdan Macukow |
| Czestochowa-Faces and Biometrics of Asymmetrical Face / Leonid Kompanets ; Mariusz Kubanek ; Szymon Rydzek |
| Wafer Die Position Detection Using Hierarchical Gray Level Corner Detector / Jae Hyung Na ; Hae Seok Oh |
| On Fuzzy Labelled Image Segmentation Based on Perceptual Features / Pilar Sobrevilla ; Eduard Montseny |
| Generalized Multi-layer Kohonen Network and Its Application to Texture Recognition / A. Tomczyk ; B. Lis |
| Robotics |
| Translation STRIPS Planning in Multi-robot Environment to Linear Programming / Andrzej Swierniak |
| Fuzzy Combiner of Behaviors for Reactive Control of Wheeled Mobile Robot / Zenon Hendzel |
| Artificial Intelligence of the Decision Unit of a Mobile Robot / Jan Kazimierczak |
| Finding Location Using a Particle Filter and Histogram Matching / Bogdan Kwolek |
| Calculation of Model of the Robot by Neural Network with Robot Joint Distinction / J. Możaryn ; J.E. Kurek |
| Multi-robot Coordination Based on Cooperative Game / Krzysztof Skrzypczyk |
| Model Based Predictive Robotic Manipulator Control with Sinusoidal Trajectory and Random Disturbances / Hasan Temurtas ; Fevzullah Temurtas ; Nejat Yumusak |
| Multiagent Systems |
| Performance Evaluation of Multiagent Personalized Information System / Tomasz Babczyński ; Zofia Kruczkiewicz ; Jan Magott |
| A Neural-Based Agent for IP Traffic Scanning and Worm Detection / Andrzej Bielecki ; Paweł Hajto |
| Evolutionary Neural Networks in Collective Intelligent Predicting System / Aleksander Byrski ; Jerzy Bałamut |
| Development of a Personalized Digital Library System Based on the New Mobile Multi Agent Platform / Young Im Cho |
| FOOD: An Agent-Oriented Dataflow Model / Nicolas Juillerat ; Béat Hirsbrunner |
| Flock-Based Architecture for Distributed Evolutionary Algorithms / Marek Kisiel-Dorohinicki |
| Quickprop Neural Network Short-Term Forecasting Framework for a Database Intrusion Prediction System / P. Ramasubramanian ; A. Kannan |
| Various Problems of Artificial Intelligence |
| The New Concepts in Parallel Simulated Annealing Method |
| Simulated Annealing with Restart to Job Shop Scheduling Problem Using Upper Bounds / Marco Antonio Cruz-Chavez ; Juan Frausto-Solis |
| Requirements and Solutions for Web-Based Expert System / Maciej Grzenda ; Marcin Niemczak |
| Information Structuring in Natural Language Communication: Syntax versus Semantic / Wladyslaw Homenda |
| Strategic Planning through Model Checking of ATL Formulae / Wojciech Jamroga |
| On a Special Class of Dempster-Shafer Theories / Mieczysław Alojzy Kłopotek |
| A Computer Based System Supporting Analysis of Cooperative Strategies / Lech Kruś |
| Application of Soft Computing Techniques to Rescue Operation Planning / Jiří Kubalík ; Jiří Kléma ; Miroslav Kulich |
| Reduction of Tabular Systems / Antoni Lig&ecedil;za ; Marcin Szpyrka |
| Temporal Difference Approach to Playing Give-Away Checkers / Jacek Mańdziuk ; Daniel Osman |
| Artificial Neural Networks for Solving Double Dummy Bridge Problems / Krzysztof Mossakowski |
| On Application of Ant Algorithms to Non-bifurcated Multicommodity Flow Problem / Krzysztof Walkowiak |
| A Parallel Clustering Algorithm for Categorical Data Set / Yong-Xian Wang ; Zheng-Hua Wang ; Xiao-Mei Li |
| Intensive versus Non-intensive Actor-Critic Reinforcement Learning Algorithms / Pawel Wawrzynski ; Andrzej Pacut |
| Virtual Modeling and Optimal Design of Intelligent Micro-accelerometers / Andrzej Cader ; Pawel Drzymala ; Henryk Welfle |
| Control, Modelling, and System Identification |
| Local Pattern-Based Interval Models / Wojciech Cholewa |
| Implementation of Two-Stage Hopfield Model and Its Application in Nonlinear Systems / Ivan Nunes da Silva ; Jose Alfredo C. Ulson ; Andre Nunes de Souza |
| Genetic Algorithm Based Fuzzy Sliding Mode with Application to Building Structures / Kambiz Falsafian |
| Influence of the Training Set Selection on the Performance of the Neural Network State Variables Estimators in the Induction Motor / Jerzy Jelonkiewicz ; Andrzej Przybył |
| LMI-Based Design of Optimal Controllers for Takagi-Sugeno Fuzzy Systems / J. Park ; Y. Park ; K. Kwak ; J.H. Hong |
| Design of Multi-objective Evolutionary Technique Based Intelligent Controller for Multivariable Nonlinear Systems / Farzan Rashidi ; Mehran Rashidi |
| Design of a Robust Sliding Mode Fuzzy Controller for Nonlinear HVAC Systems / Behzad Moshiri |
| Global Identification of Complex Systems with Cascade Structure / Jerzy Swiatek |
| Medical Applications |
| Diagnosis of Melanoma Using IRIM, a Data Mining System / Jay Hamilton ; Zdzislaw S. Hippe |
| Detection of Spiculated Masses in Mammograms Based on Fuzzy Image Processing / Aboul Ella Hassanien ; Jafar M. Ali ; Hajime Nobuhara |
| Artificial Neural Networks in Identifying Areas with Homogeneous Survival Time / Małgorzata Kr&ecedil;towska |
| Multistage Diagnosis of Myocardial Infraction Using a Fuzzy Relation / Marek Kurzynski |
| Application of SVM to Ovarian Cancer Classification Problem / Maciej Kusy |
| ROC Analysis for Fetal Hypoxia Problem by Artificial Neural Networks / Lale Özyilmaz ; Tülay Yildirim |
| The Challenge of Soft Computing Techniques for Tumor Characterization / P.P. Spyridonos ; C.D. Stylios ; P. Ravazoula ; G.C. Nikiforidis |
| A Multi-stage Classification Method in Application to Diagnosis of Larynx Cancer / Danuta Rutkowska ; Jacek K. Klimala |
| Multi-neural Network Approach for Classification of Brainstem Evoked Response Auditory / Mariusz Rybnik ; Saliou Diouf ; Abdennasser Chebira ; Veronique Amarger |
| The Study of Hierarchy Importance of Descriptive Attributes in Computer Assisted Classification of Melanocytic Skin Lesions / Aleksander Sokołowski ; Alicja Dereń |
| Medical Knowledge Representation in Terms of IF-THEN Rules and the Dempster-Shafer Theory / Ewa Straszecka |
| Online Neural Network Training for Automatic Ischemia Episode Detection / L. Vladutu ; V.P. Plagianakos ; A. Bezerianos |
| Mechanical Applications |
| Sequential and Distributed Evolutionary Computations in Structural Optimization / Tadeusz Burczyński ; Wacław Kuś ; Adam Długosz ; Arkadiusz Poteralski ; Mirosław Szczepanik |
| Neural Analysis of Concrete Fatigue Durability by the Neuro-fuzzy FWNN / Magdalena Jakubek ; Zenon Waszczyszyn |
| Neural and Finite Element Analysis of a Plane Steel Frame Reliability by the Classical Monte Carlo Method / Ewa Pabisek ; Joanna Kaliszuk |
| The Solution of an Inverse Problem in Plates by Means of Artificial Neural Networks / Grzegorz Pi&acedil;tkowski ; Leonard Ziemiański |
| Filtering of Thermomagnetic Data Curve Using Artificial Neural Network and Wavelet Analysis / Łukasz Rauch ; Jolanta Talar ; Tomáš Žák ; Jan Kusiak |
| Various Applications |
| Evolutionary Negotiation Strategies in Emerging Electricity Markets / Salem Al-Agtash |
| Evolutionary Algorithm for Scheduling of CHP Plant with Urban Heat Distribution Network / Krzysztof Dziedzicki ; Andrzej Augusiak ; Roman Śmierzchalski |
| Semi-mechanistic Models for State-Estimation - Soft Sensor for Polymer Melt Index Prediction / Balazs Feil ; Janos Abonyi ; Peter Pach ; Sandor Nemeth ; Peter Arva ; Miklos Nemeth ; Gabor Nagy |
| Neural Approach to Time-Frequency Signal Decomposition / Dariusz Grabowski ; Janusz Walczak |
| ANN Based Modelling and Correction in Dynamic Temperature Measurements / Lidia Jackowska-Strumiłło |
| One Day Prediction of NIKKEI Index Considering Information from Other Stock Markets / Marcin Jaruszewicz |
| Application of Neural Network Topologies in the Intelligent Heat Use Prediction System / Leszek Kiełtyka ; Robert Kuc&ecedil;ba ; Adam Sokołowski |
| Genetic Algorithm for Database Indexing / Marcin Korytkowski ; Marcin Gabryel |
| Application of Neural Networks and Two Representations of Color Components for Recognition of Wheat Grains Infected by Fusarium Culmorum Fungi / Aleksander Kubiak ; Zbigniew Mikrut |
| Hybrid Neural Model of the Sea Bottom Surface / Jacek Lubczonek |
| Fuzzy Economic Analysis of Simulated Discrete Transport System / Jacek Mazurkiewicz ; Tomasz Walkowiak |
| A Survey on US Economic Sanction Effects on Iranian High Tech Industries: Fuzzy Logic Approach / Mohammad R. Mehregan ; Hossein Safari ; Parviz Naseri ; Farshid Hosseini ; Kumars Sharifi |
| Modeling of Optoelectronic Devices through Neuro-Fuzzy Architectures / Antonio Vanderlei Ortega |
| Neural Network Based Simulation of the Sieve Plate Absorption Column in Nitric Acid Industry / Edward Röj ; Marcin Wilk |
| Artificial Neural Networks for Comparative Navigation / Andrzej Stateczny |
| Predicting Women's Apparel Sales by Soft Computing / Les M. Sztandera ; Celia Frank ; Balaji Vemulapali |
| Model Improvement by the Statistical Decomposition / Ryszard Szupiluk ; Piotr Wojewnik ; Tomasz Zabkowski |
| Author Index |
図書
