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11. ICAISC 2012: Zakopane, Poland
- Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 11th International Conference, ICAISC 2012, Zakopane, Poland, April 29-May 3, 2012, Proceedings, Part II. Lecture Notes in Computer Science 7268, Springer 2012, ISBN 978-3-642-29349-8
Data Mining
- Yalemisew M. Abgaz, Muhammad Javed, Claus Pahl:
Dependency Analysis in Ontology-Driven Content-Based Systems. 3-12 - Vladimír Bartík:
Measuring Web Page Similarity Based on Textual and Visual Properties. 13-21 - Stanislaw Brodowski, Andrzej Bielecki:
New Specifics for a Hierarchial Estimator Meta-algorithm. 22-29 - Dariusz Ceglarek, Konstanty Haniewicz:
Fast Plagiarism Detection by Sentence Hashing. 30-37 - Harry Chang:
Enriching Domain-Specific Language Models Using Domain Independent WWW N-Gram Corpus. 38-46 - Pietro Codara:
On the Structure of Indiscernibility Relations Compatible with a Partially Ordered Set. 47-55 - Piotr Duda, Maciej Jaworski
, Lena Pietruczuk:
On Pre-processing Algorithms for Data Stream. 56-63 - Marek Grochowski:
Simple Incremental Instance Selection Wrapper for Classification. 64-72 - Anamika Gupta
Mining of Multiobjective Non-redundant Association Rules in Data Streams. 73-81 - Maciej Jaworski
On Fuzzy Clustering of Data Streams with Concept Drift. 82-91 - Maciej Jaworski
On Resources Optimization in Fuzzy Clustering of Data Streams. 92-99 - Przemyslaw Klesk:
A Comparison of Complexity Selection Approaches for Polynomials Based on: Vapnik-Chervonenkis Dimension, Rademacher Complexity and Covering Numbers. 100-110 - Marcin Korzen
Sample Complexity of Linear Learning Machines with Different Restrictions over Weights. 111-119 - Maciej Krawczak, Grazyna Szkatula:
A Clustering Algorithm Based on Distinguishability for Nominal Attributes. 120-127 - Piotr Ladyzynski, Przemyslaw Grzegorzewski
Retrieving Informative Content from Web Pages with Conditional Learning of Support Vector Machines and Semantic Analysis. 128-135 - Henryk Maciejewski
Enhancing Recognition of a Weak Class - Comparative Study Based on Biological Population Data Mining. 136-143 - Marcin Michalak:
Foundations of Rough Biclustering. 144-151 - Marcin Michalak, Marek Sikora
ORG - Oblique Rules Generator. 152-159 - Marcin Plucinski:
Mini-models - Local Regression Models for the Function Approximation Learning. 160-167 - Artur Starczewski:
A Cluster Validity Index for Hard Clustering. 168-174 - Artur Starczewski:
A New Hierarchical Clustering Algorithm. 175-180 - Tomasz Galkowski, Artur Starczewski:
An Application of the Self-Organizing Map to Multiple View Unsupervised Learning. 181-187 - Kristin Vogel
Graphical Models as Surrogates for Complex Ground Motion Models. 188-195 - Mateusz Westa, Julian Szymanski, Henryk Krawczyk:
Text Classifiers for Automatic Articles Categorization. 196-204
Hardware Implementation
- Maja Czoków, Tomasz Schreiber:
Structure Searching for Adaptive Spring Networks for Shape Programming in 3D. 207-215 - Marek Poplawski, Michal Bialko:
Implementation of Fuzzy Logic Controller in FPGA Circuit for Guiding Electric Wheelchair. 216-222 - Renyuan Zhang, Tadashi Shibata:
Real-Time On-Line-Learning Support Vector Machine Based on a Fully-Parallel Analog VLSI Processor. 223-230
Bioinformatics, Biometrics and Medical Applications
- Zeineb Chelly, Abir Smiti, Zied Elouedi:
COID-FDCM: The Fuzzy Maintained Dendritic Cell Classification Method. 233-241 - Wojciech Czarnecki:
Multilayer Neural Networks with Receptive Fields as a Model for the Neuron Reconstruction Problem. 242-250 - Marcin Derlatka:
Human Gait Recognition Based on Signals from Two Force Plates. 251-258 - Jacek Kluska, Maciej Kusy, Bogdan Obrzut:
Prediction of Radical Hysterectomy Complications for Cervical Cancer Using Computational Intelligence Methods. 259-267 - Mariusz Korkosz, Marzena Bielecka, Andrzej Bielecki, Marek Skomorowski, Wadim Wojciechowski, Tomasz Wójtowicz:
Improved Fuzzy Entropy Algorithm for X-Ray Pictures Preprocessing. 268-275 - Damian Kurach, Danuta Rutkowska:
Influence of Facial Asymmetry on Human Recognition. 276-283 - Henryk Maciejewski
Feature Selection Based on Activation of Signaling Pathways Applied for Classification of Samples in Microarray Studies. 284-292 - Nikolay V. Manyakov
Feasibility of Error-Related Potential Detection as Novelty Detection Problem in P300 Mind Spelling. 293-301 - Ignas Martisius, Robertas Damasevicius
Class-Adaptive Denoising for EEG Data Classification. 302-309 - Krzysztof Patan, Grzegorz Rutkowski:
Analysis and Classification of EEG Data: An Evaluation of Methods. 310-317 - Rafal Petryniak, Zbislaw Tabor:
Surrogate Measures of Thickness in the Regime of Limited Image Resolution: Part 1: Fuzzy Distance Transform. 318-326 - Magdalena Stawarz, Marcin Michalak:
eBi - The Algorithm for Exact Biclustering. 327-334 - Arkadiusz Szarek, Marcin Korytkowski
Application of Neural Networks in Assessing Changes around Implant after Total Hip Arthroplasty. 335-340 - Arkadiusz Szarek, Marcin Korytkowski
Forecasting Wear of Head and Acetabulum in Hip Joint Implant. 341-346 - Michal Szczepanik, Ireneusz J. Jozwiak:
Fingerprint Recognition Based on Minutes Groups Using Directing Attention Algorithms. 347-354 - Zbislaw Tabor, Rafal Petryniak:
Surrogate Measures of Thickness in the Regime of Limited Image Resolution: Part 2: Granulometry. 355-361 - Marcin Zalasinski, Krzysztof Cpalka:
Novel Algorithm for the On-Line Signature Verification. 362-367
Concurrent Parallel Processing
- Pawel Biernacki:
Concept of Nonlinear Orthogonal Filter of Volterra-Wiener Class Realization Using Multiprocessor Platform. 371-377 - Wojciech Bozejko, Mariusz Uchronski, Mieczyslaw Wodecki:
Fast Parallel Cost Function Calculation for the Flow Shop Scheduling Problem. 378-386 - Wojciech Bozejko, Mariusz Uchronski, Mieczyslaw Wodecki:
Solving the Flexible Job Shop Problem on GPU. 387-394 - Marek Palkowski:
Automatic Privatization for Parallel Execution of Loops. 395-403 - Tomasz Piotrowski, Isao Yamada:
Efficient Parallel Computation of the Stochastic MV-PURE Estimator by the Hybrid Steepest Descent Method. 404-412
Agent Systems, Robotics and Control
- Stefan Bosse, Florian Pantke, Frank Kirchner:
Distributed Computing in Sensor Networks Using Multi-agent Systems and Code Morphing. 415-423 - Lukasz Chomatek, Aneta Poniszewska-Maranda
Multi-agent System for Parallel Road Network Hierarchization. 424-432 - Piotr Gierlak:
Hybrid Position/Force Control of the SCORBOT-ER 4pc Manipulator with Neural Compensation of Nonlinearities. 433-441 - James T. Graham, Janusz A. Starzyk, Daniel Jachyra:
Opportunistic Motivated Learning Agents. 442-449 - Zenon Hendzel, Marcin Szuster:
Neural Dynamic Programming in Reactive Navigation of Wheeled Mobile Robot. 450-457 - Igor Karon:
Modified Model-Free Adaptive Controller for a Nonlinear Rotor System. 458-465 - Chun Liu
A Centralized Multi-Robot Task Allocation for Industrial Plant Inspection by Using A* and Genetic Algorithms. 466-474 - Eduardo Pinto, José Barata:
A Symbiotic Lenticular Airship for WiSAR Missions. 475-483 - Maciej Przybylski, Barbara Siemiatkowska
A New CNN-Based Method of Path Planning in Dynamic Environment. 484-492 - Banafsheh Rekabdar, Mahmood Joorabian, Bita Shadgar:
Artificial Neural Network Ensemble Approach for Creating a Negotiation Model with Ethical Artificial Agents. 493-501 - Gabriel Rojek, Jan Kusiak:
Industrial Control System Based on Data Processing. 502-510 - Ly-Fie Sugianto, Kaivalya Prasad, Zhigang Liao, Sen Sendjaya
Agent-Based Modelling and Simulation: Examples from Competitive Market and Group Dynamics. 511-518 - Jinchang Wang:
Will a Robot Be a Human? 519-527
Artificial Intelligence in Modeling and Simulation
- Marzena Bielecka, Tomasz Barszcz
Fractal Modelling of Various Wind Characteristics for Application in a Cybernetic Model of a Wind Turbine. 531-538 - Marcin Blachnik
Selecting Representative Prototypes for Prediction the Oxygen Activity in Electric Arc Furnace. 539-547 - Andrzej Czajkowski, Krzysztof Patan, Józef Korbicz
Stability Analysis of the Neural Network Based Fault Tolerant Control for the Boiler Unit. 548-556 - Grzegorz Dudek:
Variable Selection in the Kernel Regression Based Short-Term Load Forecasting Model. 557-563 - Konrad Grzanek
Software Modeling Language with Frames and Multi-abstractions: An Overview. 564-572 - Krzysztof Kluza, Krzysztof Kaczor, Grzegorz J. Nalepa:
Enriching Business Processes with Rules Using the Oryx BPMN Editor. 573-581 - Michal Matuszak, Jacek Miekisz, Tomasz Schreiber:
Solving Ramified Optimal Transport Problem in the Bayesian Influence Diagram Framework. 582-590 - Hubert Sekowski, Ewa Dudek-Dyduch:
Knowledge Based Model for Scheduling in Failure Modes. 591-599 - Lukasz Sztangret, Jan Kusiak:
Modified Approximation Based Optimization Strategy. 600-607 - Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski:
Multiplicative ICA Algorithm for Interaction Analysis in Financial Markets. 608-615 - Tomasz Walkowiak, Jacek Mazurkiewicz
Fuzzy Availability Analysis of Web Systems by Monte-Carlo Simulation. 616-624 - Slawomir Wiak, Dominik Jeske, Maciej Krasuski, Rafal Stryjek:
Distance Examination with Computer Aided Analysis - E-matura Platform. 625-633 - Grzegorz Wszolek, Piotr Czop
Simulation of the Behavior of Disc-Spring Valve Systems with the Fuzzy Inference Systems and Artificial Neural Networks. 634-642
Various Problems od Artificial Intelligence
- Jerzy Jelonkiewicz, Lukasz Laskowski:
System for Independent Living - New Opportunity for Visually Impaired. 645-652 - Pawel Lech Kaczmarek, Marcin L. Roman:
A Clustering-Based Methodology for Selection of Fault Tolerance Techniques. 653-661 - Yousef Kilani
Improving PAWS by the Island Confinement Method. 662-670 - Leszek Kotulski, Barbara Strug:
Hypergraph Distributed Adaptive Design Supported by Hypergraph Replication. 671-678 - Jedrzej Osinski:
Extended CDC vs Other Formalisms - The Comperative Analysis of the Models for Spatio-temporal Reasoning. 679-687 - Henryk Piech, Olga Siedlecka-Lamch
Interval Probabilities of State Transitions in Probabilistic Automata. 688-696 - Andrzej Przybyl, Krzysztof Cpalka:
A New Method to Construct of Interpretable Models of Dynamic Systems. 697-705 - Andrzej M. J. Skulimowski:
Hybrid Anticipatory Networks. 706-715 - Basawaraj, Janusz A. Starzyk, Marek Jaszuk:
A Question Answer Approach to Building Semantic Memory. 716-723 - Mateusz Sztukowski, Henryk Maciejewski
Enhanced Approach of Traffic Profiling for Dimensioning of Mobile Wireless Networks. 724-732
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