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

Front Matter....Pages -
Global Induction of Oblique Model Trees: An Evolutionary Approach....Pages 1-11
Genetic Cost Optimization of the GI / M /1/ N Finite-Buffer Queue with a Single Vacation Policy....Pages 12-23
Hybrid Genetic-Fuzzy Algorithm for Variable Selection in Spectroscopy....Pages 24-35
Multiple Choice Strategy – A Novel Approach for Particle Swarm Optimization – Preliminary Study....Pages 36-45
Method of Handling Constraints in Differential Evolution Using Fletcher’s Filter....Pages 46-55
Chaos Driven Differential Evolution with Lozi Map in the Task of Chemical Reactor Optimization....Pages 56-66
Application of Geometric Differential Evolution Algorithm to Design Minimal Phase Digital Filters with Atypical Characteristics for Their Hardware or Software Implementation....Pages 67-78
Bio-inspired Optimization of Thermomechanical Structures....Pages 79-90
Some Aspects of Evolutionary Designing Optimal Controllers....Pages 91-100
The Niching Mechanism in the Evolutionary Method of Path Planning....Pages 101-112
New Algorithm for Evolutionary Selection of the Dynamic Signature Global Features....Pages 113-121
On the Performance of Master-Slave Parallelization Methods for Multi-Objective Evolutionary Algorithms....Pages 122-134
TRCM: A Methodology for Temporal Analysis of Evolving Concepts in Twitter....Pages 135-145
Identifying Uncertain Galaxy Morphologies Using Unsupervised Learning....Pages 146-157
Kernel Estimation of Regression Functions in the Boundary Regions....Pages 158-166
Instance Selection in Logical Rule Extraction for Regression Problems....Pages 167-175
On Perturbation Measure of Clusters: Application....Pages 176-183
Using Topology Preservation Measures for Multidimensional Intelligent Data Analysis in the Reduced Feature Space....Pages 184-193
HRoBi – The Algorithm for Hierarchical Rough Biclustering....Pages 194-205
Proximity Measures and Results Validation in Biclustering – A Survey....Pages 206-217
Clustering and Classification of Time Series Representing Sign Language Words....Pages 218-229
Evaluation of the Mini-Models Robustness to Data Uncertainty with the Application of the Information-Gap Theory....Pages 230-241
A Clustering Method Based on the Modified RS Validity Index....Pages 242-250
Online Emotion Classification from Electroencephalographic Signals: A First Study Conducted in a Realistic Movie Theater....Pages 251-262
White Blood Cell Differential Counts Using Convolutional Neural Networks for Low Resolution Images....Pages 263-274
Users Verification Based on Palm-Prints and Hand Geometry with Hidden Markov Models....Pages 275-285
A New Approach to Determine Three-Dimensional Facial Landmarks....Pages 286-296
A Comparison of Dimensionality Reduction Techniques in Virtual Screening....Pages 297-308
Improved X-ray Edge Detection Based on Background Extraction Algorithm....Pages 309-319
Comparison of Time-Frequency Feature Extraction Methods for EEG Signals Classification....Pages 320-329
GP-Pi: Using Genetic Programming with Penalization and Initialization on Genome-Wide Association Study....Pages 330-341
New Approach for the On-Line Signature Verification Based on Method of Horizontal Partitioning....Pages 342-350
Adaptive Critic Designs in Control of Robots Formation in Unknown Environment....Pages 351-362
State-Space Reduction through Preference Modeling....Pages 363-374
Multi-Agent Temporary Logic $ TS4^U_{K_n}$ Based at Non-linear Time and Imitating Uncertainty via Agents’ Interaction....Pages 375-384
Opponent Modelling by Sequence Prediction and Lookahead in Two-Player Games....Pages 385-396
Supporting Fault Tolerance in Graph-Based Multi-agent Computations....Pages 397-406
moviQuest-MAS: An Intelligent Platform for Ubiquitous Social Networking Business....Pages 407-418
Substitution Tasks Method for Discrete Optimization....Pages 419-430
Inverse Continuous Casting Problem Solved by Applying the Artificial Bee Colony Algorithm....Pages 431-440
Stock Trading with Random Forests, Trend Detection Tests and Force Index Volume Indicators....Pages 441-452
Proposal of an Inference Engine Architecture for Business Rules and Processes....Pages 453-464
Emergence of New Global Airline Networks and Distributing Loads in Star Airports....Pages 465-476
Selection of Relevant Features for Text Classification with K-NN....Pages 477-488
Parallel Neuro-Tabu Search Algorithm for the Job Shop Scheduling Problem....Pages 489-499
Matrix Factorization for Travel Time Estimation in Large Traffic Networks....Pages 500-510
Semantically-Driven Rule Interoperability – Concept Proposal....Pages 511-522
A New Approach to Designing Interpretable Models of Dynamic Systems....Pages 523-534
Towards Efficient Information Exchange in Fusion Networks....Pages 535-546
Application of Particle Swarm Optimization Algorithm to Dynamic Vehicle Routing Problem....Pages 547-558
Distribution Network Characteristics in Rough Set Approach....Pages 559-568
Comparison between PSO and AIS on the Basis of Identification of Material Constants in Piezoelectrics....Pages 569-581
Universal Intelligence, Creativity, and Trust in Emerging Global Expert Systems....Pages 582-592
A Swarm Intelligence Approach to Flexible Job-Shop Scheduling Problem with No-Wait Constraint in Remanufacturing....Pages 593-602
Uniform Approach to Concept Interpretation, Active Contour Methods and Case-Based Reasoning....Pages 603-611
Modified Merge Sort Algorithm for Large Scale Data Sets....Pages 612-622
Back Matter....Pages -