Artificial Intelligence and Soft Computing: 11th International Conference, ICAISC 2012, Zakopane, Poland, April 29-May 3, 2012, Proceedings, Part II

Front Matter....Pages -
Front Matter....Pages 1-1
Dependency Analysis in Ontology-Driven Content-Based Systems....Pages 3-12
Measuring Web Page Similarity Based on Textual and Visual Properties....Pages 13-21
New Specifics for a Hierarchial Estimator Meta-algorithm....Pages 22-29
Fast Plagiarism Detection by Sentence Hashing....Pages 30-37
Enriching Domain-Specific Language Models Using Domain Independent WWW N-Gram Corpus....Pages 38-46
On the Structure of Indiscernibility Relations Compatible with a Partially Ordered Set....Pages 47-55
On Pre-processing Algorithms for Data Stream....Pages 56-63
Simple Incremental Instance Selection Wrapper for Classification....Pages 64-72
Mining of Multiobjective Non-redundant Association Rules in Data Streams....Pages 73-81
On Fuzzy Clustering of Data Streams with Concept Drift....Pages 82-91
On Resources Optimization in Fuzzy Clustering of Data Streams....Pages 92-99
A Comparison of Complexity Selection Approaches for Polynomials Based on: Vapnik-Chervonenkis Dimension, Rademacher Complexity and Covering Numbers....Pages 100-110
Sample Complexity of Linear Learning Machines with Different Restrictions over Weights....Pages 111-119
A Clustering Algorithm Based on Distinguishability for Nominal Attributes....Pages 120-127
Retrieving Informative Content from Web Pages with Conditional Learning of Support Vector Machines and Semantic Analysis....Pages 128-135
Enhancing Recognition of a Weak Class – Comparative Study Based on Biological Population Data Mining....Pages 136-143
Foundations of Rough Biclustering....Pages 144-151
ORG - Oblique Rules Generator....Pages 152-159
Mini-models – Local Regression Models for the Function Approximation Learning....Pages 160-167
A Cluster Validity Index for Hard Clustering....Pages 168-174
Front Matter....Pages 1-1
A New Hierarchical Clustering Algorithm....Pages 175-180
An Application of the Self-Organizing Map to Multiple View Unsupervised Learning....Pages 181-187
Graphical Models as Surrogates for Complex Ground Motion Models....Pages 188-195
Text Classifiers for Automatic Articles Categorization....Pages 196-204
Front Matter....Pages 205-205
Structure Searching for Adaptive Spring Networks for Shape Programming in 3 D ....Pages 207-215
Implementation of Fuzzy Logic Controller in FPGA Circuit for Guiding Electric Wheelchair....Pages 216-222
Real-Time On-Line-Learning Support Vector Machine Based on a Fully-Parallel Analog VLSI Processor....Pages 223-230
Front Matter....Pages 231-231
COID-FDCM: The Fuzzy Maintained Dendritic Cell Classification Method....Pages 233-241
Multilayer Neural Networks with Receptive Fields as a Model for the Neuron Reconstruction Problem....Pages 242-250
Human Gait Recognition Based on Signals from Two Force Plates....Pages 251-258
Prediction of Radical Hysterectomy Complications for Cervical Cancer Using Computational Intelligence Methods....Pages 259-267
Improved Fuzzy Entropy Algorithm for X-Ray Pictures Preprocessing....Pages 268-275
Influence of Facial Asymmetry on Human Recognition....Pages 276-283
Feature Selection Based on Activation of Signaling Pathways Applied for Classification of Samples in Microarray Studies....Pages 284-292
Feasibility of Error-Related Potential Detection as Novelty Detection Problem in P300 Mind Spelling....Pages 293-301
Class-Adaptive Denoising for EEG Data Classification....Pages 302-309
Analysis and Classification of EEG Data: An Evaluation of Methods....Pages 310-317
Surrogate Measures of Thickness in the Regime of Limited Image Resolution: Part 1: Fuzzy Distance Transform....Pages 318-326
eBi – The Algorithm for Exact Biclustering....Pages 327-334
Application of Neural Networks in Assessing Changes around Implant after Total Hip Arthroplasty....Pages 335-340
Front Matter....Pages 231-231
Forecasting Wear of Head and Acetabulum in Hip Joint Implant....Pages 341-346
Fingerprint Recognition Based on Minutes Groups Using Directing Attention Algorithms....Pages 347-354
Surrogate Measures of Thickness in the Regime of Limited Image Resolution: Part 2: Granulometry....Pages 355-361
Novel Algorithm for the On-Line Signature Verification....Pages 362-367
Front Matter....Pages 369-369
Concept of Nonlinear Orthogonal Filter of Volterra-Wiener Class Realization Using Multiprocessor Platform....Pages 371-377
Fast Parallel Cost Function Calculation for the Flow Shop Scheduling Problem....Pages 378-386
Solving the Flexible Job Shop Problem on GPU....Pages 387-394
Automatic Privatization for Parallel Execution of Loops....Pages 395-403
Efficient Parallel Computation of the Stochastic MV-PURE Estimator by the Hybrid Steepest Descent Method....Pages 404-412
Front Matter....Pages 413-413
Distributed Computing in Sensor Networks Using Multi-agent Systems and Code Morphing....Pages 415-423
Multi-agent System for Parallel Road Network Hierarchization....Pages 424-432
Hybrid Position/Force Control of the SCORBOT-ER 4pc Manipulator with Neural Compensation of Nonlinearities....Pages 433-441
Opportunistic Motivated Learning Agents....Pages 442-449
Neural Dynamic Programming in Reactive Navigation of Wheeled Mobile Robot....Pages 450-457
Modified Model-Free Adaptive Controller for a Nonlinear Rotor System....Pages 458-465
A Centralized Multi-Robot Task Allocation for Industrial Plant Inspection by Using A* and Genetic Algorithms....Pages 466-474
A Symbiotic Lenticular Airship for WiSAR Missions....Pages 475-483
A New CNN-Based Method of Path Planning in Dynamic Environment....Pages 484-492
Artificial Neural Network Ensemble Approach for Creating a Negotiation Model with Ethical Artificial Agents....Pages 493-501
Industrial Control System Based on Data Processing....Pages 502-510
Front Matter....Pages 413-413
Agent-Based Modelling and Simulation: Examples from Competitive Market and Group Dynamics....Pages 511-518
Will a Robot Be a Human?....Pages 519-527
Front Matter....Pages 529-529
Fractal Modelling of Various Wind Characteristics for Application in a Cybernetic Model of a Wind Turbine....Pages 531-538
Selecting Representative Prototypes for Prediction the Oxygen Activity in Electric Arc Furnace....Pages 539-547
Stability Analysis of the Neural Network Based Fault Tolerant Control for the Boiler Unit....Pages 548-556
Variable Selection in the Kernel Regression Based Short-Term Load Forecasting Model....Pages 557-563
Software Modeling Language with Frames and Multi-abstractions: An Overview....Pages 564-572
Enriching Business Processes with Rules Using the Oryx BPMN Editor....Pages 573-581
Solving Ramified Optimal Transport Problem in the Bayesian Influence Diagram Framework....Pages 582-590
Knowledge Based Model for Scheduling in Failure Modes....Pages 591-599
Modified Approximation Based Optimization Strategy....Pages 600-607
Multiplicative ICA Algorithm for Interaction Analysis in Financial Markets....Pages 608-615
Fuzzy Availability Analysis of Web Systems by Monte-Carlo Simulation....Pages 616-624
Distance Examination with Computer Aided Analysis – E-matura Platform....Pages 625-633
Simulation of the Behavior of Disc-Spring Valve Systems with the Fuzzy Inference Systems and Artificial Neural Networks....Pages 634-642
Front Matter....Pages 643-643
System for Independent Living – New Opportunity for Visually Impaired....Pages 645-652
A Clustering-Based Methodology for Selection of Fault Tolerance Techniques....Pages 653-661
Improving PAWS by the Island Confinement Method....Pages 662-670
Hypergraph Distributed Adaptive Design Supported by Hypergraph Replication....Pages 671-678
Extended CDC vs Other Formalisms – The Comperative Analysis of the Models for Spatio-temporal Reasoning....Pages 679-687
Front Matter....Pages 643-643
Interval Probabilities of State Transitions in Probabilistic Automata....Pages 688-696
A New Method to Construct of Interpretable Models of Dynamic Systems....Pages 697-705
Hybrid Anticipatory Networks....Pages 706-715
A Question Answer Approach to Building Semantic Memory....Pages 716-723
Enhanced Approach of Traffic Profiling for Dimensioning of Mobile Wireless Networks....Pages 724-732
Back Matter....Pages -