Artificial Intelligence and Soft Computing: 12th International Conference, ICAISC 2013, Zakopane, Poland, June 9-13, 2013, Proceedings, Part I

Front Matter....Pages -
Neural Data Analysis: Ensemble Neural Network Rule Extraction Approach and Its Theoretical and Historical Backgrounds....Pages 1-19
A New Method of Centers Location in Gaussian RBF Interpolation Networks....Pages 20-31
Parallel Approach to Learning of the Recurrent Jordan Neural Network....Pages 32-40
Agent-Based Population Learning Algorithm for RBF Network Tuning....Pages 41-51
Forecasting Time Series with Multiple Seasonal Cycles Using Neural Networks with Local Learning....Pages 52-63
Reinforcement Learning in Discrete Neural Control of the Underactuated System....Pages 64-75
Associative Text Representation and Correction....Pages 76-87
Some Aspects of Neural Network State Variable Estimator Improvement in Induction Motor Drive....Pages 88-95
The Echo State Network on the Graphics Processing Unit....Pages 96-107
Solution of Inverse Kinematics by PSO Based on Split and Merge of Particles....Pages 108-117
Probabilistic Neural Network Structure Reduction for Medical Data Classification....Pages 118-129
Development of Explicit Neural Predictive Control Algorithm Using Particle Swarm Optimisation....Pages 130-139
Designing of State-Space Neural Model and Its Application to Robust Fault Detection....Pages 140-149
Employing Self-Organizing Map for Fraud Detection....Pages 150-161
A Study on the Scalability of Artificial Neural Networks Training Algorithms Using Multiple-Criteria Decision-Making Methods....Pages 162-173
Testing the Generalization of Feedforward Neural Networks with Median Neuron Input Function....Pages 174-182
Biological Plausibility in an Artificial Neural Network Applied to Real Predictive Tasks....Pages 183-192
Random Sieve Based on Projections for RBF Neural Net Structure Selection....Pages 193-204
Eigenvalue Spectra of Functional Networks in fMRI Data and Artificial Models....Pages 205-214
A Multi-objective Subtractive FCM Based TSK Fuzzy System with Input Selection, and Its Application to Dynamic Inverse Modelling of MR Dampers....Pages 215-226
Hybrid State Variables - Fuzzy Logic Modelling of Nonlinear Objects....Pages 227-234
Properties of Plausibility Conflict of Belief Functions....Pages 235-246
The Use of Intuitionistic Fuzzy Values in Rule-Base Evidential Reasoning....Pages 247-258
Financial Stock Data and Ordered Fuzzy Numbers....Pages 259-270
Diversity of Opinion Evaluated by Ordered Fuzzy Numbers....Pages 271-281
Hardware Implementation of P1-TS Fuzzy Rule-Based Systems on FPGA....Pages 282-293
Evolutionary Strategy for the Fuzzy Flip-Flop Neural Networks Supervised Learning Procedure....Pages 294-305
Air Traffic Incidents Analysis with the Use of Fuzzy Sets....Pages 306-317
Automatic Design of Interpretable Fuzzy Partitions with Variable Granularity: An Experimental Comparison....Pages 318-328
A New Method for Designing and Complexity Reduction of Neuro-fuzzy Systems for Nonlinear Modelling....Pages 329-344
Modelling Financial High Frequency Data Using Ordered Fuzzy Numbers....Pages 345-352
The Modified Sequential-Binary Approach for Fuzzy Operations on Correlated Assessments....Pages 353-364
Flexible and Simple Methods of Calculations on Fuzzy Numbers with the Ordered Fuzzy Numbers Model....Pages 365-375
The Use of Fuzzy Numbers in the Process of Designing Relational Fuzzy Cognitive Maps....Pages 376-387
Metasets, Intuitionistic Fuzzy Sets and Uncertainty....Pages 388-399
A New Similarity Function for Generalized Trapezoidal Fuzzy Numbers....Pages 400-411
Fuzzy Granulation Approach to Color Digital Picture Recognition....Pages 412-425
Pruning One-Class Classifier Ensembles by Combining Sphere Intersection and Consistency Measures....Pages 426-436
SUCCESS: A New Approach for Semi-supervised Classification of Time-Series....Pages 437-447
A New Method of Improving Classification Accuracy of Decision Tree in Case of Incomplete Samples....Pages 448-458
Adaptation of Decision Trees for Handling Concept Drift....Pages 459-473
Hesitant Neural Gas for Supervised and Semi-supervised Classification....Pages 474-482
Intuitionistic Fuzzy Classifier for Imbalanced Classes....Pages 483-492
Novel Algorithm for the On-Line Signature Verification Using Selected Discretization Points Groups....Pages 493-502
Speech Enhancement in Noisy Environments in Hearing Aids Driven by a Tailored Gain Function Based on a Gaussian Mixture Model....Pages 503-514
Two-Dimensional Hidden Markov Models for Pattern Recognition....Pages 515-523
Video Compression Algorithm Based on Neural Networks....Pages 524-531
Online Crowdsource System Supporting Ground Truth Datasets Creation....Pages 532-539
Object Detection by Simple Fuzzy Classifiers Generated by Boosting....Pages 540-547
Road Surface Recognition System Based on Its Picture....Pages 548-558
Landmine Detection in 3D Images from Ground Penetrating Radar Using Haar-Like Features....Pages 559-567
Synchronizing Speech Mixtures in Speech Separation Problems under Reverberant Conditions....Pages 568-579
Neuronal Model-Based Image Reconstruction from Projections Method....Pages 580-587
Representation of Edge Detection Results Based on Graph Theory....Pages 588-601
A Novel Graph-Based Descriptor for Object Matching....Pages 602-612
Extraction of Objects from Images Using Density of Edges as Basis for GrabCut Algorithm....Pages 613-623
Computer Vision Based Method for Real Time Material and Structure Parameters Estimation Using Digital Image Correlation, Particle Filtering and Finite Element Method....Pages 624-633
Back Matter....Pages -