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

✍ Scribed by Marcin Czajkowski, Marek Kretowski (auth.), Leszek Rutkowski, Marcin Korytkowski, Rafał Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada (eds.)

• Publisher: Springer-Verlag Berlin Heidelberg
• Year: 2013
• Tongue: English
• Leaves: 646
• Series: Lecture Notes in Computer Science 7895
• Edition: 1
• Category: Library

✦ Synopsis

The two-volume set LNAI 7894 and LNCS 7895 constitutes the refereed proceedings of the 12th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2013, held in Zakopane, Poland in June 2013. The 112 revised full papers presented together with one invited paper were carefully reviewed and selected from 274 submissions. The 56 papers included in the second volume are organized in the following topical sections: evolutionary algorithms and their applications; data mining; bioinformatics and medical applications; agent systems, robotics and control; artificial intelligence in modeling and simulation; and various problems of artificial intelligence.

✦ Table of Contents

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 -

✦ Subjects

Artificial Intelligence (incl. Robotics); Information Systems Applications (incl. Internet); Computation by Abstract Devices; Database Management; Information Storage and Retrieval; Computer Imaging, Vision, Pattern Recognition and Graph