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

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.

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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.

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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.
Content:
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
Implementation of Fuzzy Logic Controller in FPGA Circuit for Guiding Electric Wheelchair....Pages 207-215
Real-Time On-Line-Learning Support Vector Machine Based on a Fully-Parallel Analog VLSI Processor....Pages 216-222
Front Matter....Pages 223-230
COID-FDCM: The Fuzzy Maintained Dendritic Cell Classification Method....Pages 231-231
Multilayer Neural Networks with Receptive Fields as a Model for the Neuron Reconstruction Problem....Pages 233-241
Human Gait Recognition Based on Signals from Two Force Plates....Pages 242-250
Prediction of Radical Hysterectomy Complications for Cervical Cancer Using Computational Intelligence Methods....Pages 251-258
Improved Fuzzy Entropy Algorithm for X-Ray Pictures Preprocessing....Pages 259-267
Influence of Facial Asymmetry on Human Recognition....Pages 268-275
Feature Selection Based on Activation of Signaling Pathways Applied for Classification of Samples in Microarray Studies....Pages 276-283
Feasibility of Error-Related Potential Detection as Novelty Detection Problem in P300 Mind Spelling....Pages 284-292
Class-Adaptive Denoising for EEG Data Classification....Pages 293-301
Analysis and Classification of EEG Data: An Evaluation of Methods....Pages 302-309
Surrogate Measures of Thickness in the Regime of Limited Image Resolution: Part 1: Fuzzy Distance Transform....Pages 310-317
eBi – The Algorithm for Exact Biclustering....Pages 318-326
Application of Neural Networks in Assessing Changes around Implant after Total Hip Arthroplasty....Pages 327-334
Front Matter....Pages 335-340
Forecasting Wear of Head and Acetabulum in Hip Joint Implant....Pages 231-231
Fingerprint Recognition Based on Minutes Groups Using Directing Attention Algorithms....Pages 341-346
Surrogate Measures of Thickness in the Regime of Limited Image Resolution: Part 2: Granulometry....Pages 347-354
Novel Algorithm for the On-Line Signature Verification....Pages 355-361
Front Matter....Pages 362-367
Concept of Nonlinear Orthogonal Filter of Volterra-Wiener Class Realization Using Multiprocessor Platform....Pages 369-369
Fast Parallel Cost Function Calculation for the Flow Shop Scheduling Problem....Pages 371-377
Solving the Flexible Job Shop Problem on GPU....Pages 378-386
Automatic Privatization for Parallel Execution of Loops....Pages 387-394
Efficient Parallel Computation of the Stochastic MV-PURE Estimator by the Hybrid Steepest Descent Method....Pages 395-403
Front Matter....Pages 404-412
Distributed Computing in Sensor Networks Using Multi-agent Systems and Code Morphing....Pages 413-413
Multi-agent System for Parallel Road Network Hierarchization....Pages 415-423
Hybrid Position/Force Control of the SCORBOT-ER 4pc Manipulator with Neural Compensation of Nonlinearities....Pages 424-432
Opportunistic Motivated Learning Agents....Pages 433-441
Neural Dynamic Programming in Reactive Navigation of Wheeled Mobile Robot....Pages 442-449
Modified Model-Free Adaptive Controller for a Nonlinear Rotor System....Pages 450-457
A Centralized Multi-Robot Task Allocation for Industrial Plant Inspection by Using A* and Genetic Algorithms....Pages 458-465
A Symbiotic Lenticular Airship for WiSAR Missions....Pages 466-474
A New CNN-Based Method of Path Planning in Dynamic Environment....Pages 475-483
Artificial Neural Network Ensemble Approach for Creating a Negotiation Model with Ethical Artificial Agents....Pages 484-492
Industrial Control System Based on Data Processing....Pages 493-501
Front Matter....Pages 502-510
Agent-Based Modelling and Simulation: Examples from Competitive Market and Group Dynamics....Pages 413-413
Will a Robot Be a Human?....Pages 511-518
Front Matter....Pages 519-527
Fractal Modelling of Various Wind Characteristics for Application in a Cybernetic Model of a Wind Turbine....Pages 529-529
Selecting Representative Prototypes for Prediction the Oxygen Activity in Electric Arc Furnace....Pages 531-538
Stability Analysis of the Neural Network Based Fault Tolerant Control for the Boiler Unit....Pages 539-547
Variable Selection in the Kernel Regression Based Short-Term Load Forecasting Model....Pages 548-556
Software Modeling Language with Frames and Multi-abstractions: An Overview....Pages 557-563
Enriching Business Processes with Rules Using the Oryx BPMN Editor....Pages 564-572
Solving Ramified Optimal Transport Problem in the Bayesian Influence Diagram Framework....Pages 573-581
Knowledge Based Model for Scheduling in Failure Modes....Pages 582-590
Modified Approximation Based Optimization Strategy....Pages 591-599
Multiplicative ICA Algorithm for Interaction Analysis in Financial Markets....Pages 600-607
Fuzzy Availability Analysis of Web Systems by Monte-Carlo Simulation....Pages 608-615
Distance Examination with Computer Aided Analysis – E-matura Platform....Pages 616-624
Simulation of the Behavior of Disc-Spring Valve Systems with the Fuzzy Inference Systems and Artificial Neural Networks....Pages 625-633
Front Matter....Pages 634-642
System for Independent Living – New Opportunity for Visually Impaired....Pages 643-643
A Clustering-Based Methodology for Selection of Fault Tolerance Techniques....Pages 645-652
Improving PAWS by the Island Confinement Method....Pages 653-661
Hypergraph Distributed Adaptive Design Supported by Hypergraph Replication....Pages 662-670
Extended CDC vs Other Formalisms – The Comperative Analysis of the Models for Spatio-temporal Reasoning....Pages 671-678
Front Matter....Pages 679-687
Interval Probabilities of State Transitions in Probabilistic Automata....Pages 643-643
A New Method to Construct of Interpretable Models of Dynamic Systems....Pages 688-696
Hybrid Anticipatory Networks....Pages 697-705
A Question Answer Approach to Building Semantic Memory....Pages 706-715
Enhanced Approach of Traffic Profiling for Dimensioning of Mobile Wireless Networks....Pages 716-723
Back Matter....Pages 724-732
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