Artificial intelligence and soft computing : 11th International Conference, ICAISC 2012, Zakopane, Poland, April 29-May 3, 2012 : proceedings, part II / Leszek Rutkowski [and others] (eds.).

Includes bibliographical references and index.

Dependency Analysis in Ontology-Driven Content-Based Systems / Yalemisew M. Abgaz, Muhammad Javed and Claus Pahl -- Measuring Web Page Similarity Based on Textual and Visual Properties / Vladimír Bartík -- New Specifics for a Hierarchial Estimator Meta-algorithm / Stanisław Brodowski and Andrzej Bielecki -- Fast Plagiarism Detection by Sentence Hashing / Dariusz Ceglarek and Konstanty Haniewicz -- Enriching Domain-Specific Language Models Using Domain Independent WWW N-Gram Corpus / Harry Chang -- On the Structure of Indiscernibility Relations Compatible with a Partially Ordered Set / Pietro Codara -- On Pre-processing Algorithms for Data Stream / Piotr Duda, Maciej Jaworski and Lena Pietruczuk -- Simple Incremental Instance Selection Wrapper for Classification / Marek Grochowski -- Mining of Multiobjective Non-redundant Association Rules in Data Streams / Anamika Gupta, Naveen Kumar and Vasudha Bhatnagar -- On Fuzzy Clustering of Data Streams with Concept Drift / Maciej Jaworski, Piotr Duda and Lena Pietruczuk -- On Resources Optimization in Fuzzy Clustering of Data Streams / Maciej Jaworski, Lena Pietruczuk and Piotr Duda -- A Comparison of Complexity Selection Approaches for Polynomials Based on: Vapnik-Chervonenkis Dimension, Rademacher Complexity and Covering Numbers / Przemysław Klęsk -- Sample Complexity of Linear Learning Machines with Different Restrictions over Weights / Marcin Korzeń and Przemysław Klęsk -- A Clustering Algorithm Based on Distinguishability for Nominal Attributes / Maciej Krawczak and Grażyna Szkatuła.

Retrieving Informative Content from Web Pages with Conditional Learning of Support Vector Machines and Semantic Analysis / Piotr Ładyżyński and Przemysław Grzegorzewski -- Enhancing Recognition of a Weak Class -- Comparative Study Based on Biological Population Data Mining / Henryk Maciejewski, Ewa Walkowicz, Olgierd Unold and Paweł Skrobanek -- Foundations of Rough Biclustering / Marcin Michalak -- ORG -- Oblique Rules Generator / Marcin Michalak, Marek Sikora and Patryk Ziarnik -- Mini-models -- Local Regression Models for the Function Approximation Learning / Marcin Pluciński -- A Cluster Validity Index for Hard Clustering / Artur Starczewski -- A New Hierarchical Clustering Algorithm / Artur Starczewski -- An Application of the Self-Organizing Map to Multiple View Unsupervised Learning / Tomasz Gałkowski and Artur Starczewski -- Graphical Models as Surrogates for Complex Ground Motion Models / Kristin Vogel, Carsten Riggelsen, Nicolas Kuehn and Frank Scherbaum -- Text Classifiers for Automatic Articles Categorization / Mateusz Westa, Julian Szymański and Henryk Krawczyk -- Structure Searching for Adaptive Spring Networks for Shape Programming in 3D / Maja Czoków and Tomasz Schreiber -- Implementation of Fuzzy Logic Controller in FPGA Circuit for Guiding Electric Wheelchair / Marek Poplawski and Michal Bialko -- Real-Time On-Line-Learning Support Vector Machine Based on a Fully-Parallel Analog VLSI Processor / Renyuan Zhang and Tadashi Shibata.

COID-FDCM: The Fuzzy Maintained Dendritic Cell Classification Method / Zeineb Chelly, Abir Smiti and Zied Elouedi -- Multilayer Neural Networks with Receptive Fields as a Model for the Neuron Reconstruction Problem / Wojciech Czarnecki -- Human Gait Recognition Based on Signals from Two Force Plates / Marcin Derlatka -- Prediction of Radical Hysterectomy Complications for Cervical Cancer Using Computational Intelligence Methods / Jacek Kluska, Maciej Kusy and Bogdan Obrzut -- Improved Fuzzy Entropy Algorithm for X-Ray Pictures Preprocessing / Mariusz Korkosz, Marzena Bielecka, Andrzej Bielecki, Marek Skomorowski and Wadim Wojciechowski, et al. -- Influence of Facial Asymmetry on Human Recognition / Damian Kurach and Danuta Rutkowska -- Feature Selection Based on Activation of Signaling Pathways Applied for Classification of Samples in Microarray Studies / Henryk Maciejewski -- Feasibility of Error-Related Potential Detection as Novelty Detection Problem in P300 Mind Spelling / Nikolay V. Manyakov, Adrien Combaz, Nikolay Chumerin, Arne Robben and Marijn van Vliet, et al. -- Class-Adaptive Denoising for EEG Data Classification / Ignas Martišius and Robertas Damaševičius -- Analysis and Classification of EEG Data: An Evaluation of Methods / Krzysztof Patan and Grzegorz Rutkowski -- Surrogate Measures of Thickness in the Regime of Limited Image Resolution: Part 1: Fuzzy Distance Transform / Rafał Petryniak and Zbisław Tabor -- eBi -- The Algorithm for Exact Biclustering / Magdalena Stawarz and Marcin Michalak.

Application of Neural Networks in Assessing Changes around Implant after Total Hip Arthroplasty / Arkadiusz Szarek, Marcin Korytkowski, Leszek Rutkowski, Rafał Scherer and Janusz Szyprowski -- Forecasting Wear of Head and Acetabulum in Hip Joint Implant / Arkadiusz Szarek, Marcin Korytkowski, Leszek Rutkowski, Rafał Scherer and Janusz Szyprowski -- Fingerprint Recognition Based on Minutes Groups Using Directing Attention Algorithms / Michał Szczepanik and Ireneusz Jóźwiak -- Surrogate Measures of Thickness in the Regime of Limited Image Resolution: Part 2: Granulometry / Zbisław Tabor and Rafał Petryniak -- Novel Algorithm for the On-Line Signature Verification / Marcin Zalasiński and Krzysztof Cpałka -- Concept of Nonlinear Orthogonal Filter of Volterra-Wiener Class Realization Using Multiprocessor Platform / Pawel Biernacki -- Fast Parallel Cost Function Calculation for the Flow Shop Scheduling Problem / Wojciech Bożejko, Mariusz Uchroński and Mieczysław Wodecki -- Solving the Flexible Job Shop Problem on GPU / Wojciech Bożejko, Mariusz Uchroński and Mieczysław Wodecki -- Automatic Privatization for Parallel Execution of Loops / Palkowski Marek -- Efficient Parallel Computation of the Stochastic MV-PURE Estimator by the Hybrid Steepest Descent Method / Tomasz Piotrowski and Isao Yamada -- Distributed Computing in Sensor Networks Using Multi-agent Systems and Code Morphing / Stefan Bosse, Florian Pantke and Frank Kirchner.

Multi-agent System for Parallel Road Network Hierarchization / Łukasz Chomątek and Aneta Poniszewska-Marańda -- Hybrid Position/Force Control of the SCORBOT-ER 4pc Manipulator with Neural Compensation of Nonlinearities / Piotr Gierlak -- Opportunistic Motivated Learning Agents / James Graham, Janusz A. Starzyk and Daniel Jachyra -- Neural Dynamic Programming in Reactive Navigation of Wheeled Mobile Robot / Zenon Hendzel and Marcin Szuster -- Modified Model-Free Adaptive Controller for a Nonlinear Rotor System / Igor Karoń -- A Centralized Multi-Robot Task Allocation for Industrial Plant Inspection by Using A* and Genetic Algorithms / Chun Liu and Andreas Kroll -- A Symbiotic Lenticular Airship for WiSAR Missions / Eduardo Pinto and José Barata -- A New CNN-Based Method of Path Planning in Dynamic Environment / Maciej Przybylski and Barbara Siemiątkowska -- Artificial Neural Network Ensemble Approach for Creating a Negotiation Model with Ethical Artificial Agents / Banafsheh Rekabdar, Mahmood Joorabian and Bita Shadgar -- Industrial Control System Based on Data Processing / Gabriel Rojek and Jan Kusiak -- Agent-Based Modelling and Simulation: Examples from Competitive Market and Group Dynamics / Ly-Fie Sugianto, Kaivalya Prasad, Zhigang Liao and Sen Sendjaya -- Will a Robot Be a Human? / Jinchang Wang.

Fractal Modelling of Various Wind Characteristics for Application in a Cybernetic Model of a Wind Turbine / Marzena Bielecka, Tomasz Barszcz, Andrzej Bielecki and Mateusz Wójcik -- Selecting Representative Prototypes for Prediction the Oxygen Activity in Electric Arc Furnace / Marcin Blachnik, Mirosław Kordos, Tadeusz Wieczorek and Sławomir Golak -- Stability Analysis of the Neural Network Based Fault Tolerant Control for the Boiler Unit / Andrzej Czajkowski, Krzysztof Patan and Józef Korbicz -- Variable Selection in the Kernel Regression Based Short-Term Load Forecasting Model / Grzegorz Dudek -- Software Modeling Language with Frames and Multi-abstractions: An Overview / Konrad Grzanek -- Enriching Business Processes with Rules Using the Oryx BPMN Editor / Krzysztof Kluza, Krzysztof Kaczor and Grzegorz J. Nalepa -- Solving Ramified Optimal Transport Problem in the Bayesian Influence Diagram Framework / Michal Matuszak, Jacek Miękisz and Tomasz Schreiber -- Knowledge Based Model for Scheduling in Failure Modes / Hubert Sękowski and Ewa Dudek-Dyduch -- Modified Approximation Based Optimization Strategy / Łukasz Sztangret and Jan Kusiak -- Multiplicative ICA Algorithm for Interaction Analysis in Financial Markets / Ryszard Szupiluk, Piotr Wojewnik and Tomasz Ząbkowski -- Fuzzy Availability Analysis of Web Systems by Monte-Carlo Simulation / Tomasz Walkowiak, Jacek Mazurkiewicz and Katarzyna Nowak.

Distance Examination with Computer Aided Analysis -- E-matura Platform / Sławomir Wiak, Dominik Jeske, Maciej Krasuski and Rafał Stryjek -- Simulation of the Behavior of Disc-Spring Valve Systems with the Fuzzy Inference Systems and Artificial Neural Networks / Grzegorz Wszołek, Piotr Czop, Antoni Skrobol and Damian Sławik -- System for Independent Living -- New Opportunity for Visually Impaired / Jerzy Jelonkiewicz and Łukasz Laskowski -- A Clustering-Based Methodology for Selection of Fault Tolerance Techniques / Paweł L. Kaczmarek and Marcin Ł. Roman -- Improving PAWS by the Island Confinement Method / Yousef Kilani, Mohammad Bsoul, Ayoub Alsarhan and Ibrahim Obeidat -- Hypergraph Distributed Adaptive Design Supported by Hypergraph Replication / Leszek Kotulski and Barbara Strug -- Extended CDC vs Other Formalisms -- The Comperative Analysis of the Models for Spatio-temporal Reasoning / Jedrzej Osinski -- Interval Probabilities of State Transitions in Probabilistic Automata / Henryk Piech and Olga Siedlecka-Lamch -- A New Method to Construct of Interpretable Models of Dynamic Systems / Andrzej Przybył and Krzysztof Cpałka -- Hybrid Anticipatory Networks / Andrzej M.J. Skulimowski -- A Question Answer Approach to Building Semantic Memory / Basawaraj, Janusz A. Starzyk and Marek Jaszuk -- Enhanced Approach of Traffic Profiling for Dimensioning of Mobile Wireless Networks / Mateusz Sztukowski, Henryk Maciejewski and Andrzej Cader.

The two-volume set LNAI 7267 and 7268 (together with LNCS 7269) constitutes the refereed proceedings of the 11th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2012, held in Zakopane, Poland in April/ May 2012. The 212 revised full papers presented were carefully reviewed and selected from 483 submissions. The papers are organized in topical sections on neural networks and their applications, computer vision, image and speech analysis, data mining, hardware implementation, bioinformatics, biometrics and medical applications, concurrent parallel processing, agent systems, robotics and control, artificial intelligence in modeling and simulation, various problems od artificial intelligence.