Artificial Intelligence and Soft Computing: 14th International Conference, ICAISC 2015, Zakopane, Poland, June 14-28, 2015, Proceedings, Part II

Front Matter....Pages 1-23
Front Matter....Pages 1-1
Improvement of the Multiple-View Learning Based on the Self-Organizing Maps....Pages 3-12
Natural Language Processing Methods Used for Automatic Prediction Mechanism of Related Phenomenon....Pages 13-24
Visual Exploration of Data with Multithread MIC Computer Architectures....Pages 25-35
Random Forests with Weighted Voting for Anomalous Query Access Detection in Relational Databases....Pages 36-48
Performance Evaluation of the Silhouette Index....Pages 49-58
Convex Nonnegative Matrix Factorization with Rank-1 Update for Clustering....Pages 59-68
Front Matter....Pages 69-69
On the Convergence of Quantum and Distributed Computational Models of Consciousness....Pages 71-78
Nature-Inspired Algorithms for Selecting EEG Sources for Motor Imagery Based BCI....Pages 79-90
PROCESS: Projection-Based Classification of Electroencephalograph Signals....Pages 91-100
Feature Extraction of Palm Vein Patterns Based on Two-Dimensional Density Function....Pages 101-111
Segmentation Based Feature Selection on Classifying Proteomic Spectral Data....Pages 112-119
SOM vs FCM vs PCA in 3D Face Recognition....Pages 120-129
The Fuzzified Quasi-Perceptron in Decision Making Concerning Treatments in Necrotizing Fasciitis....Pages 130-141
Mobile Fuzzy System for Detecting Loss of Consciousness and Epileptic Seizure....Pages 142-150
Customization of Joint Articulations Using Soft Computing Methods....Pages 151-160
A New Method for the Dynamic Signature Verification Based on the Stable Partitions of the Signature....Pages 161-174
New Fast Algorithm for the Dynamic Signature Verification Using Global Features Values....Pages 175-188
Front Matter....Pages 189-189
Parallelization of a Block Cipher Based on Chaotic Neural Networks....Pages 191-201
Acceleration of Neighborhood Evaluation for a Multi-objective Vehicle Routing....Pages 202-213
A Concurrent Inconsistency Reduction Algorithm for the Pairwise Comparisons Method....Pages 214-222
Front Matter....Pages 189-189
OpenCL Implementation of PSO Algorithm for the Quadratic Assignment Problem....Pages 223-234
Front Matter....Pages 235-235
Towards a Better Understanding and Behavior Recognition of Inhabitants in Smart Cities. A Public Transport Case....Pages 237-246
Aspects of Structure and Parameters Selection of Control Systems Using Selected Multi-Population Algorithms....Pages 247-260
Optimization of Controller Structure Using Evolutionary Algorithm....Pages 261-271
Multi-Criteria Fuel Distribution: A Case Study....Pages 272-281
A Robust Heuristic for the Multidimensional A-star/Wavefront Hybrid Planning Algorithm....Pages 282-291
Human-Agent Interaction Design for Decreasing Indebtedness....Pages 292-302
Front Matter....Pages 303-303
Fuzzy Xor Classes from Quantum Computing....Pages 305-317
New Method for Non-linear Correction Modelling of Dynamic Objects with Genetic Programming....Pages 318-329
Clustering Algorithm Based on Molecular Dynamics with Nose-Hoover Thermostat. Application to Japanese Candlesticks....Pages 330-340
Improving the Analysis of Context-Aware Information via Marker-Based Stigmergy and Differential Evolution....Pages 341-352
Modeling Manufacturing Processes with Disturbances - A New Method Based on Algebraic-Logical Meta-Models....Pages 353-363
A New Approach to Nonlinear Modeling Based on Significant Operating Points Detection....Pages 364-378
An Application of Differential Evolution to Positioning Queueing Systems....Pages 379-390
Experimental Evaluation of Selected Approaches to Covariance Matrix Regularization....Pages 391-401
A New Approach to Security Games....Pages 402-411
Proposal of a Context-Aware Smart Home Ecosystem....Pages 412-423
Computational Models of Immediate and Expected Emotions for Emotional BDI Agents....Pages 424-435
A Graph Grammar Tool for Generating Computational Grid Structures....Pages 436-447
Assessment of Fertilizer Nitrogen Requirement of Sugar Beetroot Using Info-Gap Theory....Pages 448-459
Front Matter....Pages 303-303
Geometric Approach in Local Modeling: Learning of Mini-models Based on n-Dimensional Simplex....Pages 460-470
Immune Optimal Design of 2-D and 3-D Structures....Pages 471-482
Swarm and Immune Computing of Dynamically Loaded Reinforced Structures....Pages 483-494
The Setup Method of the Order with the Help of the Rough Sets Convention....Pages 495-503
ALMM Solver: The Idea and the Architecture....Pages 504-514
Graph-Based Optimization of Energy Efficiency of Street Lighting....Pages 515-526
Extended AMUSE Algorithm and Novel Randomness Approach for BSS Model Aggregation with Methodology Remarks....Pages 527-537
Front Matter....Pages 539-539
Constraint Optimization Production Planning Problem. A Note on Theory, Selected Approaches and Computational Experiments....Pages 541-553
Investigating the Mapping between Default Logic and Inconsistency-Tolerant Semantics....Pages 554-564
Automated Discovery of Mobile Users Locations with Improved K-means Clustering....Pages 565-577
Capturing Dynamics of Mobile Context-Aware Systems with Rules and Statistical Analysis of Historical Data....Pages 578-590
Reasoning over Vague Concepts....Pages 591-602
Parallel Simulated Annealing Algorithm for Cyclic Flexible Job Shop Scheduling Problem....Pages 603-612
Transactional Forward Chaining: A Functional Approach....Pages 613-624
Metasets and Opinion Mining in New Decision Support System....Pages 625-636
Measuring Complexity of Business Process Models Integrated with Rules....Pages 637-648
On Perturbation Measure for Binary Vectors....Pages 649-659
A Quick Method for Dynamic Difficulty Adjustment of a Computer Player in Computer Games....Pages 660-668
UCT-Based Approach to Capacitated Vehicle Routing Problem....Pages 669-678
Front Matter....Pages 679-690
An Improved Magnetotactic Bacteria Moment Migration Optimization Algorithm....Pages 539-539
SBVRwiki a Web-Based Tool for Authoring of Business Rules....Pages 691-702
Classification in Sparse, High Dimensional Environments Applied to Distributed Systems Failure Prediction....Pages 703-713
Balanced Support Vector Regression....Pages 714-726
Adaptation Mechanism of Feedback in Quaternion Kalman Filtering for Orientation Estimation....Pages 727-738
Using Graph Grammar Systems with Memory in Computer Aided Design....Pages 739-748
Software Framework for Modular Machine Learning Systems....Pages 749-759
Using Co-occurring Graph Patterns in Computer Aided Design Evaluation....Pages 760-767
Parallel Cost Function Determination on GPU for the Vehicle Routing Problem....Pages 768-777
A DSS Based on Hybrid Meta-Heuristic ILS-VND for Solving the 1-PDTSP....Pages 778-788
On Enhancing the Label Propagation Algorithm for Sentiment Analysis Using Active Learning with an Artificial Oracle....Pages 789-798
Back Matter....Pages 799-810
....Pages 811-814